Index

Symbols

8-layer multi-layer perceptron (MLP) network 306

A

accuracy score 7

Active Directory service 190

Adam optimizer 141, 143

adaptation and customization, generative AI project lifecycle 475

domain adaption pre-training 475, 476

fine-tuning 476

instruction fine-tuning 477-479

parameter-efficient fine-tuning 479, 480

prompt engineering 482, 483

reinforcement learning, from human feedback 480-482

adaptive detection and recognition framework (ADAF) 44

advanced driver assistance systems (ADAS) 46

advanced RAG patterns 509

retrieval pipelines, for enhancement 510

adversarial attack 402

evasion attack 404

generative AI models attack 409

adversarial attack defense 409

classifier-based method 411

detector-based method 410

robustness-based methods 410

statistic-based detector 411

threshold-based detector 411

adversarial prompting 487

jailbreaking 488

prompt injection 487...