
AI Hacking 101 teaches students the fundamentals of penetration testing for AI/LLM-based applications through self-paced video instruction and guided hands-on labs. Students will learn to detect and exploit common AI vulnerabilities, with practical exercises using a custom-built lab environment featuring a vulnerable chatbot that uses Retrieval-Augmented Generation (RAG) and integrates with a company knowledge base.
Syllabus
- Intro
- AI Threats
- Recon and Fingerprinting
- Prompt Injection and Jailbreaking
- Testing for Harmful/Wasteful Output
- Testing Role-Based Access Controls
- Retrieval Augmented Generation (RAG)
- Excessive Agency
- Outro
Security Education
OffSec
iNE
Antisyphon
EC-Council
Applied Network Defense
Kaspersky
Sektor7
CompTIA
TCM Security
BlackHat
13Cubed
Dark Vortex
Enciphers
Forty North
Cyber warfare Labs
Maltrak
Scorpio Software
Security Onion
Zero Point Security
SentinelOne
Altered Security
SpecterOps
Pentester Academy
CQURE
PluralSight
StationX
Cybr
موسسههای دیگر