◈OSA

AI Security

Securing machine learning systems — prompt injection, model supply chain, data poisoning and defending AI-powered products.

5 modules · 24 rooms · 143 tasks · Intermediate

01 AI Fundamentals 5 rooms · 35 tasks
  1. The Building Blocks of AI 8 tasks
  2. AI Security Threats 7 tasks
  3. AI Models & Data 7 tasks
  4. Prompt Engineering 7 tasks
  5. AI Forensics 6 tasks
02 Secure AI Systems 4 rooms · 28 tasks
  1. Securing AI Systems 7 tasks
  2. LLM Security 6 tasks
  3. AI Threat Modelling 8 tasks
  4. AI System Reconnaissance 7 tasks
03 Prompt Security 5 rooms · 25 tasks
  1. Prompt Injection 7 tasks
  2. Jailbreaking 8 tasks
  3. Prompt Defence 8 tasks
  4. LLMborghini 1 tasks
  5. White Rabbit 1 tasks
04 AI Supply Chain Security 5 rooms · 29 tasks
  1. Understanding AI Supply Chains 8 tasks
  2. Supply Chain Attack Vectors 9 tasks
  3. Securing the AI Supply Chain 10 tasks
  4. Playload 1 tasks
  5. checkpoint 1 tasks
05 Data Poisoning 5 rooms · 26 tasks
  1. RAG Security Fundamentals 7 tasks
  2. Data Poisoning in RAG Systems 8 tasks
  3. Sensitive Information Disclosure 9 tasks
  4. UnIndexed 1 tasks
  5. Lockdown 1 tasks