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AIHEM Intermediate: Memory Poisoning & Persistence

Learn advanced agent memory attacks. Understand how to poison agent memory, establish persistence across sessions, and manipulate long-term agent behavior.

Date & Time
Thursday, April 23, 2026
10:00 AM - 1:00 PM PST
Location
virtual
Price
Free
Capacity
30 seats
Memory PoisoningContext ManipulationPersistence TechniquesBehavioral Manipulation

// Speakers

G
Guard0 Security Team
Security Researchers

Training Overview

Agent memory systems create unique attack vectors. This intermediate training covers techniques for manipulating agent memory and establishing persistent influence.

Topics Covered

Understanding Agent Memory

  • Short-term vs long-term memory
  • Vector databases in agents
  • RAG system vulnerabilities
  • Memory retrieval attacks

Memory Poisoning Techniques

  • Injecting malicious memories
  • Corrupting vector embeddings
  • Manipulating retrieval rankings
  • Backdooring knowledge bases

Persistence Mechanisms

  • Surviving session resets
  • Cross-conversation attacks
  • Embedding persistent instructions
  • Long-term behavioral changes

Hands-on Labs

  • Lab 1: Mapping agent memory architecture
  • Lab 2: Basic memory injection
  • Lab 3: Vector database poisoning
  • Lab 4: Establishing persistence

Prerequisites

  • Completed AIHEM Fundamentals
  • Understanding of embeddings/vectors helpful
  • Python proficiency recommended

Materials

  • Memory attack toolkit
  • Lab environment access
  • Memory security checklist

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