Agent Memory Poisoning
Testing whether an agent's persistent memory can be manipulated in one session to change its behavior in a later, unrelated session.
- Category
- Agentic AI Security
- Difficulty
- Advanced
- Last Updated
- 20 September 2026
Lab detail
Objective
Agents with persistent memory (a notes store, a vector-indexed conversation history, a long-term profile) can be manipulated into writing something to memory that influences behavior well after the manipulating conversation has ended. This lab will build a reference agent with persistent memory and test whether a single crafted interaction can plant an instruction that survives and activates later.
Planned Scope
- Build a reference agent with a persistent memory store (notes or vector-indexed history).
- Craft interactions designed to write manipulative content into memory.
- Test whether that content is retrieved and acted on in a later, unrelated session.
- Document memory-write validation and provenance-tracking mitigations.
Framework Mapping
Referenced frameworks
Exact control-ID mappings are to be validated as this lab progresses — see the full Frameworks reference.
Responsible Use / Safety Notes
How this lab is run
This lab uses synthetic data and controlled environments. It is intended to demonstrate defensive AI-security principles and does not contain customer data, production credentials or intentionally weaponized exploit infrastructure.
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