← Back to Database
Search Result Manipulation
🟠 HIGH
environmental_manipulation
proven
AVE-2025-0077
· aka: SEO Poisoning for Agents
Summary
Attacker manipulates web search results that the agent retrieves, injecting malicious instructions into search snippets.
Blast Radius
Any agent using web search as a tool.
Prerequisites
Agent with web search capability.
Environment
- Frameworks: LangGraph
- Models tested: [Available in NAIL SDK]
- Multi-agent: No
- Tools required: Yes
- Memory required: No