Securing AI Agents

Resources and references

• Notion AI data exfiltration case study:
  • https://www.promptarmor.com/resources/notion-ai-unpatched-data-exfiltration
• Simon Willison on the “lethal trifecta:”
  • https://simonwillison.net/2025/Jun/16/the-lethal-trifecta/
• Exploiting web search tools of AI agents for data exfiltration (preprint):
  • https://arxiv.org/abs/2510.09093
• Multi-agent systems execute arbitrary malicious code (preprint):
  • https://arxiv.org/abs/2503.12188
• Securing AI Agents with Information-Flow Control:
  • https://arxiv.org/abs/2505.23643

Fuzzy Labs

• LinkedIn:
  • https://www.linkedin.com/company/fuzzy-labs/
• MLOps.WTF newsletter:
  • https://www.mlops.wtf/