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The Missing Control: A Design Proposal for Tool-Output Redaction in AI Agents

aminrj.com · published 28 August 2026

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https://simonwillison.net/2025/Jun/16/the-lethal-trifecta/
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https://genai.owasp.org/2025/12/09/owasp-top-10-for-agentic-applications/
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Securing AI agents: When AI tools move from reading to acting Read at the source ↗
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https://arxiv.org/abs/2503.18813
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https://www.prismor.dev/blog/tool-boundary-redaction-ai-agents
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https://arxiv.org/abs/2607.24625
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https://arxiv.org/abs/2604.23374
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https://aminrj.com/assets/diagrams/tool-output-redaction-layers.svg
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https://aminrj.com/posts/what-read-only-actually-reaches/
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https://aminrj.com/posts/finding-confused-deputy-in-your-agent/
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What Prompt Injection Benchmarks Actually Measure Read at the source ↗
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Agent Identity: What the Standards Fix, and What They Leave Open Read at the source ↗
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https://arxiv.org/abs/2605.10614
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https://github.com/dhiaa2/mcp-sanitization-proxy
github.com
https://microsoft.github.io/agent-governance-toolkit/tutorials/07-mcp-security-gateway/
microsoft.github.io
https://mcp.directory/blog/metamcp-complete-guide-2026
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https://data-privacy-stack.github.io/presidio/
data-privacy-stack.github.io