INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 5/13/2026, 4:00:00 AM · TLP amber
Summary
Ingested excerpt (first ~500 chars of normalized text).
MCPShield: Content-Aware Attack Detection for LLM Agent Tool-Call Traffic arXiv:2605.11053v1 Announce Type: new Abstract: The Model Context Protocol (MCP) has become a widely adopted interface for LLM agents to invoke external tools, yet learned monitoring of MCP tool-call traffic remains underexplored. In this article, MCPShield is presented as an attack detection framework for MCP tool-call traffic that encodes each agent session as a graph (tool calls as nodes, sequential…
https://arxiv.org/abs/2605.11053
sha256:98a35b738adc58e2448932cd39698f4db9daea5b8c5e59f2be1f164c599734cf
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Malware families
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Threat actors mentioned
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ATT&CK techniques
MITRE IDs referenced in text and present in local technique table.
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