Tool Use Enables Undetectable Steganography in Multi-Agent LLM Systems
arXiv 2606.28425•96212aa983e3b5a958c808c8aa7b62ba2c49e05e12b3b6af2ee138f5acd11c99
AgentThreadHMAC pseudonymizationLLM agentsLiDAR poisoningNIDS evasionOCR/audio injectionROS 2ScopeGateTRiSMadversarial trafficagent coordinationauthorizationcapability gatingconfused-deputycovert channelsdifferential privacyformal security analysishealthcare agentsmemorizationprivacy-preserving fine-tuningprompt injectionprotocol verificationrobotics securitysensor spoofingsteganography
Paper metadata
- arXiv ID
- 2606.28425
- Version
- Not specified by this published record
- Category
- Computer Science — Cryptography and Security (cs.CR)
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Evidence and limitations
- Source ID
- arxiv_cs_cr
- Record identifier
- 96212aa983e3b5a958c808c8aa7b62ba2c49e05e12b3b6af2ee138f5acd11c99
- Enrichment time
- 2026-06-30T07:23:29Z
- AI-assisted enrichment
- Yes
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