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Agentic AI is emerging as a promising paradigm for automating complex cybersecurity decisions, yet its use in enforcing zero trust introduces significant challenges in safety, reliability, and policy compliance. This paper presents Agentic AI based zero trust architecture (Agentic-ZTA) that operationalizes the NIST SP...
The Tri-Layer Sieve is presented, a middleware defense that sanitizes retrieved evidence through cross-embedding-space clustering with an independent judge model, structural filtering of trigger-payload artifacts, and LLM consistency verification, and exploits a key weakness of retrieval-stage poisoning.
Privacy-aware Cloud-IoT architectures, such as DataBank, allow data owners to define their own privacy policies to control data sharing, however, these systems have not been designed specifically for smart home environments. In the context of Smart Home IoT simplicity is key, as user studies show that users seldom enga...
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