MCP-DPT creates a defense-placement taxonomy that organizes MCP threats and defenses across six architectural layers, revealing mostly tool-centric protections and gaps at orchestration, transport, and supply-chain layers.
arXiv preprint arXiv:2512.17041 , year=
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PulseCX decouples knowledge acquisition from response generation via a DA-TKG and hierarchical intent gating to achieve low-latency real-time CX performance.
Analysis of replay, zero-dynamics, and covert attacks on vehicle lateral dynamics shows covert attacks can stealthily alter vehicle states while zero-dynamics attacks are limited by sensor choice.
citing papers explorer
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MCP-DPT: A Defense-Placement Taxonomy and Coverage Analysis for Model Context Protocol Security
MCP-DPT creates a defense-placement taxonomy that organizes MCP threats and defenses across six architectural layers, revealing mostly tool-centric protections and gaps at orchestration, transport, and supply-chain layers.
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PulseCX: Breaking the Closed-World Assumption in Real-Time CX
PulseCX decouples knowledge acquisition from response generation via a DA-TKG and hierarchical intent gating to achieve low-latency real-time CX performance.
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Stealthy Cyber-Attacks on Vehicle Lateral Dynamics: A System-Theoretic Analysis
Analysis of replay, zero-dynamics, and covert attacks on vehicle lateral dynamics shows covert attacks can stealthily alter vehicle states while zero-dynamics attacks are limited by sensor choice.