Cryptography & Security (Computer Science)
- MCP Neural Shield: Sub-Millisecond Zero-Day Defense Against Tool Poisoning in LLM Agent Ecosystems via Quantized Semantic Classification
The Model Context Protocol (MCP) has emerged as the dominant standard for connecting Large Language Model (LLM) agents to external tool ecosystems via dynamic JSON-RPC capability discovery. However, the protocol's design - which grants clie…