AINeutralarXiv – CS AI · Apr 77/10
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ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems
Researchers have identified a new class of supply-chain threats targeting AI agents through malicious third-party tools and MCP servers. They've created SC-Inject-Bench, a benchmark with over 10,000 malicious tools, and developed ShieldNet, a network-level security framework that achieves 99.5% detection accuracy with minimal false positives.