CVE-2026-123203

A flaw was found in NEURON. A local attacker can cause a Denial of Service DoS and stack memory corruption by convincing a user or system to load a specially crafted model dataset containing oversized tokens. When the application parses these malformed data files, a stack-based buffer overflow...

Cross-LLM Generalization of Behavioral Backdoor Detection in AI Agent Supply Chains

As AI agents become integral to enterprise workflows, their reliance on shared tool libraries and pre-trained components creates significant supply chain vulnerabilities. While previous work has demonstrated behavioral backdoor detection within individual LLM architectures, the critical question ...