A zero-shot LLM classification, embedding, and clustering pipeline labels 1,742 hardware vulnerabilities in the 2021-2024 CVE corpus and feeds MITRE's MIHW 2025 list.
Hardware security in practice: Challenges and opportunities,
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LLM-HyPZ: Hardware Vulnerability Discovery using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement
A zero-shot LLM classification, embedding, and clustering pipeline labels 1,742 hardware vulnerabilities in the 2021-2024 CVE corpus and feeds MITRE's MIHW 2025 list.