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Common Vulnerabilities and Exposures

otheractiveprovisionalcommon-vulnerabilities-and-exposures-17ac81c5·1 events·first seen 39h ago

Aliases: Common Vulnerabilities and Exposures

Co-occurring entities

STIX Codestral 22B Common Weakness Enumeration CAV-STIXGen MITRE ATT&CK Gemma 4

More like this (12)

Coordinated Vulnerability Disclosure Common Weakness Enumeration Policy Vulnerability Testing CVSS-C MITRE ATT&CK pickle exploit OWASP IoT Top 10 VulnClaw Embedded Attack OWASP Agentic Top 10 ExploitBench VulnLMP

Recent events (1)

4arXiv · cs.AI·39h ago·source ↗

Open-weight LLMs evaluated for generating structured threat intelligence (STIX) for autonomous vehicle vulnerabilities

Researchers introduce CAV-STIXGen, a dataset mapping connected and autonomous vehicle (CAV) CVE descriptions to STIX threat intelligence objects, CWE entries, and MITRE ATT&CK techniques. They benchmark 11 open-weight LLMs (4B–120B parameters) across prompting strategies, achieving F1 scores up to 0.94 for STIX domain objects and 0.99 for CWE mapping, while MITRE ATT&CK mapping remains harder. A multi-agent configuration using Gemma-4-31B and Codestral-22B is also evaluated, and co-occurrence analysis of CWE/ATT&CK patterns is used to surface recurring threat patterns in the CAV domain.

Evaluation and Benchmarking Agent and Tool Ecosystem STIX Codestral 22B Common Weakness Enumeration +4 more