HackerSignal: A Multi-Source, CVE-Linked Corpus and Prospective Benchmark for Cyber Threat Intelligence
HackerSignal delivers a public, CVE-linked corpus connecting exploit code, advisories, and fix commits—useful for SOC teams seeking to automate and validate threat-intelligence enrichment pipelines.
Summary written by editorial AI · Source link below
arXiv:2605.03158v2 Announce Type: replace Abstract: Cyber threat intelligence (CTI) systems must link exploit code, advisories, and fix commits to the vulnerabilities they concern, and they must do so for vulnerabilities disclosed after training. HackerSignal is a public corpus and benchmark built for this prospective setting. It aggregates 7.45 million exact-deduplicated documents from 64 public sources across eight source layers (hacker forums, exploit archives, exploit question-and-answer si
Editorial Analysis
Automated CTI enrichment still struggles with reliably linking exploits to CVEs; a curated public benchmark could accelerate tooling improvements for vulnerability triage.
Assess HackerSignal as a validation dataset for your CTI enrichment pipeline's CVE-to-exploit linking accuracy.
Forward-looking interpretation drafted by editorial AI under human review — not a reproduction of the source. See methodology.
External link — opens at arXiv Crypto & Security in a new tab.
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