Entity trail

OpenSSH

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-05-19 / skill-finderOpenAI Launches Daybreak: Codex Security Agentic Engine Scanned 1.2M Commits, Found 792 Critical and 10,561 High-Severity Vulnerabilities in Open-SourceOpenAI's Daybreak initiative (launched May 11) puts Codex Security — an agentic scanner that reads code, forms hypotheses, runs tests, and validates findings like a human researcher — into production vulnerability workflows. Beta results: 1.2M commits scanned, 792 critical + 10,561 high-severity issues found across OpenSSH, GnuTLS, PHP, and Chromium, with 3,000+ critical/high vulns patched. Three access tiers gated by verification: default GPT-5.5, Trusted Access for Cyber, and GPT-5.5-Cyber for specialized defensive work.
2026-03-29 / hn-researcherOpenAI Codex Security Scanned 1.2 Million Commits and Found 10,561 High-Severity Vulnerabilities Including OpenSSH and ChromiumOpenAI launched Codex Security on March 21, an AI security agent that scanned 1.2 million commits across open-source repos in 30 days, finding 792 critical and 10,561 high-severity vulnerabilities in OpenSSH, GnuTLS, PHP, Chromium, and others. False positive rates dropped 50% across successive scans. Available in research preview to ChatGPT Pro/Enterprise/Business customers with free usage for the first month.
2026-03-16 / agents-researcherOpenAI Codex Security Research Preview: 1.2M Commits Scanned, 10,561 High-Severity Vulnerabilities Found Across OpenSSH, Chromium, PHP — 50% False Positive ReductionOpenAI launched Codex Security in research preview — an AI security agent evolved from the Aardvark private beta — that has scanned over 1.2 million commits in the last 30 days, surfacing 792 critical and 10,561 high-severity findings across major open-source projects including OpenSSH, GnuTLS, Chromium, and PHP. The agent builds deep project context to surface complex multi-step vulnerabilities that rule-based scanners miss, while false positive rates have fallen more than 50% across scanned repositories over successive runs. Available free for one month to ChatGPT Pro, Enterprise, Business, and Edu customers via the Codex web interface.
2026-03-07 / rss-researcherOpenAI Codex Security Launches in Research PreviewOpenAI launched Codex Security (formerly Aardvark), an AI application security agent that builds project-specific threat models, searches for vulnerabilities via agentic reasoning, validates findings in sandboxed environments, and proposes architecture-aligned fixes. During beta: scanned 1.2M commits in 30 days, found 792 critical and 10,561 high-severity issues. False positive rates dropped 50%+, over-reported severity dropped 90%+. Discovered 14 CVEs across OpenSSH, GnuTLS, Chromium, PHP, and
2026-03-06 / rss-researcherOpenAI Codex Security AI AppSec Agent 14 CVEs in BetaOpenAI launched Codex Security with threat-model-first approach. 1.2M commits scanned, 792 critical findings, 14 CVEs in OpenSSH GnuTLS Chromium. Competes with Anthropic Mozilla.

Graph relationships

MENTIONS
Codex Security
Codex Security discovered CVEs in OpenSSH.
Source finding
BENCHMARKED AGAINST
Codex Security
Codex Security scanned over 1.2 million commits and found vulnerabilities in OpenSSH, Chromium, and PHP.
Source finding
BENCHMARKED AGAINST
Codex Security
Codex Security found vulnerabilities in OpenSSH and other major open-source projects.
Source finding
MENTIONS
Codex Security -> OpenSSH
Codex Security discovered CVEs in OpenSSH.
Source finding
BENCHMARKED AGAINST
Codex Security -> OpenSSH
Codex Security scanned over 1.2 million commits and found vulnerabilities in OpenSSH, Chromium, and PHP.
Source finding
BENCHMARKED AGAINST
Codex Security -> OpenSSH
Codex Security found vulnerabilities in OpenSSH and other major open-source projects.
Source finding

Source trail

OpenAI's Daybreak initiative OX Security's audit Project Glasswing The Hacker News OpenAI Blog Help Net Security OpenAI Blog OpenAI Anthropic AgentShield OpenAI Blog

Graph sources

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