OpenAI's automated vulnerability pipeline discovers 1,724 Linux kernel vulnerabilities
OpenAI's automated vulnerability research pipeline identified 2,308 candidate Linux kernel vulnerabilities, dynamically reproduced and confirmed 1,724 vulnerabilities, and generated 948 local privilege escalation (LPE) exploits. The pipeline consists of five stages: vulnerability discovery, dynamic verification, exploitability assessment, patch generation, and human review; the full second scan cost approximately $1.21 million in API credits. Estimated by bug bounty standards, these 948 exploits are worth between $18.9 million and $66.3 million, 16 to 55 times the pipeline cost; the agent used 10 entirely new exploitation techniques, which third-party kernel vulnerability experts have verified as novel methods, and OpenAI is submitting the vulnerability information and corresponding patches to Linux kernel maintainers.
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The original text presents the five-stage workflow and cost-benefit comparison of the automated vulnerability research pipeline, offering insight into the practical output of agents in security research.
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OpenAI's automated vulnerability research pipeline identified a total of 2,308 Linux kernel vulnerability candidate samples, confirmed 1,724 vulnerabilities through dynamic reproduction, and generated 948 local privilege escalation (LPE) exploits; such vulnerabilities can allow unprivileged users to obtain the highest root privileges.
The pipeline is divided into five stages: vulnerability discovery, dynamic verification, exploitability assessment, patch generation, and manual review. The full-process cost of the second scan was approximately $1.21 million in API credits, producing 948 independent local privilege escalation vulnerabilities.
Estimated according to bug bounty standards, the value range of these 948 exploits is $18.9 million to $66.3 million, which is 16 to 55 times the pipeline cost. The agent used 10 entirely new vulnerability exploitation techniques, which have been verified and confirmed as new methods by third-party kernel vulnerability experts. OpenAI is submitting vulnerability information and corresponding patches to Linux kernel maintainers. news_keyword_pub,usstock, iframe below the main text iframe below the main text General statement General statement QR code at the end start QR code at the end start
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