IEEE

Critical Variable State-Aware Directed Greybox Fuzzing

Abstract: Directed fuzzing is an effective software testing method that guides the fuzzing campaign towards user-defined target sites of interest, enabling the discovery of vulnerabilities relevant to ...
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Programming Languages for Cyber Security: What the Tools Actually Use

Security tooling is not written in a single language. Python powers most automation. C sits at the exploit layer. PowerShell ...
Developer Tech

OpenAI deploys GPT-5.5-Cyber for open-source vulnerability fixes

OpenAI has deployed GPT-5.5-Cyber to execute automated open-source vulnerability remediation alongside security firm Trail of ...

OpenAI: Yoo-hoo, look over here, we do that security stuff too!

Speaking of Codex: OpenAI on Monday released a Codex Security plugin⁠ that the company says “enables out-of-the-box defensive ...
IEEE

A Coverage-Guided Fuzzing Method for Automatic Software Vulnerability Detection Using Reinforcement Learning-Enabled Multi-Level Input Mutation

Abstract: Fuzzing is a popular and effective software testing technique that automatically generates or modifies inputs to test the stability and vulnerabilities of a software system, which has been ...