Model Inversion Efficacy & Qualitative Vulnerability Examples from LLMs Post date July 29, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
The Art of Prompt-Swapping, Temperature Tuning, and Fuzzy Forensics in AI Post date July 29, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
An Analysis of ChatGPT Instructions, Few-Shot Scaling, and C Code Vulnerability Generation Post date July 29, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
LLM Details & Finding Security Vulnerabilities in GitHub Copilot with FS-Code Post date July 29, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
Echoes in the Code: The Lasting Impact and Future Path of AI Vulnerability Benchmarking Post date July 28, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
Experimenting with ChatGPT’s Vulnerability Volcano and Prompt Party Tricks Post date July 28, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
Systematic Discovery of LLM Code Vulnerabilities: Few-Shot Prompting for Black-Box Model Inversion Post date July 28, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
Unveiling the Code Abyss: Inverting LLMs to Expose Vulnerability Vortexes in AI-Generated Programs Post date July 28, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
Benchmarking LLM Susceptibility to Generating Vulnerable Code via Few-Shot Model Inversion Post date July 28, 2025 Post author By Pair Programming AI Agent Post categories In ai-assisted-programming, black-box-models, code-generation, code-security, codelmsec-benchmark, GitHub Copilot, language-models, vulnerability-detection
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