May 2, 2024 · We introduce a novel, cascaded EIB detection system named WitheredLeaf, which leverages smaller, code-specific language models to filter out most negative ...
May 2, 2024 · We conducted a systematic measurement study on LLMs' capabilities to detect EIBs and identified their strengths and weaknesses. Based on the ...
Co-authors ; WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs. H Chen, Y Zhang, X Han, H Rong, Y Zhang, T Mao, H Zhang, XF Wang, ... arXiv preprint ...
Originating from semantic bugs, Entity-Inconsistency Bugs (EIBs) involve misuse of syntactically valid yet incorrect program entities, such as variable ...
Aug 12, 2023, Our paper is presented at USENIX Security '23 · Selected Publications. 2024. WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs. Hongbo ...
Oct 10, 2024 · WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs. CoRR abs/2405.01668 (2024); 2023. [i1]. view. electronic edition via DOI (open access) ...
May 2, 2024 · 作者在154个Python和C语言GitHub存储库上评估了WitheredLeaf，发现其中123个新漏洞，其中45％可以用于破坏程序的正常操作。作者成功提交了69个修复，其中27个 ...
A pioneering framework that synergizes static analysis and LLMs, with a spotlight on identifying use-before-initialization bugs within the Linux kernel.
“WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs.” arXiv preprint arXiv:2405.01668 (2024). [paper]. Huanyao Rong, Wei You, Xiaofeng Wang, and ...
WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs. H Chen, Y Zhang, X ... 2024. The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM ...