LLM as Runtime Error Handler: A Promising Pathway to Adaptive Self-Healing of Software Systems
Authors: Zhensu Sun, Haotian Zhu, Bowen Xu, Xiaoning Du, Li Li, David Lo | Published: 2024-08-02
Program Analysis
FuSeBMC AI: Acceleration of Hybrid Approach through Machine Learning
Authors: Kaled M. Alshmrany, Mohannad Aldughaim, Chenfeng Wei, Tom Sweet, Richard Allmendinger, Lucas C. Cordeiro | Published: 2024-04-09
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
Authors: Beatrice Casey, Joanna C. S. Santos, George Perry | Published: 2024-03-15 | Updated: 2025-04-09
LLM4Fuzz: Guided Fuzzing of Smart Contracts with Large Language Models
Authors: Chaofan Shou, Jing Liu, Doudou Lu, Koushik Sen | Published: 2024-01-20
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models
Authors: Xin Jin, Jonathan Larson, Weiwei Yang, Zhiqiang Lin | Published: 2023-12-15
BinGo: Identifying Security Patches in Binary Code with Graph Representation Learning
Authors: Xu He, Shu Wang, Pengbin Feng, Xinda Wang, Shiyu Sun, Qi Li, Kun Sun | Published: 2023-12-13
Exploring the Limits of ChatGPT in Software Security Applications
Authors: Fangzhou Wu, Qingzhao Zhang, Ati Priya Bajaj, Tiffany Bao, Ning Zhang, Ruoyu "Fish" Wang, Chaowei Xiao | Published: 2023-12-08
Large Language Models for Code Analysis: Do LLMs Really Do Their Job?
Authors: Chongzhou Fang, Ning Miao, Shaurya Srivastav, Jialin Liu, Ruoyu Zhang, Ruijie Fang, Asmita, Ryan Tsang, Najmeh Nazari, Han Wang, Houman Homayoun | Published: 2023-10-18 | Updated: 2024-03-05
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We?
Authors: Michael Fu, Chakkrit Tantithamthavorn, Van Nguyen, Trung Le | Published: 2023-10-15
FLAG: Finding Line Anomalies (in code) with Generative AI
Authors: Baleegh Ahmad, Benjamin Tan, Ramesh Karri, Hammond Pearce | Published: 2023-06-22