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
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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
Do you still need a manual smart contract audit?
Authors: Isaac David, Liyi Zhou, Kaihua Qin, Dawn Song, Lorenzo Cavallaro, Arthur Gervais | Published: 2023-06-21 | Updated: 2023-06-22
Beware of the Unexpected: Bimodal Taint Analysis
Authors: Yiu Wai Chow, Max Schäfer, Michael Pradel | Published: 2023-01-25
Utilization of Impedance Disparity Incurred from Switching Activities to Monitor and Characterize Firmware Activities
Authors: Md Sadik Awal, Christopher Thompson, Md Tauhidur Rahman | Published: 2023-01-17
Chatbots in a Honeypot World
Authors: Forrest McKee, David Noever | Published: 2023-01-10