Internetware 2024 (series) / Research Track /
Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study
Wed 24 Jul 2024 17:20 - 17:35 at Main Conference Room - Session 3: Software Vulnerability and Security Chair(s): Cuiyun Gao
Wed 24 JulDisplayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change
Wed 24 Jul
Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change
16:50 - 18:05 | Session 3: Software Vulnerability and SecurityResearch Track at Main Conference Room Chair(s): Cuiyun Gao Harbin Institute of Technology | ||
16:50 15mFull-paper | Inside Bug Report Templates: An Empirical Study on Bug Report Templates in Open-Source Software Research Track Junwei Zhang Zhejiang University, Zhongxin Liu Zhejiang University, Lingfeng Bao Zhejiang University, Zhenchang Xing CSIRO’s Data61; Australian National University, Xing Hu Zhejiang University, Xin Xia Huawei Technologies | ||
17:05 15mFull-paper | MatsVD: Boosting Statement-Level Vulnerability Detection via Dependency-Based Attention Research Track Cheng Weng , Yihao Qin , Bo Lin National University of Defense Technology, Pei Liu , Liqian Chen National University of Defense Technology, China | ||
17:20 15mFull-paper | Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study Research Track Yanzhong He Wuhan University of Technology, Guancheng Lin , Xiaoxue Ma City University of Hong Kong, Jacky Keung City University of Hong Kong, Cheng Tan Wuhan University of Technology, Wenhua Hu , Fuyang Li Wuhan University of Technology | ||
17:35 15mFull-paper | DFEPT: Data Flow Embedding for Enhancing Pre-Trained Model Based Vulnerability Detection Research Track Zhonghao Jiang , Weifeng Sun , Xiaoyan Gu , Jiaxin Wu , Tao Wen , Haibo Hu , Meng Yan Chongqing University | ||
17:50 15mFull-paper | T-RAP: A Template-guided Retrieval-Augmented Vulnerability Patch Generation Approach Research Track Pei Liu , Bo Lin National University of Defense Technology, Yihao Qin National University of Defense Technology, Cheng Weng , Liqian Chen National University of Defense Technology, China | ||