ICSE 2024 (series) / Journal-first Papers /
SIEGE: A Semantics-Guided Safety Enhancement Framework for AI-enabled Cyber-Physical Systems
Wed 17 AprDisplayed time zone: Lisbon change
Wed 17 Apr
Displayed time zone: Lisbon change
11:00 - 12:30 | AI & Security 1Research Track / Journal-first Papers at Grande Auditório Chair(s): Tevfik Bultan University of California at Santa Barbara | ||
11:00 15mTalk | Towards More Practical Automation of Vulnerability Assessment Research Track Shengyi Pan Zhejiang University, Lingfeng Bao Zhejiang University, Jiayuan Zhou Huawei, Xing Hu Zhejiang University, Xin Xia Huawei Technologies, Shanping Li Zhejiang University | ||
11:15 15mTalk | VGX: Large-Scale Sample Generation for Boosting Learning-Based Software Vulnerability Analyses Research Track Yu Nong Washington State University, Richard Fang Washington State University, Guangbei Yi Washington State University, Kunsong Zhao The Hong Kong Polytechnic University, Xiapu Luo The Hong Kong Polytechnic University, Feng Chen University of Texas at Dallas, Haipeng Cai Washington State University | ||
11:30 15mTalk | MalCertain: Enhancing Deep Neural Network Based Android Malware Detection by Tackling Prediction Uncertainty Research Track haodong li Beijing University of Posts and Telecommunications, Guosheng Xu Beijing University of Posts and Telecommunications, Liu Wang Beijing University of Posts and Telecommunications, Xusheng Xiao Arizona State University, Xiapu Luo The Hong Kong Polytechnic University, Guoai Xu Harbin Institute of Technology, Shenzhen, Haoyu Wang Huazhong University of Science and Technology | ||
11:45 15mTalk | Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks Research Track Zhongxin Liu Zhejiang University, Zhijie Tang Zhejiang University, Junwei Zhang Zhejiang University, Xin Xia Huawei Technologies, Xiaohu Yang Zhejiang University | ||
12:00 15mTalk | Investigating White-Box Attacks for On-Device Models Research Track Mingyi Zhou Monash University, Xiang Gao Beihang University, Jing Wu Monash University, Kui Liu Huawei, Hailong Sun Beihang University, Li Li Beihang University | ||
12:15 7mTalk | VulExplainer: A Transformer-Based Hierarchical Distillation for Explaining Vulnerability Types Journal-first Papers Michael Fu Monash University, Van Nguyen Monash University, Kla Tantithamthavorn Monash University, Trung Le Monash University, Australia, Dinh Phung Monash University, Australia Link to publication DOI | ||
12:22 7mTalk | SIEGE: A Semantics-Guided Safety Enhancement Framework for AI-enabled Cyber-Physical Systems Journal-first Papers Jiayang Song University of Alberta, Xuan Xie University of Alberta, Lei Ma The University of Tokyo & University of Alberta DOI | ||