Peng Gao

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 33

Top Topics

Attack Detection

Machine Learning Models

Top Venues

USENIX Security Symposium

Publications

Myeongseob Ko, Xinyu Yang, Zhengjie Ji, Hoang Anh Just, Peng Gao, Anoop Kumar, Ruoxi Jia
PrivMon: A Stream-Based System for Real-Time Privacy Attack Detection for Machine Learning Models. RAID (2023)
Pengcheng Fang, Peng Gao, Yun Peng, Qingzhao Zhang, Tao Xie, Dawn Song, Prateek Mittal, Sanjeev R. Kulkarni, Zhuotao Liu, Xusheng Xiao
CONTRACTFIX: A Framework for Automatically Fixing Vulnerabilities in Smart Contracts. CoRR (2023)
Peng Gao, Xiaoyuan Liu, Edward Choi, Sibo Ma, Xinyu Yang, Zhengjie Ji, Zilin Zhang, Dawn Song
ThreatKG: A Threat Knowledge Graph for Automated Open-Source Cyber Threat Intelligence Gathering and Management. CoRR (2022)
Lun Wang, Usmann Khan, Joseph P. Near, Qi Pang, Jithendaraa Subramanian, Neel Somani, Peng Gao, Andrew Low, Dawn Song
PrivGuard: Privacy Regulation Compliance Made Easier. USENIX Security Symposium (2022)
Xinyu Yang, Haoyuan Liu, Ziyu Wang, Peng Gao
Zebra: Deeply Integrating System-Level Provenance Search and Tracking for Efficient Attack Investigation. CoRR (2022)
Pengcheng Fang, Peng Gao, Changlin Liu, Erman Ayday, Kangkook Jee, Ting Wang, Yanfang (Fanny) Ye, Zhuotao Liu, Xusheng Xiao
Back-Propagating System Dependency Impact for Attack Investigation. USENIX Security Symposium (2022)
Zhengjie Ji, Edward Choi, Peng Gao
A Knowledge Base Question Answering System for Cyber Threat Knowledge Acquisition. ICDE (2022)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Qi Li, Yih-Chun Hu
Make Web3.0 Connected. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Yangyu Hu, Haoyu Wang, Tiantong Ji, Xusheng Xiao, Xiapu Luo, Peng Gao, Yao Guo
CHAMP: Characterizing Undesired App Behaviors from User Comments based on Market Policies. CoRR (2021)
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song
A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. ICDE (2021)
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song
A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. CoRR (2021)
Yangyu Hu, Haoyu Wang, Tiantong Ji, Xusheng Xiao, Xiapu Luo, Peng Gao, Yao Guo
CHAMP: Characterizing Undesired App Behaviors from User Comments based on Market Policies. ICSE (2021)
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song
A System for Automated Open-Source Threat Intelligence Gathering and Management. SIGMOD Conference (2021)
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song
A System for Automated Open-Source Threat Intelligence Gathering and Management. CoRR (2021)
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song
Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. ICDE (2021)
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song
Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. CoRR (2020)
Peng Gao, Xusheng Xiao, Ding Li, Kangkook Jee, Haifeng Chen, Sanjeev R. Kulkarni, Prateek Mittal
Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection. ICDE (2020)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Yih-Chun Hu
HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. IACR Cryptol. ePrint Arch. 2020 (2020)
Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal
A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security. CoRR (2019)
Shengqu Xi, Shao Yang, Xusheng Xiao, Yuan Yao, Yayuan Xiong, Fengyuan Xu, Haoyu Wang, Peng Gao, Zhuotao Liu, Feng Xu, Jian Lu
DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps. CCS (2019)
Lun Wang, Joseph P. Near, Neel Somani, Peng Gao, Andrew Low, David Dao, Dawn Song
Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations. Poly/DMAH@VLDB (2019)
Lun Wang, Joseph P. Near, Neel Somani, Peng Gao, Andrew Low, David Dao, Dawn Song
Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations. CoRR (2019)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Yih-Chun Hu
HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. CoRR (2019)
Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security. Proc. VLDB Endow. 12 (12) (2019)
Xusheng Xiao, Xiaoyin Wang, Zhihao Cao, Hanlin Wang, Peng Gao
IconIntent: automatic identification of sensitive UI widgets based on icon classification for Android apps. ICSE (2019)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Yih-Chun Hu
HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. CCS (2019)
Peng Gao, Binghui Wang, Neil Zhenqiang Gong, Sanjeev R. Kulkarni, Kurt Thomas, Prateek Mittal
SybilFuse: Combining Local Attributes with Global Structure to Perform Robust Sybil Detection. CoRR (2018)
Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal
SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection. CoRR (2018)
Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
AIQL: Enabling Efficient Attack Investigation from System Monitoring Data. CoRR (2018)
Peng Gao, Xusheng Xiao, Zhichun Li, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
AIQL: Enabling Efficient Attack Investigation from System Monitoring Data. USENIX Annual Technical Conference (2018)
Peng Gao, Binghui Wang, Neil Zhenqiang Gong, Sanjeev R. Kulkarni, Kurt Thomas, Prateek Mittal
SYBILFUSE: Combining Local Attributes with Global Structure to Perform Robust Sybil Detection. CNS (2018)
Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal
SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection. USENIX Security Symposium (2018)
Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
A Query Tool for Efficiently Investigating Risky Software Behaviors. CoRR (2018)
Changchang Liu, Peng Gao, Matthew K. Wright, Prateek Mittal
Exploiting Temporal Dynamics in Sybil Defenses. CCS (2015)
Peng Gao, Neil Zhenqiang Gong, Sanjeev R. Kulkarni, Kurt Thomas, Prateek Mittal
SybilFrame: A Defense-in-Depth Framework for Structure-Based Sybil Detection. CoRR (2015)