SEPCOM: customizable zero copy model. - Kai Chen 012; Purui Su; Yingjun Zhang; Dengguo Feng (VALUETOOLS, 2007)

Automatically Generating Patch in Binary Programs Using Attribute-Based Taint Analysis. - Kai Chen 012; Yifeng Lian; Yingjun Zhang (ICICS, 2010)

A novel vector edge sampling scheme for IP traceback against DDoS attacks. - Jun Wei; Kai Chen 012; Yifeng Lian; Ying-Xia Dai (ICMLC, 2010)

AutoDunt: Dynamic Latent Dependence Analysis for Detection of Zero Day Vulnerability. - Kai Chen 012; Yifeng Lian; Yingjun Zhang (ICISC, 2011)

A Map-Layer-Based Access Control Model. - Yingjun Zhang; Yang Zhang; Kai Chen 012 (WISA, 2011)

Black-box testing based on colorful taint analysis. - Kai Chen 012; Dengguo Feng; Purui Su; Yingjun Zhang (Sci. China Inf. Sci., 2012)

Optimal Defense Strategies for DDoS Defender Using Bayesian Game Model. - Yuling Liu; Dengguo Feng; Yifeng Lian; Kai Chen 012; Yingjun Zhang (ISPEC, 2013)

VulLocator: Automatically Locating Vulnerable Code in Binary Programs. - Yingjun Zhang; Kai Chen 012; Yifeng Lian (ISPEC, 2013)

Vulnerability-Based Backdoors: Threats from Two-step Trojans. - Kai Chen 012; Yingjun Zhang; Yifeng Lian (SERE, 2013)

An Exploratory Study of White Hat Behaviors in a Web Vulnerability Disclosure Program. - Mingyi Zhao; Jens Grossklags; Kai Chen 012 (SIW@CCS, 2014)

Achieving accuracy and scalability simultaneously in detecting application clones on Android markets. - Kai Chen 012; Peng Liu 005; Yingjun Zhang (ICSE, 2014)

Droidmarking: resilient software watermarking for impeding android application repackaging. - Chuangang Ren; Kai Chen 012; Peng Liu 005 (ASE, 2014)

Uncovering the Dilemmas on Antivirus Software Design in Modern Mobile Platforms. - Heqing Huang 001; Kai Chen 012; Peng Liu 005; Sencun Zhu; Dinghao Wu (SecureComm (2), 2014)

Timing-Based Clone Detection on Android Markets. - Yingjun Zhang; Kezhen Huang; Yuling Liu; Kai Chen 012; Liang Huang; Yifeng Lian (SecureComm (2), 2014)

AppMark: A Picture-Based Watermark for Android Apps. - Yingjun Zhang; Kai Chen 012 (SERE, 2014)

Hare Hunting in the Wild Android: A Study on the Threat of Hanging Attribute References. - Yousra Aafer; Nan Zhang 018; Zhongwen Zhang; Xiao Zhang; Kai Chen 012; XiaoFeng Wang 001; Xiao-yong Zhou; Wenliang Du; Michael Grace (CCS, 2015)

Perplexed Messengers from the Cloud: Automated Security Analysis of Push-Messaging Integrations. - Yangyi Chen; Tongxin Li; XiaoFeng Wang 001; Kai Chen 012; Xinhui Han (CCS, 2015)

Towards Discovering and Understanding Unexpected Hazards in Tailoring Antivirus Software for Android. - Heqing Huang 001; Kai Chen 012; Chuangang Ren; Peng Liu 005; Sencun Zhu; Dinghao Wu (AsiaCCS, 2015)

From System Services Freezing to System Server Shutdown in Android: All You Need Is a Loop in an App. - Heqing Huang 001; Sencun Zhu; Kai Chen 012; Peng Liu 005 (CCS, 2015)

Cracking App Isolation on Apple: Unauthorized Cross-App Resource Access on MAC OS X and iOS. - Luyi Xing; Xiaolong Bai; Tongxin Li; XiaoFeng Wang 001; Kai Chen 012; Xiaojing Liao; Shi-Min Hu 001; Xinhui Han (CCS, 2015)

Finding Unknown Malice in 10 Seconds: Mass Vetting for New Threats at the Google-Play Scale. - Kai Chen 012; Peng Wang 088; Yeonjoon Lee; XiaoFeng Wang 001; Nan Zhang 018; Heqing Huang 001; Wei Zou; Peng Liu 005 (USENIX Security Symposium, 2015)

Unauthorized Cross-App Resource Access on MAC OS X and iOS. - Luyi Xing; Xiaolong Bai; Tongxin Li; XiaoFeng Wang 001; Kai Chen 012; Xiaojing Liao; Shi-Min Hu 001; Xinhui Han (CoRR, 2015)

A Lattice-Based Access Control Model for Social Networks. - Yingjun Zhang; Kai Chen 012; Yuling Liu; Yifeng Lian (CyberC, 2016)

Frequent Subgraph Based Familial Classification of Android Malware. - Ming Fan 002; Jun Liu 002; Xiapu Luo; Kai Chen 012; Tianyi Chen; Zhenzhou Tian; Xiaodong Zhang 014; Qinghua Zheng; Ting Liu 002 (ISSRE, 2016)

Following Devil's Footprints: Cross-Platform Analysis of Potentially Harmful Libraries on Android and iOS. - Kai Chen 012; Xueqiang Wang; Yi Chen 024; Peng Wang 088; Yeonjoon Lee; XiaoFeng Wang 001; Bin Ma 019; Aohui Wang; Yingjun Zhang; Wei Zou (IEEE Symposium on Security and Privacy, 2016)

Context-aware System Service Call-oriented Symbolic Execution of Android Framework with Application to Exploit Generation. - Lannan Luo; Qiang Zeng 001; Chen Cao 004; Kai Chen 012; Jian Liu 008; Limin Liu; Neng Gao; Min Yang 002; Xinyu Xing 001; Peng Liu 005 (CoRR, 2016)

Dynamically Discovering Likely Memory Layout to Perform Accurate Fuzzing. - Kai Chen 012; Yingjun Zhang; Peng Liu 005 (IEEE Trans. Reliab., 2016)

Mass Discovery of Android Traffic Imprints through Instantiated Partial Execution. - Yi Chen 024; Wei You 001; Yeonjoon Lee; Kai Chen 012; XiaoFeng Wang 001; Wei Zou (CCS, 2017)

Unleashing the Walking Dead: Understanding Cross-App Remote Infections on Mobile WebViews. - Tongxin Li; Xueqiang Wang; Mingming Zha 001; Kai Chen 012; XiaoFeng Wang 001; Luyi Xing; Xiaolong Bai; Nan Zhang 018; Xinhui Han (CCS, 2017)

SemFuzz: Semantics-based Automatic Generation of Proof-of-Concept Exploits. - Wei You 001; Peiyuan Zong; Kai Chen 012; XiaoFeng Wang 001; Xiaojing Liao; Pan Bian; Bin Liang 002 (CCS, 2017)

What should we do? A structured review of SCADA system cyber security standards. - Xiaojun Zhou; Zhen Xu 009; Liming Wang 001; Kai Chen 012 (CoDIT, 2017)

Ghost Installer in the Shadow: Security Analysis of App Installation on Android. - Yeonjoon Lee; Tongxin Li; Nan Zhang 018; Soteris Demetriou; Mingming Zha 001; XiaoFeng Wang 001; Kai Chen 012; Xiao-yong Zhou; Xinhui Han; Michael Grace (DSN, 2017)

Characterizing Smartwatch Usage in the Wild. - Xing Liu; Tianyu Chen; Feng Qian 001; Zhixiu Guo; Felix Xiaozhu Lin; Xiaofeng Wang 006; Kai Chen 012 (MobiSys, 2017)

System Service Call-oriented Symbolic Execution of Android Framework with Applications to Vulnerability Discovery and Exploit Generation. - Lannan Luo; Qiang Zeng 001; Chen Cao 004; Kai Chen 012; Jian Liu 008; Limin Liu; Neng Gao; Min Yang 002; Xinyu Xing 001; Peng Liu 005 (MobiSys, 2017)

Filtering for Malice Through the Data Ocean: Large-Scale PHA Install Detection at the Communication Service Provider Level. - Kai Chen 012; Tongxin Li; Bin Ma 001; Peng Wang 088; XiaoFeng Wang 001; Peiyuan Zong (RAID, 2017)

Understanding IoT Security Through the Data Crystal Ball: Where We Are Now and Where We Are Going to Be. - Nan Zhang 018; Soteris Demetriou; Xianghang Mi; Wenrui Diao; Kan Yuan; Peiyuan Zong; Feng Qian 001; XiaoFeng Wang 001; Kai Chen 012; Yuan Tian 001; Carl A. Gunter; Kehuan Zhang; et al. (CoRR, 2017)

Multi-key privacy-preserving deep learning in cloud computing. - Ping Li 018; Jin Li 002; Zhengan Huang; Tong Li 011; Chong-Zhi Gao; Siu-Ming Yiu; Kai Chen 012 (Future Gener. Comput. Syst., 2017)

A Large Scale Analysis of DNS Water Torture Attack. - Xi Luo; Liming Wang 001; Zhen Xu 009; Kai Chen 012; Jing Yang 024; Tian Tian (CSAI/ICIMT, 2018)

All Your Alexa Are Belong to Us: A Remote Voice Control Attack against Echo. - Xuejing Yuan; Yuxuan Chen; Aohui Wang; Kai Chen 012; Shengzhi Zhang; Heqing Huang 001; Ian M. Molloy (GLOBECOM, 2018)

Automatic Identification of Industrial Control Network Protocol Field Boundary Using Memory Propagation Tree. - Kai Chen 012; Ning Zhang; Liming Wang 001; Zhen Xu 009 (ICICS, 2018)

Understanding Android Obfuscation Techniques: A Large-Scale Investigation in the Wild. - Shuaike Dong; Menghao Li; Wenrui Diao; Xiangyu Liu; Jian Liu 008; Zhou Li 001; Fenghao Xu; Kai Chen 012; Xiaofeng Wang 006; Kehuan Zhang (SecureComm (1), 2018)

CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition. - Xuejing Yuan; Yuxuan Chen; Yue Zhao 018; Yunhui Long; Xiaokang Liu; Kai Chen 012; Shengzhi Zhang; Heqing Huang 001; Xiaofeng Wang 006; Carl A. Gunter (USENIX Security Symposium, 2018)

Privacy-preserving outsourced classification in cloud computing. - Ping Li 018; Jin Li 002; Zhengan Huang; Chong-Zhi Gao; Wenbin Chen 003; Kai Chen 012 (Clust. Comput., 2018)

A cyber security data triage operation retrieval system. - Chen Zhong; Tao Lin; Peng Liu 005; John Yen; Kai Chen 012 (Comput. Secur., 2018)

Understanding Membership Inferences on Well-Generalized Learning Models. - Yunhui Long; Vincent Bindschaedler; Lei Wang; Diyue Bu; Xiaofeng Wang 006; Haixu Tang; Carl A. Gunter; Kai Chen 012 (CoRR, 2018)

Practical Adversarial Attack Against Object Detector. - Yue Zhao 018; Hong Zhu; Qintao Shen; Ruigang Liang; Kai Chen 012; Shengzhi Zhang (CoRR, 2018)

DroidEcho: an in-depth dissection of malicious behaviors in Android applications. - Guozhu Meng; Ruitao Feng; Guangdong Bai; Kai Chen 012; Yang Liu 003 (Cybersecur., 2018)

Detecting telecommunication fraud by understanding the contents of a call. - Qianqian Zhao; Kai Chen 012; Tongxin Li; Yi Yang 100; XiaoFeng Wang 001 (Cybersecur., 2018)

Uncovering the Face of Android Ransomware: Characterization and Real-Time Detection. - Jing Chen 003; Chiheng Wang; Ziming Zhao 001; Kai Chen 012; Ruiying Du; Gail-Joon Ahn (IEEE Trans. Inf. Forensics Secur., 2018)

Android Malware Familial Classification and Representative Sample Selection via Frequent Subgraph Analysis. - Ming Fan 002; Jun Liu 002; Xiapu Luo; Kai Chen 012; Zhenzhou Tian; Qinghua Zheng; Ting Liu 002 (IEEE Trans. Inf. Forensics Secur., 2018)

Leveraging Information Asymmetry to Transform Android Apps into Self-Defending Code Against Repackaging Attacks. - Kai Chen 012; Yingjun Zhang; Peng Liu 005 (IEEE Trans. Mob. Comput., 2018)

Seeing isn't Believing: Towards More Robust Adversarial Attack Against Real World Object Detectors. - Yue Zhao 018; Hong Zhu; Ruigang Liang; Qintao Shen; Shengzhi Zhang; Kai Chen 012 (CCS, 2019)

RoLMA: A Practical Adversarial Attack Against Deep Learning-Based LPR Systems. - Mingming Zha 001; Guozhu Meng; Chaoyang Lin; Zhe Zhou 001; Kai Chen 012 (Inscrypt, 2019)

Complex-BP-Neural-Network-based Hybrid Precoding for Millimeter Wave Multiuser Massive MIMO Systems. - Kai Chen 012; Jing Yang 024; Xiaohu Ge; Yonghui Li 001 (ComComAP, 2019)

TraffickStop: Detecting and Measuring Illicit Traffic Monetization Through Large-Scale DNS Analysis. - Baojun Liu; Zhou Li 001; Peiyuan Zong; Chaoyi Lu; Hai-Xin Duan; Ying Liu 024; Sumayah A. Alrwais; XiaoFeng Wang 001; Shuang Hao 001; Yaoqi Jia; Yiming Zhang 009; Kai Chen 012; et al. (EuroS&P, 2019)

A Secure Container Deployment Strategy by Genetic Algorithm to Defend against Co-Resident Attacks in Cloud Computing. - Tong Kong; Liming Wang 001; Duohe Ma; Zhen Xu 009; Qian Yang; Kai Chen 012 (HPCC/SmartCity/DSS, 2019)

Demystifying Hidden Privacy Settings in Mobile Apps. - Yi Chen 024; Mingming Zha 001; Nan Zhang 018; Dandan Xu; Qianqian Zhao; Xuan Feng; Kan Yuan; Fnu Suya; Yuan Tian 001; Kai Chen 012; XiaoFeng Wang 001; Wei Zou (IEEE Symposium on Security and Privacy, 2019)

Devils in the Guidance: Predicting Logic Vulnerabilities in Payment Syndication Services through Automated Documentation Analysis. - Yi Chen 024; Luyi Xing; Yue Qin; Xiaojing Liao; XiaoFeng Wang 001; Kai Chen 012; Wei Zou (USENIX Security Symposium, 2019)

Using memory propagation tree to improve performance of protocol fuzzer when testing ICS. - Kai Chen 012; Chen Song; Liming Wang 001; Zhen Xu 009 (Comput. Secur., 2019)

Energy Efficiency Optimization of Generalized Spatial Modulation with Sub-Connected Hybrid Precoding. - Kai Chen 012; Jing Yang 024; Xiaohu Ge; Yonghui Li 001; Lin Tian; Jinglin Shi (CoRR, 2019)

Neural Networks in Hybrid Precoding for Millimeter Wave Massive MIMO Systems. - Jing Yang 024; Kai Chen 012; Xiaohu Ge; Yonghui Li 001; Lin Tian (CoRR, 2019)

Toward Scalable Fully Homomorphic Encryption Through Light Trusted Computing Assistance. - Wenhao Wang 001; Yichen Jiang; Qintao Shen; Weihao Huang; Hao Chen 030; Shuang Wang 002; Xiaofeng Wang 006; Haixu Tang; Kai Chen 012; Kristin E. Lauter; Dongdai Lin (CoRR, 2019)

Towards Privacy and Security of Deep Learning Systems: A Survey. - Yingzhe He; Guozhu Meng; Kai Chen 012; Xingbo Hu; Jinwen He (CoRR, 2019)

RTFM! Automatic Assumption Discovery and Verification Derivation from Library Document for API Misuse Detection. - Tao Lv; Ruishi Li; Yi Yang 100; Kai Chen 012; Xiaojing Liao; XiaoFeng Wang 001; Peiwei Hu; Luyi Xing (CCS, 2020)

Defending Use-After-Free via Relationship Between Memory and Pointer. - Guangquan Xu; Miao Li; Xiaotong Li; Kai Chen 012; Ran Wang; Wei Wang 012; Kaitai Liang; Qiang Tang 005; Shaoying Liu (CollaborateCom (1), 2020)

Zipper Stack: Shadow Stacks Without Shadow. - Jinfeng Li; Liwei Chen; Qizhen Xu; Linan Tian; Gang Shi; Kai Chen 012; Dan Meng 002 (ESORICS (1), 2020)

A Pragmatic Approach to Membership Inferences on Machine Learning Models. - Yunhui Long; Lei Wang; Diyue Bu; Vincent Bindschaedler; XiaoFeng Wang 001; Haixu Tang; Carl A. Gunter; Kai Chen 012 (EuroS&P, 2020)

ConfigRand: A Moving Target Defense Framework against the Shared Kernel Information Leakages for Container-based Cloud. - Tong Kong; Liming Wang 001; Duohe Ma; Kai Chen 012; Zhen Xu 009; Yijun Lu (HPCC/DSS/SmartCity, 2020)

A3Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps. - Wei Wang 277; Guozhu Meng; Haoyu Wang 001; Kai Chen 012; Weimin Ge; Xiaohong Li 001 (ICSME, 2020)

WGT: Thwarting Web Attacks Through Web Gene Tree-based Moving Target Defense. - Yaqin Zhang; Duohe Ma; Xiaoyan Sun 003; Kai Chen 012; Feng Liu 001 (ICWS, 2020)

What You See Is Not What You Get: Towards Deception-Based Data Moving Target Defense. - Yaqin Zhang; Duohe Ma; Xiaoyan Sun 003; Kai Chen 012; Feng Liu 001 (IPCCC, 2020)

Devil's Whisper: A General Approach for Physical Adversarial Attacks against Commercial Black-box Speech Recognition Devices. - Yuxuan Chen; Xuejing Yuan; Jiangshan Zhang; Yue Zhao 018; Shengzhi Zhang; Kai Chen 012; XiaoFeng Wang 001 (USENIX Security Symposium, 2020)

SkillExplorer: Understanding the Behavior of Skills in Large Scale. - Zhixiu Guo; Zijin Lin; Pan Li; Kai Chen 012 (USENIX Security Symposium, 2020)

FuzzGuard: Filtering out Unreachable Inputs in Directed Grey-box Fuzzing through Deep Learning. - Peiyuan Zong; Tao Lv; Dawei Wang 021; Zizhuang Deng; Ruigang Liang; Kai Chen 012 (USENIX Security Symposium, 2020)

Confidential Attestation: Efficient in-Enclave Verification of Privacy Policy Compliance. - Weijie Liu 004; Wenhao Wang 001; XiaoFeng Wang 001; Xiaozhu Meng; Yaosong Lu; Hongbo Chen; Xinyu Wang; Qingtao Shen; Kai Chen 012; Haixu Tang; Yi Chen 024; Luyi Xing (CoRR, 2020)

A3Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps. - Wei Wang 277; Guozhu Meng; Haoyu Wang 001; Kai Chen 012; Weimin Ge; Xiaohong Li 001 (CoRR, 2020)

Using Sonar for Liveness Detection to Protect Smart Speakers against Remote Attackers. - Yeonjoon Lee; Yue Zhao 018; Jiutian Zeng; Kwangwuk Lee; Nan Zhang 018; Faysal Hossain Shezan; Yuan Tian 001; Kai Chen 012; XiaoFeng Wang 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Manipulating Users' Trust on Amazon Echo: Compromising Smart Home from Outside. - Yuxuan Chen; Xuejing Yuan; Aohui Wang; Kai Chen 012; Shengzhi Zhang; Heqing Huang 001 (EAI Endorsed Trans. Security Safety, 2020)

ABCFI: Fast and Lightweight Fine-Grained Hardware-Assisted Control-Flow Integrity. - Jinfeng Li; Liwei Chen; Gang Shi; Kai Chen 012; Dan Meng 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Tainting-Assisted and Context-Migrated Symbolic Execution of Android Framework for Vulnerability Discovery and Exploit Generation. - Lannan Luo; Qiang Zeng 001; Chen Cao 004; Kai Chen 012; Jian Liu 008; Limin Liu; Neng Gao; Min Yang 002; Xinyu Xing 001; Peng Liu 005 (IEEE Trans. Mob. Comput., 2020)

AI-Lancet: Locating Error-inducing Neurons to Optimize Neural Networks. - Yue Zhao 018; Hong Zhu; Kai Chen 012; Shengzhi Zhang (CCS, 2021)

Practical and Efficient in-Enclave Verification of Privacy Compliance. - Weijie Liu 004; Wenhao Wang 001; Hongbo Chen; Xiaofeng Wang 006; Yaosong Lu; Kai Chen 012; Xinyu Wang; Qintao Shen; Yi Chen 024; Haixu Tang (DSN, 2021)

Why is Your Trojan NOT Responding? A Quantitative Analysis of Failures in Backdoor Attacks of Neural Networks. - Xingbo Hu; Yibing Lan; Ruimin Gao; Guozhu Meng; Kai Chen 012 (ICA3PP (3), 2021)

Disappeared Face: A Physical Adversarial Attack Method on Black-Box Face Detection Models. - Chuan Zhou; Huiyun Jing; Xin He; Liming Wang 001; Kai Chen 012; Duohe Ma (ICICS (1), 2021)

Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis. - Yi Chen 024; Yepeng Yao; XiaoFeng Wang 001; Dandan Xu; Chang Yue; Xiaozhong Liu; Kai Chen 012; Haixu Tang; Baoxu Liu (SP, 2021)

DRMI: A Dataset Reduction Technology based on Mutual Information for Black-box Attacks. - Yingzhe He; Guozhu Meng; Kai Chen 012; Xingbo Hu; Jinwen He (USENIX Security Symposium, 2021)

SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization. - Dongsong Yu; Guangliang Yang 001; Guozhu Meng; Xiaorui Gong; Xiu Zhang; Xiaobo Xiang; Xiaoyu Wang; Yue Jiang; Kai Chen 012; Wei Zou; Wenke Lee; Wenchang Shi (WWW, 2021)

HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks. - Peizhuo Lv; Pan Li; Shengzhi Zhang; Kai Chen 012; Ruigang Liang; Yue Zhao 018; Yingjiu Li (CoRR, 2021)

DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks. - Yingzhe He; Guozhu Meng; Kai Chen 012; Jinwen He; Xingbo Hu (CoRR, 2021)

DBIA: Data-free Backdoor Injection Attack against Transformer Networks. - Peizhuo Lv; Hualong Ma; Jiachen Zhou 001; Ruigang Liang; Kai Chen 012; Shengzhi Zhang; Yunfei Yang 001 (CoRR, 2021)

Semantics-Recovering Decompilation through Neural Machine Translation. - Ruigang Liang; Ying Cao 006; Peiwei Hu; Jinwen He; Kai Chen 012 (CoRR, 2021)

Neutron: an attention-based neural decompiler. - Ruigang Liang; Ying Cao 006; Peiwei Hu; Kai Chen 012 (Cybersecur., 2021)

Sub-Array Hybrid Precoding for Massive MIMO Systems: A CNN-Based Approach. - Kai Chen 012; Jing Yang 024; Qiang Li 009; Xiaohu Ge (IEEE Commun. Lett., 2021)

Demystifying the Vetting Process of Voice-controlled Skills on Markets. - Dawei Wang 021; Kai Chen 012; Wei Wang 012 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

MBTree: Detecting Encryption RATs Communication Using Malicious Behavior Tree. - Cong Dong; Zhigang Lu 002; Zelin Cui; Baoxu Liu; Kai Chen 012 (IEEE Trans. Inf. Forensics Secur., 2021)

An Exploit Kits Detection Approach Based on HTTP Message Graph. - Yan Qin; Weiping Wang 003; Shigeng Zhang; Kai Chen 012 (IEEE Trans. Inf. Forensics Secur., 2021)

Boosting Neural Networks to Decompile Optimized Binaries. - Ying Cao 006; Ruigang Liang; Kai Chen 012; Peiwei Hu (ACSAC, 2022)

Understanding Real-world Threats to Deep Learning Models in Android Apps. - Zizhuang Deng; Kai Chen 012; Guozhu Meng; Xiaodong Zhang 014; Ke Xu; Yao Cheng (CCS, 2022)

Game Theory Approaches for Evaluating the Deception-based Moving Target Defense. - Duohe Ma; Zhimin Tang; Xiaoyan Sun 003; Lu Guo; Liming Wang 001; Kai Chen 012 (MTD@CCS, 2022)

Clues in Tweets: Twitter-Guided Discovery and Analysis of SMS Spam. - Siyuan Tang; Xianghang Mi; Ying Li; XiaoFeng Wang 001; Kai Chen 012 (CCS, 2022)

Detecting API Missing-Check Bugs Through Complete Cross Checking of Erroneous Returns. - Qintao Shen; Hongyu Sun; Guozhu Meng; Kai Chen 012; Yuqing Zhang 001 (Inscrypt, 2022)

VITAS : Guided Model-based VUI Testing of VPA Apps. - Suwan Li; Lei Bu; Guangdong Bai; Zhixiu Guo; Kai Chen 012; Hanlin Wei (ASE, 2022)

TransRepair: Context-aware Program Repair for Compilation Errors. - Xueyang Li; Shangqing Liu; Ruitao Feng; Guozhu Meng; Xiaofei Xie; Kai Chen 012; Yang Liu 003 (ASE, 2022)

Scrutinizing Privacy Policy Compliance of Virtual Personal Assistant Apps. - Fuman Xie; Yanjun Zhang; Chuan Yan; Suwan Li; Lei Bu; Kai Chen 012; Zi Huang; Guangdong Bai (ASE, 2022)

A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information. - Pan Li; Peizhuo Lv; Shenchen Zhu; Ruigang Liang; Kai Chen 012 (CoRR, 2022)

SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems. - Yuxuan Chen; Jiangshan Zhang; Xuejing Yuan; Shengzhi Zhang; Kai Chen 012; Xiaofeng Wang 006; Shanqing Guo (ACM Trans. Priv. Secur., 2022)

Detecting Adversarial Samples for Deep Learning Models: A Comparative Study. - Shigeng Zhang; Shuxin Chen; Xuan Liu 001; Chengyao Hua; Weiping Wang 003; Kai Chen 012; Jian Zhang 048; Jianxin Wang 001 (IEEE Trans. Netw. Sci. Eng., 2022)

ConcSpectre: Be Aware of Forthcoming Malware Hidden in Concurrent Programs. - Yang Liu 090; Zisen Xu; Ming Fan 002; Yu Hao 006; Kai Chen 012; Hao Chen 003; Yan Cai 001; Zijiang Yang 006; Ting Liu 002 (IEEE Trans. Reliab., 2022)

Towards Security Threats of Deep Learning Systems: A Survey. - Yingzhe He; Guozhu Meng; Kai Chen 012; Xingbo Hu; Jinwen He (IEEE Trans. Software Eng., 2022)

Applying blockchain-based method to smart contract classification for CPS applications. - Zigui Jiang; Kai Chen 012; Hailin Wen; Zibin Zheng (Digit. Commun. Networks, 2022)

Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing. - Jinwen He; Kai Chen 012; Guozhu Meng; Jiangshan Zhang; Congyi Li (CCS, 2023)

FMDiv: Functional Module Division on Binary Malware for Accurate Malicious Code Localization. - Weihao Huang; Chaoyang Lin; Qiucun Yan; Lu Xiang; Zhiyu Zhang; Guozhu Meng; Kai Chen 012 (CSCWD, 2023)

Invisible Backdoor Attacks Using Data Poisoning in Frequency Domain. - Chang Yue; Peizhuo Lv; Ruigang Liang; Kai Chen 012 (ECAI, 2023)

DBIA: Data-Free Backdoor Attack Against Transformer Networks. - Peizhuo Lv; Hualong Ma; Jiachen Zhou 001; Ruigang Liang; Kai Chen 012; Shengzhi Zhang; Yunfei Yang 001 (ICME, 2023)

Every Time Can Be Different: A Data Dynamic Protection Method Based on Moving Target Defense. - Zhimin Tang; Duohe Ma; Xiaoyan Sun 003; Kai Chen 012; Liming Wang 001; Junye Jiang (ISCC, 2023)

Security Checking of Trigger-Action-Programming Smart Home Integrations. - Lei Bu; Qiuping Zhang; Suwan Li; Jinglin Dai; Guangdong Bai; Kai Chen 012; Xuandong Li (ISSTA, 2023)

PPA: Preference Profiling Attack Against Federated Learning. - Chunyi Zhou; Yansong Gao 001; Anmin Fu; Kai Chen 012; Zhiyang Dai; Zhi Zhang 001; Minhui Xue 001; Yuqing Zhang 001 (NDSS, 2023)

AI-Guardian: Defeating Adversarial Attacks using Backdoors. - Hong Zhu; Shengzhi Zhang; Kai Chen 012 (SP, 2023)

Differential Testing of Cross Deep Learning Framework APIs: Revealing Inconsistencies and Vulnerabilities. - Zizhuang Deng; Guozhu Meng; Kai Chen 012; Tong Liu; Lu Xiang; Chunyang Chen 001 (USENIX Security Symposium, 2023)

AURC: Detecting Errors in Program Code and Documentation. - Peiwei Hu; Ruigang Liang; Ying Cao 006; Kai Chen 012; Runze Zhang (USENIX Security Symposium, 2023)

Detecting API Post-Handling Bugs Using Code and Description in Patches. - Miaoqian Lin; Kai Chen 012; Yang Xiao 011 (USENIX Security Symposium, 2023)

A Data-free Backdoor Injection Approach in Neural Networks. - Peizhuo Lv; Chang Yue; Ruigang Liang; Yunfei Yang 001; Shengzhi Zhang; Hualong Ma; Kai Chen 012 (USENIX Security Symposium, 2023)

CarpetFuzz: Automatic Program Option Constraint Extraction from Documentation for Fuzzing. - Dawei Wang 021; Ying Li; Zhiyu Zhang; Kai Chen 012 (USENIX Security Symposium, 2023)

Aliasing Backdoor Attacks on Pre-trained Models. - Cheng'an Wei; Yeonjoon Lee; Kai Chen 012; Guozhu Meng; Peizhuo Lv (USENIX Security Symposium, 2023)

UAF-GUARD: Defending the use-after-free exploits via fine-grained memory permission management. - Guangquan Xu; Wenqing Lei; Lixiao Gong; Jian Liu 004; Hongpeng Bai; Kai Chen 012; Ran Wang; Wei Wang 012; Kaitai Liang; Weizhe Wang; Weizhi Meng 001; Shaoying Liu (Comput. Secur., 2023)

ConFL: Constraint-guided Fuzzing for Machine Learning Framework. - Zhao Liu; Quanchen Zou; Tian Yu; Xuan Wang; Guozhu Meng; Kai Chen 012; Deyue Zhang (CoRR, 2023)

LLM Factoscope: Uncovering LLMs' Factual Discernment through Inner States Analysis. - Jinwen He; Yujia Gong; Kai Chen 012; Zijin Lin; Cheng'an Wei; Yue Zhao 018 (CoRR, 2023)

Secure Aggregation is Insecure: Category Inference Attack on Federated Learning. - Jiqiang Gao; Boyu Hou; Xiaojie Guo 004; Zheli Liu; Ying Zhang 015; Kai Chen 012; Jin Li 002 (IEEE Trans. Dependable Secur. Comput., 2023)

A Robustness-Assured White-Box Watermark in Neural Networks. - Peizhuo Lv; Pan Li; Shengzhi Zhang; Kai Chen 012; Ruigang Liang; Hualong Ma; Yue Zhao 018; Yingjiu Li (IEEE Trans. Dependable Secur. Comput., 2023)

LSD: Adversarial Examples Detection Based on Label Sequences Discrepancy. - Shigeng Zhang; Shuxin Chen; Chengyao Hua; Zhetao Li; Yanchun Li; Xuan Liu 001; Kai Chen 012; Zhankai Li; Weiping Wang 003 (IEEE Trans. Inf. Forensics Secur., 2023)

Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development. - Zigui Jiang; Zibin Zheng; Kai Chen 012; Xiapu Luo; Xiuwen Tang; Yin Li (IEEE Trans. Serv. Comput., 2023)

Multi-feature generation network-based imputation method for industrial data with high missing rate. - Zheng Lv; Kai Chen 012; Tai Zhang; Jun Zhao 004; Wei Wang 036 (Expert Syst. Appl., 2023)

SkillSim: voice apps similarity detection. - Zhixiu Guo; Ruigang Liang; Guozhu Meng; Kai Chen 012 (Cybersecur., 2023)

Are our clone detectors good enough? An empirical study of code effects by obfuscation. - Weihao Huang; Guozhu Meng; Chaoyang Lin; Qiucun Yan; Kai Chen 012; Zhuo Ma 001 (Cybersecur., 2023)

Jeu de mots paronomasia: a StackOverflow-driven bug discovery approach. - Yi Yang 100; Ying Li; Kai Chen 012; Jinghua Liu (Cybersecur., 2023)

UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation. - Yue Zhao 018; Congyi Li; Kai Chen 012 (AAAI, 2024)

DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. - Jiachen Zhou 001; Peizhuo Lv; Yibing Lan; Guozhu Meng; Kai Chen 012; Hualong Ma (AAAI, 2024)

LLM Factoscope: Uncovering LLMs' Factual Discernment through Measuring Inner States. - Jinwen He; Yujia Gong; Zijin Lin; Cheng'an Wei; Yue Zhao 018; Kai Chen 012 (ACL (Findings), 2024)

I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors. - Zijin Lin; Yue Zhao 018; Kai Chen 012; Jinwen He (CCS, 2024)

Demystifying RCE Vulnerabilities in LLM-Integrated Apps. - Tong Liu; Zizhuang Deng; Guozhu Meng; Yuekang Li; Kai Chen 012 (CCS, 2024)

Attention-Based Decompilation Through Neural Machine Translation. - Ruigang Liang; Ying Cao 006; Peiwei Hu; Kai Chen 012 (Inscrypt (1), 2024)

What You See Is The Tip Of The Iceberg: A Novel Technique For Data Leakage Prevention. - Kai Chen 012; Qian Yang; Jiankai Wang; Duohe Ma; Liming Wang 001; Zhen Xu 009 (CSCWD, 2024)

A Secure Blockchain-based Reputation Scheme for Data Offloading in Edge Computing. - Qian Yang; Jiankai Wang; Kai Chen 012; Hongjia Li; Haihua Gao; Zhen Xu 009 (CSCWD, 2024)

SC-WGAN: GAN-Based Oversampling Method for Network Intrusion Detection. - Wuxia Bai; Kailong Wang 001; Kai Chen 012; Shenghui Li; Bingqian Li; Ning Zhang (ICECCS, 2024)

Optimizing Decompiler Output by Eliminating Redundant Data Flow in Self-Recursive Inlining. - Runze Zhang; Ying Cao 006; Ruigang Liang; Peiwei Hu; Kai Chen 012 (ICSME, 2024)

Using Microposture Features and Optical Flows for Deepfake Detection. - Kai Chen 012; Duohe Ma; Zhenchao Zhang; Zhimin Tang; Liming Wang 001; Junye Jiang (IFIP Int. Conf. Digital Forensics, 2024)

AdvOcl: Naturalistic Clothing Pattern Adversarial to Person Detectors in Occlusion. - Zhitong Lu; Duohe Ma; Linna Fan; Zhen Xu 009; Kai Chen 012 (IH&MMSec, 2024)

Evaluating the Effectiveness of Decompilers. - Ying Cao 006; Runze Zhang; Ruigang Liang; Kai Chen 012 (ISSTA, 2024)

Attribution-guided Adversarial Code Prompt Generation for Code Completion Models. - Xueyang Li; Guozhu Meng; Shangqing Liu; Lu Xiang; Kun Sun; Kai Chen 012; Xiapu Luo; Yang Liu 003 (ASE, 2024)

DeGPT: Optimizing Decompiler Output with LLM. - Peiwei Hu; Ruigang Liang; Kai Chen 012 (NDSS, 2024)

SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-Supervised Learning. - Peizhuo Lv; Pan Li; Shenchen Zhu; Shengzhi Zhang; Kai Chen 012; Ruigang Liang; Chang Yue; Fan Xiang; Yuling Cai; Hualong Ma; Yingjun Zhang; Guozhu Meng (NDSS, 2024)

KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs. - Hualong Ma; Peizhuo Lv; Kai Chen 012; Jiachen Zhou 001 (RAID, 2024)

MEA-Defender: A Robust Watermark against Model Extraction Attack. - Peizhuo Lv; Hualong Ma; Kai Chen 012; Jiachen Zhou 001; Shengzhi Zhang; Ruigang Liang; Shenchen Zhu; Pan Li; Yingjun Zhang (SP, 2024)

Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction. - Tong Liu; Yingjie Zhang; Zhe Zhao; Yinpeng Dong; Guozhu Meng; Kai Chen 012 (USENIX Security Symposium, 2024)

Racing on the Negative Force: Efficient Vulnerability Root-Cause Analysis through Reinforcement Learning on Counterexamples. - Dandan Xu; Di Tang 001; Yi Chen 024; XiaoFeng Wang 001; Kai Chen 012; Haixu Tang; Longxing Li (USENIX Security Symposium, 2024)

DARKFLEECE: Probing the Dark Side of Android Subscription Apps. - Chang Yue; Chen Zhong; Kai Chen 012; Zhiyu Zhang; Yeonjoon Lee (USENIX Security Symposium, 2024)

AE-Morpher: Improve Physical Robustness of Adversarial Objects against LiDAR-based Detectors via Object Reconstruction. - Shenchen Zhu; Yue Zhao 018; Kai Chen 012; Bo Wang; Hualong Ma; Cheng'an Wei (USENIX Security Symposium, 2024)

Runtime Anomaly Detection for MEC Services with Multi-Timescale and Dimensional Feature. - Qian Yang; Hongjia Li; Kai Chen 012; Jiankai Wang; Liming Wang 001; Zhen Xu 009 (WCNC, 2024)

Large Language Models for Cyber Security: A Systematic Literature Review. - Hanxiang Xu; Shenao Wang 001; Ningke Li; Kailong Wang 001; Yanjie Zhao 001; Kai Chen 012; Ting Yu 001; Yang Liu 003; Haoyu Wang 001 (CoRR, 2024)

AuthNet: Neural Network with Integrated Authentication Logic. - Yuling Cai; Fan Xiang; Guozhu Meng; Yinzhi Cao; Kai Chen 012 (CoRR, 2024)

Model-Enhanced LLM-Driven VUI Testing of VPA Apps. - Suwan Li; Lei Bu; Guangdong Bai; Fuman Xie; Kai Chen 012; Chang Yue (CoRR, 2024)

Bridging Design and Development with Automated Declarative UI Code Generation. - Ting Zhou; Yanjie Zhao 001; Xinyi Hou; Xiaoyu Sun 002; Kai Chen 012; Haoyu Wang 001 (CoRR, 2024)

Dormant: Defending against Pose-driven Human Image Animation. - Jiachen Zhou 001; Mingsi Wang; Tianlin Li; Guozhu Meng; Kai Chen 012 (CoRR, 2024)

A Survey on Physical Adversarial Attacks against Face Recognition Systems. - Mingsi Wang; Jiachen Zhou 001; Tianlin Li; Guozhu Meng; Kai Chen 012 (CoRR, 2024)

A Code Knowledge Graph-Enhanced System for LLM-Based Fuzz Driver Generation. - Hanxiang Xu; Wei Ma; Ting Zhou; Yanjie Zhao 001; Kai Chen 012; Qiang Hu; Yang Liu 003; Haoyu Wang 001 (CoRR, 2024)

UCG: A Universal Cross-Domain Generator for Transferable Adversarial Examples. - Zhankai Li; Weiping Wang 003; Jie Li 086; Kai Chen 012; Shigeng Zhang (IEEE Trans. Inf. Forensics Secur., 2024)

Foolmix: Strengthen the Transferability of Adversarial Examples by Dual-Blending and Direction Update Strategy. - Zhankai Li; Weiping Wang 003; Jie Li 086; Kai Chen 012; Shigeng Zhang (IEEE Trans. Inf. Forensics Secur., 2024)

AutoPwn: Artifact-Assisted Heap Exploit Generation for CTF PWN Competitions. - Dandan Xu; Kai Chen 012; Miaoqian Lin; Chaoyang Lin; Xiaofeng Wang 006 (IEEE Trans. Inf. Forensics Secur., 2024)

NeuralSanitizer: Detecting Backdoors in Neural Networks. - Hong Zhu; Yue Zhao 018; Shengzhi Zhang; Kai Chen 012 (IEEE Trans. Inf. Forensics Secur., 2024)

Station: Gesture-Based Authentication for Voice Interfaces. - Sungbin Park; Xueqiang Wang; Kai Chen 012; Yeonjoon Lee (IEEE Internet Things J., 2024)

Revealing the exploitability of heap overflow through PoC analysis. - Qintao Shen; Guozhu Meng; Kai Chen 012 (Cybersecur., 2024)

Physically Robust and Imperceptible Adversarial Examples Generation Based on Frequency. - Chengyao Hua; Yitian Chen; Shigeng Zhang; Xuan Liu 001; Senzhang Wang; Weiping Wang 003; Kai Chen 012 (ICASSP, 2025)

A Model Stealing Attack Against Multi-Exit Networks. - Pan Li; Peizhuo Lv; Kai Chen 012; Shengzhi Zhang; Yuling Cai; Fan Xiang (ICASSP, 2025)

CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph. - Hanxiang Xu; Wei Ma; Ting Zhou; Yanjie Zhao 001; Kai Chen 012; Qiang Hu; Yang Liu 003; Haoyu Wang 001 (ICSE Companion, 2025)

Uncovering the iceberg from the tip: Generating API Specifications for Bug Detection via Specification Propagation Analysis. - Miaoqian Lin; Kai Chen 012; Yi Yang 100; Jinghua Liu (NDSS, 2025)

Generating API Parameter Security Rules with LLM for API Misuse Detection. - Jinghua Liu; Yi Yang 100; Kai Chen 012; Miaoqian Lin (NDSS, 2025)

The Midas Touch: Triggering the Capability of LLMs for RM-API Misuse Detection. - Yi Yang 100; Jinghua Liu; Kai Chen 012; Miaoqian Lin (NDSS, 2025)

What's Done Is Not What's Claimed: Detecting and Interpreting Inconsistencies in App Behaviors. - Chang Yue; Kai Chen 012; Zhixiu Guo; Jun Dai; Xiaoyan Sun 003; Yi Yang 100 (NDSS, 2025)

LLM App Squatting and Cloning. - Yinglin Xie; Xinyi Hou; Yanjie Zhao 001; Kai Chen 012; Haoyu Wang 001 (SIGSOFT FSE Companion, 2025)

TypeForge: Synthesizing and Selecting Best-Fit Composite Data Types for Stripped Binaries. - Yanzhong Wang; Ruigang Liang; Yilin Li; Peiwei Hu; Kai Chen 012; Bolun Zhang (SP, 2025)

EvilHarmony: Stealthy Adversarial Attacks Against Black-Box Speech Recognition Systems. - Xuejing Yuan; Jiangshan Zhang; Feng Guo; Kai Chen 012; Xiaofeng Wang 006; Shengzhi Zhang; Yuxuan Chen; Dun Liu; Pan Li; Zihao Wang; Runnan Zhu (SP, 2025)

ProvGOutLiner: A lightweight anomaly detection method based on process behavior features within provenance graphs. - Weiping Wang 003; Chenyu Wang; Hong Song; Kai Chen 012; Shigeng Zhang (Comput. Secur., 2025)

BinQuery: A Novel Framework for Natural Language-Based Binary Code Retrieval. - Bolun Zhang; Zeyu Gao; Hao Wang 003; Yuxin Cui; Siliang Qin; Chao Zhang 008; Kai Chen 012; Beibei Zhao (Proc. ACM Softw. Eng., 2025)

Unlocking Low Frequency Syscalls in Kernel Fuzzing with Dependency-Based RAG. - Zhiyu Zhang; Longxing Li; Ruigang Liang; Kai Chen 012 (Proc. ACM Softw. Eng., 2025)

DeclarUI: Bridging Design and Development with Automated Declarative UI Code Generation. - Ting Zhou; Yanjie Zhao 001; Xinyi Hou; Xiaoyu Sun 002; Kai Chen 012; Haoyu Wang 001 (Proc. ACM Softw. Eng., 2025)

MalFocus: Locating Malicious Modules in Malware Based on Hybrid Deep Learning. - Weihao Huang; Chaoyang Lin; Lu Xiang; Zhiyu Zhang; Guozhu Meng; Lei Xue 001; Kai Chen 012; Lei Meng; Zongming Zhang (IEEE Trans. Dependable Secur. Comput., 2025)

CoBA: Collusive Backdoor Attacks With Optimized Trigger to Federated Learning. - Xiaoting Lyu; Yufei Han 001; Wei Wang 012; Jingkai Liu; Bin Wang 062; Kai Chen 012; Yidong Li; Jiqiang Liu; Xiangliang Zhang 001 (IEEE Trans. Dependable Secur. Comput., 2025)

TruVRF: Toward Triple-Granularity Verification on Machine Unlearning. - Chunyi Zhou; Yansong Gao 001; Anmin Fu; Kai Chen 012; Zhi Zhang 001; Minhui Xue 001; Zhiyang Dai; Shouling Ji; Yuqing Zhang 001 (IEEE Trans. Inf. Forensics Secur., 2025)

RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models. - Peizhuo Lv; Mengjie Sun; Hao Wang 034; Xiaofeng Wang 006; Shengzhi Zhang; Yuxuan Chen; Kai Chen 012; Limin Sun 001 (CoRR, 2025)

LoRAGuard: An Effective Black-box Watermarking Approach for LoRAs. - Peizhuo Lv; Yiran Xiahou; Congyi Li; Mengjie Sun; Shengzhi Zhang; Kai Chen 012; Yingjun Zhang (CoRR, 2025)

Adversarial Attack and Defense for Commercial Black-box Chinese-English Speech Recognition Systems. - Xuejing Yuan; Jiangshan Zhang; Kai Chen 012; Cheng'an Wei; Ruiyuan Li; Zhenkun Ma; Xinqi Ling (ACM Trans. Priv. Secur., 2025)

Align in Depth: Defending Jailbreak Attacks via Progressive Answer Detoxification. - Yingjie Zhang; Tong Liu; Zhe Zhao; Guozhu Meng; Kai Chen 012 (CoRR, 2025)

Toward Understanding Bugs in Vector Database Management Systems. - Yinglin Xie; Xinyi Hou; Yanjie Zhao 001; Shenao Wang 001; Kai Chen 012; Haoyu Wang 001 (CoRR, 2025)

Tady: A Neural Disassembler without Structural Constraint Violations. - Siliang Qin; Fengrui Yang; Hao Wang 003; Bolun Zhang; Zeyu Gao; Chao Zhang 008; Kai Chen 012 (CoRR, 2025)

Measuring and Explaining the Effects of Android App Transformations in Online Malware Detection. - Guozhu Meng; Zhixiu Guo; Xiaodong Zhang 014; Haoyu Wang 001; Kai Chen 012; Yang Liu 003 (CoRR, 2025)