Optimistic Mixing for Exit-Polls. - Philippe Golle; Sheng Zhong 002; Dan Boneh; Markus Jakobsson; Ari Juels (ASIACRYPT, 2002)

A practical key management scheme for access control in a user hierarchy. - Sheng Zhong 002 (Comput. Secur., 2002)

Sprite: A Simple, Cheat-Proof, Credit-Based System for Mobile Ad-Hoc Networks. - Sheng Zhong 002; Jiang Chen; Yang Richard Yang (INFOCOM, 2003)

Attacks on the (enhanced) Yang-Shieh authentication. - Kefei Chen; Sheng Zhong 002 (Comput. Secur., 2003)

A comment on the Chen-Chung scheme for hierarchical access control. - Sheng Zhong 002; Tianwen Lin (Comput. Secur., 2003)

Towards a Theory of Data Entanglement: (Extended Abstract). - James Aspnes; Joan Feigenbaum; Aleksandr Yampolskiy; Sheng Zhong 002 (ESORICS, 2004)

Anonymity-preserving data collection. - Zhiqiang Yang; Sheng Zhong 002; Rebecca N. Wright (KDD, 2005)

Distributed Data Mining Protocols for Privacy: A Review of Some Recent Results. - Rebecca N. Wright; Zhiqiang Yang; Sheng Zhong 002 (MADNES, 2005)

On designing incentive-compatible routing and forwarding protocols in wireless ad-hoc networks: an integrated approach using game theoretical and cryptographic techniques. - Sheng Zhong 002; Li (Erran) Li; Yanbin Grace Liu; Yang Richard Yang (MobiCom, 2005)

Privacy-enhancing k-anonymization of customer data. - Sheng Zhong 002; Zhiqiang Yang; Rebecca N. Wright (PODS, 2005)

Privacy-Preserving Classification of Customer Data without Loss of Accuracy. - Zhiqiang Yang; Sheng Zhong 002; Rebecca N. Wright (SDM, 2005)

Privacy-Preserving Queries on Encrypted Data. - Zhiqiang Yang; Sheng Zhong 002; Rebecca N. Wright (ESORICS, 2006)

An Efficient and Secure Cryptosystem for Encrypting Long Messages. - Sheng Zhong 002 (Fundam. Informaticae, 2006)

Breaking a remote user authentication scheme for multi-server architecture. - Xiang Cao; Sheng Zhong 002 (IEEE Commun. Lett., 2006)

Verifiable Distributed Oblivious Transfer and Mobile Agent Security. - Sheng Zhong 002; Yang Richard Yang (Mob. Networks Appl., 2006)

Cost-Effective Traffic Assignment for Multipath Routing in Selfish Networks. - Fan Wu 006; Sheng Zhong 002; Jiqiang Liu (GLOBECOM, 2007)

Enhancing Privacy of Released Database. - Tingting Chen 001; Sheng Zhong 002 (GrC, 2007)

Towards Privacy-Preserving Model Selection. - Zhiqiang Yang; Sheng Zhong 002; Rebecca N. Wright (PinKDD, 2007)

On designing collusion-resistant routing schemes for non-cooperative wireless ad hoc networks. - Sheng Zhong 002; Fan Wu 006 (MobiCom, 2007)

Understanding and Utilizing the Hierarchy of Abnormal BGP Events. - Dejing Dou; Jun Li 001; Han Qin; Shiwoong Kim; Sheng Zhong 002 (SDM, 2007)

An efficient algorithm for topology discovery of a blackbox communication network. - Sheng Zhong 002 (Appl. Math. Comput., 2007)

An Attack on the Zhou-Fan-Li Authenticated Multiple-Key Agreement Protocol. - Sheng Zhong 002 (Cryptologia, 2007)

Two methods for privacy preserving data mining with malicious participants. - Divyesh Shah; Sheng Zhong 002 (Inf. Sci., 2007)

Privacy-preserving algorithms for distributed mining of frequent itemsets. - Sheng Zhong 002 (Inf. Sci., 2007)

Towards a theory of data entanglement. - James Aspnes; Joan Feigenbaum; Aleksandr Yampolskiy; Sheng Zhong 002 (Theor. Comput. Sci., 2007)

On designing incentive-compatible routing and forwarding protocols in wireless ad-hoc networks. - Sheng Zhong 002; Li Erran Li; Yanbin Grace Liu; Yang Richard Yang (Wirel. Networks, 2007)

Globally Optimal Channel Assignment for Non-Cooperative Wireless Networks. - Fan Wu 006; Sheng Zhong 002; Chunming Qiao (INFOCOM, 2008)

Towards a Theory of Robust Localization Against Malicious Beacon Nodes. - Sheng Zhong 002; Murtuza Jadliwala; Shambhu J. Upadhyaya; Chunming Qiao (INFOCOM, 2008)

Welcome to SSN 2008. - Sheng Zhong 002 (IPDPS, 2008)

Incentive-compatible opportunistic routing for wireless networks. - Fan Wu 006; Tingting Chen 001; Sheng Zhong 002; Li Erran Li; Yang Richard Yang (MobiCom, 2008)

Body sensor network security: an identity-based cryptography approach. - Chiu C. Tan 001; Haodong Wang; Sheng Zhong 002; Qun Li 001 (WISEC, 2008)

An efficient approximation algorithm for counting n-cycles in a graph. - Sheng Zhong 002 (Appl. Math. Comput., 2008)

Efficient, anonymous, and authenticated conference key setup in cellular wireless networks. - Sheng Zhong 002 (Comput. Electr. Eng., 2008)

Guided perturbation: towards private and accurate mining. - Sheng Zhong 002; Zhiqiang Yang (VLDB J., 2008)

Identity-based mix: Anonymous communications without public key certificates. - Sheng Zhong 002 (Comput. Electr. Eng., 2009)

Perfectly fair channel assignment in non-cooperative multi-radio multi-channel wireless networks. - Tingting Chen 001; Sheng Zhong 002 (Comput. Commun., 2009)

Analysis of Kim-Jeon-Yoo Password Authentication Schemes. - Jiqiang Liu; Sheng Zhong 002 (Cryptologia, 2009)

On Distributed k-Anonymization. - Sheng Zhong 002 (Fundam. Informaticae, 2009)

k-Anonymous data collection. - Sheng Zhong 002; Zhiqiang Yang; Tingting Chen 001 (Inf. Sci., 2009)

An efficient protocol for private and accurate mining of support counts. - Fan Wu 006; Jiqiang Liu; Sheng Zhong 002 (Pattern Recognit. Lett., 2009)

IBE-Lite: A Lightweight Identity-Based Cryptography for Body Sensor Networks. - Chiu C. Tan 001; Haodong Wang; Sheng Zhong 002; Qun Li 001 (IEEE Trans. Inf. Technol. Biomed., 2009)

Privacy-Preserving Backpropagation Neural Network Learning. - Tingting Chen 001; Sheng Zhong 002 (IEEE Trans. Neural Networks, 2009)

INPAC: An Enforceable Incentive Scheme for Wireless Networks using Network Coding. - Tingting Chen 001; Sheng Zhong 002 (INFOCOM, 2010)

Secure Distance-Based Localization in the Presence of Cheating Beacon Nodes. - Murtuza Jadliwala; Sheng Zhong 002; Shambhu J. Upadhyaya; Chunming Qiao; Jean-Pierre Hubaux (IEEE Trans. Mob. Comput., 2010)

A collusion-resistant routing scheme for noncooperative wireless ad hoc networks. - Sheng Zhong 002; Fan Wu 006 (IEEE/ACM Trans. Netw., 2010)

Strong-Incentive, High-Throughput Channel Assignment for Noncooperative Wireless Networks. - Fan Wu 006; Sheng Zhong 002; Chunming Qiao (IEEE Trans. Parallel Distributed Syst., 2010)

An optimal, strategy-proof scheme for multi-path traffic assignment in non-cooperative networks. - Fan Wu 006; Sheng Zhong 002; Jiqiang Liu (IEEE Trans. Wirel. Commun., 2010)

Towards wireless security without computational assumptions - An oblivious transfer protocol based on an unauthenticated wireless channel. - Zhuo Hao; Sheng Zhong 002; Li Erran Li (INFOCOM, 2011)

Towards cheat-proof cooperative relay for cognitive radio networks. - Haifan Yao; Sheng Zhong 002 (MobiHoc, 2011)

Privacy-preserving models for comparing survival curves using the logrank test. - Tingting Chen 001; Sheng Zhong 002 (Comput. Methods Programs Biomed., 2011)

A Time-Bound Ticket-Based Mutual Authentication Scheme for Cloud Computing. - Zhuo Hao; Sheng Zhong 002; Nenghai Yu (Int. J. Comput. Commun. Control, 2011)

An efficient identity-based protocol for private matching. - Sheng Zhong 002; Tingting Chen 001 (Int. J. Commun. Syst., 2011)

A reputation system for wireless mesh networks using network coding. - Tingting Chen 001; Ankur Bansal; Sheng Zhong 002 (J. Netw. Comput. Appl., 2011)

Approximation algorithm for estimating failure probability of multipath transmission. - Sheng Zhong 002; Yuan Zhang 004 (Math. Comput. Simul., 2011)

Privacy preserving Back-propagation neural network learning over arbitrarily partitioned data. - Ankur Bansal; Tingting Chen 001; Sheng Zhong 002 (Neural Comput. Appl., 2011)

FITS: A Finite-Time Reputation System for Cooperation in Wireless Ad Hoc Networks. - Tingting Chen 001; Fan Wu 006; Sheng Zhong 002 (IEEE Trans. Computers, 2011)

A Privacy-Preserving Remote Data Integrity Checking Protocol with Data Dynamics and Public Verifiability. - Zhuo Hao; Sheng Zhong 002; Nenghai Yu (IEEE Trans. Knowl. Data Eng., 2011)

Stimulating Cooperation in Vehicular Ad Hoc Networks: A Coalitional Game Theoretic Approach. - Tingting Chen 001; Liehuang Zhu; Fan Wu 006; Sheng Zhong 002 (IEEE Trans. Veh. Technol., 2011)

Scorpio: A Simple, Convenient, Microsoft Excel Macro Based Program for Privacy-Preserving Logrank Test. - Yu Li; Sheng Zhong 002 (FGIT-EL/DTA/UNESST, 2012)

A bargaining-based approach for incentive-compatible message forwarding in opportunistic networks. - Fan Wu 006; Tingting Chen 001; Sheng Zhong 002; Chunming Qiao; Guihai Chen (ICC, 2012)

Emergency Access Authorization for Personally Controlled Online Health Care Data. - Tingting Chen 001; Sheng Zhong 002 (J. Medical Syst., 2012)

Protecting data privacy in growing neural gas. - Tingting Chen 001; Ankur Bansal; Sheng Zhong 002; Xiaodong Chen (Neural Comput. Appl., 2012)

A Privacy Preserving Markov Model for Sequence Classification. - Suxin Guo; Sheng Zhong 002; Aidong Zhang (BCB, 2013)

On designing truthful spectrum auctions for variable bandwidths. - Tingting Chen 001; Sheng Zhong 002 (ICC, 2013)

Privacy-preserving Kruskal-Wallis test. - Suxin Guo; Sheng Zhong 002; Aidong Zhang (Comput. Methods Programs Biomed., 2013)

Privacy preserving perceptron learning in malicious model. - Yuan Zhang 004; Sheng Zhong 002 (Neural Comput. Appl., 2013)

A privacy-preserving algorithm for distributed training of neural network ensembles. - Yuan Zhang 004; Sheng Zhong 002 (Neural Comput. Appl., 2013)

On Designing Protocols for Noncooperative, Multiradio Channel Assignment in Multiple Collision Domains. - Tingting Chen 001; Fan Wu 006; Sheng Zhong 002 (IEEE Trans. Computers, 2013)

A Game-Theoretic Approach to Stimulate Cooperation for Probabilistic Routing in Opportunistic Networks. - Fan Wu 006; Tingting Chen 001; Sheng Zhong 002; Chunming Qiao; Guihai Chen (IEEE Trans. Wirel. Commun., 2013)

How to Select Optimal Gateway in Multi-Domain Wireless Networks: Alternative Solutions without Learning. - Sheng Zhong 002; Yuan Zhang 004 (IEEE Trans. Wirel. Commun., 2013)

Privacy Preserving Calculation of Fisher Criterion Score for Informative Gene Selection. - Suxin Guo; Sheng Zhong 002; Aidong Zhang (BIBE, 2014)

DAWN: Defending against wormhole attacks in wireless network coding systems. - Shiyu Ji; Tingting Chen 001; Sheng Zhong 002; Subhash C. Kak (INFOCOM, 2014)

Approximate capacities of two-dimensional codes by spatial mixing. - Yi-Kai Wang 004; Yitong Yin; Sheng Zhong 002 (ISIT, 2014)

Belief propagation for spatial spectrum access games. - Yi-Kai Wang 004; Yitong Yin; Sheng Zhong 002 (MobiHoc, 2014)

Privacy preserving growing neural gas over arbitrarily partitioned data. - Junjie Shi; Chen Chen; Sheng Zhong 002 (Neurocomputing, 2014)

Toward Wireless Security without Computational Assumptions - Oblivious Transfer Based on Wireless Channel Characteristics. - Zhuo Hao; Yunlong Mao; Sheng Zhong 002; Li Erran Li; Haifan Yao; Nenghai Yu (IEEE Trans. Computers, 2014)

Towards Cheat-Proof Cooperative Relayfor Cognitive Radio Networks. - Sheng Zhong 002; Haifan Yao (IEEE Trans. Parallel Distributed Syst., 2014)

An Enforceable Scheme for Packet Forwarding Cooperation in Network-Coding Wireless Networks With Opportunistic Routing. - Tingting Chen 001; Sheng Zhong 002 (IEEE Trans. Veh. Technol., 2014)

Truthful Auctions for Continuous Spectrum with Variable Bandwidths. - Tingting Chen 001; Sheng Zhong 002 (IEEE Trans. Wirel. Commun., 2014)

Incentive Mechanism Design for Smartphone Crowdsensing. - Yuan Zhang 004; Yixin Fang; Sheng Zhong 002 (BDCloud, 2015)

Towards Attack-Resistant Peer-Assisted Indoor Localization. - Jingyu Hua; Shaoyong Du; Sheng Zhong 002 (ESORICS (2), 2015)

Resource allocation in pollution attack and defense: A game-theoretic perspective. - Wei Tong; Sheng Zhong 002 (ICC, 2015)

Advertiser and Publisher-centric Privacy Aware Online Behavioral Advertising. - Jingyu Hua; An Tang; Sheng Zhong 002 (ICDCS, 2015)

Privacy-Preserving Cross-Domain Routing Optimization - A Cryptographic Approach. - Qingjun Chen; Chen Qian 001; Sheng Zhong 002 (ICNP, 2015)

Privacy Preserving Market Schemes for Mobile Sensing. - Yuan Zhang 004; Yunlong Mao; He Zhang; Sheng Zhong 002 (ICPP, 2015)

Differentially Private Matrix Factorization. - Jingyu Hua; Chang Xia; Sheng Zhong 002 (IJCAI, 2015)

Differentially private publication of general time-serial trajectory data. - Jingyu Hua; Yue Gao; Sheng Zhong 002 (INFOCOM, 2015)

Traffic engineering in hierarchical SDN control plane. - Laiping Zhao; Jingyu Hua; Xin Ge; Sheng Zhong 002 (IWQoS, 2015)

An Incentive Scheme for Packet Forwarding and Payment Reduction in Wireless Ad-hoc Networks Using XOR Network Coding. - Yuan Zhang 004; Sheng Zhong 002; Haifan Yao (MSN, 2015)

Protecting Location Information in Collaborative Sensing of Cognitive Radio Networks. - Yunlong Mao; Tingting Chen 001; Yuan Zhang 004; Tiancong Wang; Sheng Zhong 002 (MSWiM, 2015)

Cheating Detection for Payment Based Incentives with Application to Network Coding. - Haifan Yao; Sheng Zhong 002 (Ad Hoc Sens. Wirel. Networks, 2015)

Privacy-preserving Network Functionality Outsourcing. - Junjie Shi; Yuan Zhang 004; Sheng Zhong 002 (CoRR, 2015)

Joint Resource Allocation for Device-to-Device Communications Underlaying Uplink MIMO Cellular Networks. - Wei Zhong; Yixin Fang; Shi Jin 002; Kai-Kit Wong; Sheng Zhong 002; Zuping Qian (IEEE J. Sel. Areas Commun., 2015)

Wormhole Attack Detection Algorithms in Wireless Network Coding Systems. - Shiyu Ji; Tingting Chen 001; Sheng Zhong 002 (IEEE Trans. Mob. Comput., 2015)

MICOR: A Market for Incentive-Compatible Cooperative Relay in Cognitive Radio Networks. - Sheng Zhong 002; Haifan Yao; Yixin Fang (IEEE Trans. Veh. Technol., 2015)

Stemming Downlink Leakage from Training Sequences in Multi-User MIMO Networks. - Yunlong Mao; Yuan Zhang 004; Sheng Zhong 002 (CCS, 2016)

Instant and Robust Authentication and Key Agreement among Mobile Devices. - Wei Xi; Chen Qian 001; Jinsong Han; Kun Zhao 002; Sheng Zhong 002; Xiang-Yang Li 001; Jizhong Zhao (CCS, 2016)

Garlic Cast: Lightweight and Decentralized Anonymous Content Sharing. - Chen Qian 001; Junjie Shi; Zihao Yu; Ye Yu 001; Sheng Zhong 002 (ICPADS, 2016)

FOUM: A flow-ordered consistent update mechanism for software-defined networking in adversarial settings. - Jingyu Hua; Xin Ge; Sheng Zhong 002 (INFOCOM, 2016)

Competitive auctions for cost-aware cellular traffic offloading with optimized capacity gain. - Yuan Zhang 004; Siyuan Tang; Tingting Chen 001; Sheng Zhong 002 (INFOCOM, 2016)

Secure Keyboards Against Motion Based Keystroke Inference Attack. - Shaoyong Du; Yue Gao; Jingyu Hua; Sheng Zhong 002 (SecureComm, 2016)

EV-Linker: Mapping eavesdropped Wi-Fi packets to individuals via electronic and visual signal matching. - Shaoyong Du; Jingyu Hua; Yue Gao; Sheng Zhong 002 (J. Comput. Syst. Sci., 2016)

Joint Differentially Private Gale-Shapley Mechanisms for Location Privacy Protection in Mobile Traffic Offloading Systems. - Yuan Zhang 004; Yunlong Mao; Sheng Zhong 002 (IEEE J. Sel. Areas Commun., 2016)

Privacy-Preserving Utility Verification of the Data Published by Non-Interactive Differentially Private Mechanisms. - Jingyu Hua; An Tang; Yixin Fang; Zhenyu Shen; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2016)

A Unified Resource Allocation Framework for Defending Against Pollution Attacks in Wireless Network Coding Systems. - Wei Tong; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2016)

Privacy-Preserving Data Aggregation in Mobile Phone Sensing. - Yuan Zhang 004; Qingjun Chen; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2016)

On Designing Satisfaction-Ratio-Aware Truthful Incentive Mechanisms for k-Anonymity Location Privacy. - Yuan Zhang 004; Wei Tong; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2016)

Designing Secure and Dependable Mobile Sensing Mechanisms With Revenue Guarantees. - Yuan Zhang 004; He Zhang; Siyuan Tang; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2016)

On Repeated Stackelberg Security Game with the Cooperative Human Behavior Modelfor Wildlife Protection. - Binru Wang; Yuan Zhang 004; Sheng Zhong 002 (AAMAS, 2017)

Incentive Mechanism Design in Mobile Crowd Sensing Systems with Budget Restriction and Capacity Limit. - Yu Zhou; Yuan Zhang 004; Sheng Zhong 002 (ICCCN, 2017)

Efficient and Privacy-Preserving Min and kth Min Computations in Mobile Sensing Systems. - Yuan Zhang 004; Qingjun Chen; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2017)

We Can Track You if You Take the Metro: Tracking Metro Riders Using Accelerometers on Smartphones. - Jingyu Hua; Zhenyu Shen; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2017)

Towards Privacy-Preserving Aggregation for Collaborative Spectrum Sensing. - Yunlong Mao; Tingting Chen 001; Yuan Zhang 004; Tiancong Wang; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2017)

A Jointly Differentially Private Scheduling Protocol for Ridesharing Services. - Wei Tong; Jingyu Hua; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2017)

Learning from Differentially Private Neural Activations with Edge Computing. - Yunlong Mao; Shanhe Yi; Qun Li 001; Jinghao Feng; Fengyuan Xu; Sheng Zhong 002 (SEC, 2018)

Accurate and Efficient Wireless Device Fingerprinting Using Channel State Information. - Jingyu Hua; Hongyi Sun; Zhenyu Shen; Zhiyun Qian; Sheng Zhong 002 (INFOCOM, 2018)

MobiCrowd: Mobile Crowdsourcing on Location-based Social Networks. - Yulong Tian; Wei Wei; Qun Li 001; Fengyuan Xu; Sheng Zhong 002 (INFOCOM, 2018)

Topology-Preserving Traffic Engineering for Hierarchical Multi-Domain SDN. - Jingyu Hua; Laiping Zhao; Suohao Zhang; Yangyang Liu; Xin Ge; Sheng Zhong 002 (Comput. Networks, 2018)

Location privacy in public access points positioning: An optimization and geometry approach. - Yunlong Mao; Yuan Zhang 004; Xiaoyan Zhang; Fengyuan Xu; Sheng Zhong 002 (Comput. Secur., 2018)

Privacy-preserving face detection based on linear and nonlinear kernels. - Li Wang; Junjie Shi; Chen Chen; Sheng Zhong 002 (Multim. Tools Appl., 2018)

A Geo-Indistinguishable Location Perturbation Mechanism for Location-Based Services Supporting Frequent Queries. - Jingyu Hua; Wei Tong; Fengyuan Xu; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2018)

Broken Relationship of Mobile User Intentions and Permission Control of Shared System Resources. - Hao Wu 067; Zheng Qin; Xuejin Tian; Edward Sun; Fengyuan Xu; Sheng Zhong 002 (DSC, 2019)

Privacy-Preserving Data Integrity Verification in Mobile Edge Computing. - Wei Tong; Bingbing Jiang 002; Fengyuan Xu; Qun Li 001; Sheng Zhong 002 (ICDCS, 2019)

Distributed Traffic Engineering for Multi-Domain Software Defined Networks. - Laiping Zhao; Jingyu Hua; Yangyang Liu; Wenyu Qu; Suohao Zhang; Sheng Zhong 002 (ICDCS, 2019)

secGAN: A Cycle-Consistent GAN for Securely-Recoverable Video Transformation. - Hao Wu 067; Jinghao Feng; Xuejin Tian; Fengyuan Xu; Yunxin Liu 001; XiaoFeng Wang 001; Sheng Zhong 002 (HotEdgeVideo@MobiCom, 2019)

Trojan Attack on Deep Generative Models in Autonomous Driving. - Shaohua Ding; Yulong Tian; Fengyuan Xu; Qun Li 001; Sheng Zhong 002 (SecureComm (1), 2019)

On repeated stackelberg security game with the cooperative human behavior model for wildlife protection. - Binru Wang; Yuan Zhang 004; Zhi-Hua Zhou; Sheng Zhong 002 (Appl. Intell., 2019)

Securing peer-assisted indoor localization leveraging acoustic ranging. - Shaoyong Du; Jingyu Hua; Sheng Zhong 002 (Comput. Secur., 2019)

SDN-Based Privacy Preserving Cross Domain Routing. - Qingjun Chen; Shouqian Shi; Xin Li 057; Chen Qian 001; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2019)

Security and Privacy for Next-Generation Wireless Networks - Sheng Zhong 002; Hong Zhong 001; Xinyi Huang; Panlong Yang; Jin Shi; Lei Xie 004; Kun Wang 005 (Springer, 2019)

Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem. - Shucheng Li; Lingfei Wu 001; Shiwei Feng 002; Fangli Xu; Fengyuan Xu; Sheng Zhong 002 (EMNLP (Findings), 2020)

Detecting GAN-based Privacy Attack in Distributed Learning. - Yayuan Xiong; Fengyuan Xu; Sheng Zhong 002 (ICC, 2020)

A Privacy-Preserving Scheme For Convolutional Neural Network-Based Applications In Mobile Cloud. - Chang Xia; Jingyu Hua; Wei Tong; Yayuan Xiong; Sheng Zhong 002 (ICME, 2020)

Exploiting Adversarial Examples to Drain Computational Resources on Mobile Deep Learning Systems. - Han Gao; Yulong Tian; Rongchun Yao; Fengyuan Xu; Xinyi Fu; Sheng Zhong 002 (SEC, 2020)

Private Deep Neural Network Models Publishing for Machine Learning as a Service. - Yunlong Mao; Boyu Zhu; Wenbo Hong; Zhifei Zhu; Yuan Zhang 004; Sheng Zhong 002 (IWQoS, 2020)

EMO: real-time emotion recognition from single-eye images for resource-constrained eyewear devices. - Hao Wu 067; Jinghao Feng; Xuejin Tian; Edward Sun; Yunxin Liu 001; Bo Dong; Fengyuan Xu; Sheng Zhong 002 (MobiSys, 2020)

Escaping Backdoor Attack Detection of Deep Learning. - Yayuan Xiong; Fengyuan Xu; Sheng Zhong 002; Qun Li 001 (SEC, 2020)

Improving Deep Neural Network Robustness with Siamese Empowered Adversarial Training. - Yu Zhu; Zongfei Li; Fengyuan Xu; Sheng Zhong 002 (SpaCCS, 2020)

Detection and Defense Against DDoS Attack on SDN Controller Based on Spatiotemporal Feature. - Yan Xu 007; Jinxing Ma; Sheng Zhong 002 (SPDE, 2020)

Distributed K-Means clustering guaranteeing local differential privacy. - Chang Xia; Jingyu Hua; Wei Tong; Sheng Zhong 002 (Comput. Secur., 2020)

Secure Inter-Domain Forwarding Loop Test in Software Defined Networks. - Yuan Zhang 004; Boyu Zhu; Yixin Fang; Suxin Guo; Aidong Zhang; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2020)

Secure and Efficient Outsourcing of PCA-Based Face Recognition. - Yushu Zhang 001; Xiangli Xiao; Lu-Xing Yang; Yong Xiang 001; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2020)

Secure TDD MIMO Networks Against Training Sequence Based Eavesdropping Attack. - Yunlong Mao; Ying He; Yuan Zhang 004; Jingyu Hua; Sheng Zhong 002 (IEEE Trans. Mob. Comput., 2020)

Romoa: Robust Model Aggregation for the Resistance of Federated Learning to Model Poisoning Attacks. - Yunlong Mao; Xinyu Yuan; Xinyang Zhao; Sheng Zhong 002 (ESORICS (1), 2021)

Practical Location Privacy Attacks and Defense on Point-of-interest Aggregates. - Wei Tong; Chang Xia; Jingyu Hua; Qun Li 001; Sheng Zhong 002 (ICDCS, 2021)

Privacy-Preserving Optimal Recovering for the Nearly Exhausted Payment Channels. - Minze Xu; Yuan Zhang 004; Fengyuan Xu; Sheng Zhong 002 (IWQoS, 2021)

PECAM: privacy-enhanced video streaming and analytics via securely-reversible transformation. - Hao Wu 067; Xuejin Tian; Minghao Li 003; Yunxin Liu 001; Ganesh Ananthanarayanan; Fengyuan Xu; Sheng Zhong 002 (MobiCom, 2021)

App Developer Centric Trusted Execution Environment. - Lizhi Sun; Shuocheng Wang; Hao Wu 067; Yuhang Gong; Fengyuan Xu; Yunxin Liu 001; Hao Han; Sheng Zhong 002 (CoRR, 2021)

RABA: A Robust Avatar Backdoor Attack on Deep Neural Network. - Ying He; Zhili Shen; Chang Xia; Jingyu Hua; Wei Tong; Sheng Zhong 002 (CoRR, 2021)

Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection. - Shucheng Li; Fengyuan Xu; Runchuan Wang; Sheng Zhong 002 (CoRR, 2021)

IBEET-AOK: ID-based encryption with equality test against off-line KGAs for cloud medical services. - Yan Xu 007; Ming Wang; Hong Zhong 001; Sheng Zhong 002 (Frontiers Comput. Sci., 2021)

An Empirical Analysis of Hazardous Uses of Android Shared Storage. - Shaoyong Du; Pengxiong Zhu; Jingyu Hua; Zhiyun Qian; Zhao Zhang; Xiaoyu Chen; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2021)

Towards Thwarting Template Side-Channel Attacks in Secure Cloud Deduplications. - Yuan Zhang 004; Yunlong Mao; Minze Xu; Fengyuan Xu; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2021)

Flow Misleading: Worm-Hole Attack in Software-Defined Networking via Building In-Band Covert Channel. - Jingyu Hua; Zidong Zhou; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2021)

Privacy-Preserving Computation Offloading for Parallel Deep Neural Networks Training. - Yunlong Mao; Wenbo Hong; Heng Wang; Qun Li 001; Sheng Zhong 002 (IEEE Trans. Parallel Distributed Syst., 2021)

Trust: Triangle Counting Reloaded on GPUs. - Santosh Pandey; Zhibin Wang 002; Sheng Zhong 002; Chen Tian 001; Bolong Zheng; Xiaoye S. Li; Lingda Li; Adolfy Hoisie; Caiwen Ding; Dong Li 001; Hang Liu 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Towards Practical and Efficient Long Video Summary. - Xiaopeng Ke; Boyu Chang; Hao Wu 067; Fengyuan Xu; Sheng Zhong 002 (ICASSP, 2022)

Are You Moving as You Claim: GPS Trajectory Forgery and Detection in Location-Based Services. - Huaming Yang; Zhongzhou Xia; Jersy Shin; Jingyu Hua; Yunlong Mao; Sheng Zhong 002 (ICDCS, 2022)

On Designing Secure Cross-user Redundancy Elimination for WAN Optimization. - Yuan Zhang 004; Ziwei Zhang; Minze Xu; Chen Tian 001; Sheng Zhong 002 (INFOCOM, 2022)

Privacy-Preserving and Robust Federated Deep Metric Learning. - Yulong Tian; Xiaopeng Ke; Zeyi Tao; Shaohua Ding; Fengyuan Xu; Qun Li 001; Hao Han; Sheng Zhong 002; Xinyi Fu (IWQoS, 2022)

Secure deduplication schemes for content delivery in mobile edge computing. - Yu Lin; Yunlong Mao; Yuan Zhang 004; Sheng Zhong 002 (Comput. Secur., 2022)

Automation Slicing and Testing for in-App Deep Learning Models. - Hao Wu 067; Yuhang Gong; Xiaopeng Ke; Hanzhong Liang; Minghao Li 003; Fengyuan Xu; Yunxin Liu 001; Sheng Zhong 002 (CoRR, 2022)

Towards Fair Multiparty Computation in Scriptless Distributed Ledger Systems. - Minze Xu; Yuan Zhang 004; Sheng Zhong 002 (IACR Cryptol. ePrint Arch., 2022)

Distributed Traffic Engineering for Multi-Domain SDN Without Trust. - Yangyang Liu; Laiping Zhao; Jingyu Hua; Wenyu Qu; Suohao Zhang; Sheng Zhong 002 (IEEE Trans. Cloud Comput., 2022)

Who Moves My App Promotion Investment? A Systematic Study About App Distribution Fraud. - Shaoyong Du; Minrui Zhao; Jingyu Hua; Hang Zhang 012; Xiaoyu Chen; Zhiyun Qian; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2022)

A Hybrid Deep Network Framework for Android Malware Detection. - Huijuan Zhu; Liang-Min Wang 001; Sheng Zhong 002; Yang Li; Victor S. Sheng (IEEE Trans. Knowl. Data Eng., 2022)

Secure Deep Neural Network Models Publishing Against Membership Inference Attacks Via Training Task Parallelism. - Yunlong Mao; Wenbo Hong; Boyu Zhu; Zhifei Zhu; Yuan Zhang 004; Sheng Zhong 002 (IEEE Trans. Parallel Distributed Syst., 2022)

FLSwitch: Towards Secure and Fast Model Aggregation for Federated Deep Learning with a Learning State-Aware Switch. - Yunlong Mao; Ziqin Dang; Yu Lin; Tianling Zhang; Yuan Zhang 004; Jingyu Hua; Sheng Zhong 002 (ACNS (1), 2023)

Secure Split Learning Against Property Inference, Data Reconstruction, and Feature Space Hijacking Attacks. - Yunlong Mao; Zexi Xin; Zhenyu Li; Jue Hong; Qingyou Yang; Sheng Zhong 002 (ESORICS (4), 2023)

SMOG: Accelerating Subgraph Matching on GPUs. - Zhibin Wang 002; Ziheng Meng; Xue Li 024; Xi Lin; Long Zheng 003; Chen Tian 001; Sheng Zhong 002 (HPEC, 2023)

GAPter: Gray-Box Data Protector for Deep Learning Inference Services at User Side. - Hao Wu 067; Bo Yang; Xiaopeng Ke; Siyi He; Fengyuan Xu; Sheng Zhong 002 (ICASSP, 2023)

Differentially Private Two-Party Top-$k$ Frequent Item Mining. - Wei Tong; Wenjie Chen; Tingxuan Han; Haoyu Chen; Sheng Zhong 002 (ICDCS, 2023)

SIEGE: Self-Supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection. - Shucheng Li; Runchuan Wang; Hao Wu 067; Sheng Zhong 002; Fengyuan Xu (ACM Multimedia, 2023)

Practical Privacy-Preserving Community Detection in Decentralized Weighted Networks. - Tingxuan Han; Wei Tong; Jiacheng Niu; Sheng Zhong 002 (SecureComm (2), 2023)

Dataset Preparation for Arbitrary Object Detection: An Automatic Approach based on Web Information in English. - Shucheng Li; Boyu Chang; Bo Yang; Hao Wu 067; Sheng Zhong 002; Fengyuan Xu (SIGIR, 2023)

SilenTower: A Robust, Scalable and Secure Watchtower with Silent Executors. - Minze Xu; Yuan Zhang 004; Sheng Zhong 002 (SRDS, 2023)

GLogS: Interactive Graph Pattern Matching Query At Large Scale. - Longbin Lai; Yufan Yang; Zhibin Wang 002; Yuxuan Liu; Haotian Ma; Sijie Shen; Bingqing Lyu; Xiaoli Zhou; Wenyuan Yu; Zhengping Qian; Chen Tian 001; Sheng Zhong 002; et al. (USENIX ATC, 2023)

I/O-Efficient Butterfly Counting at Scale. - Zhibin Wang 002; Longbin Lai; Yixue Liu; Bing Shui; Chen Tian 001; Sheng Zhong 002 (Proc. ACM Manag. Data, 2023)

Understanding Location Privacy of the Point-of-Interest Aggregate Data via Practical Attacks and Defenses. - Wei Tong; Yinggang Tong; Chang Xia; Jingyu Hua; Qun Li 001; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2023)

Privacy-Preserving Data Integrity Verification for Secure Mobile Edge Storage. - Wei Tong; Wenjie Chen; Bingbing Jiang 002; Fengyuan Xu; Qun Li 001; Sheng Zhong 002 (IEEE Trans. Mob. Comput., 2023)

LEAP: TrustZone Based Developer-Friendly TEE for Intelligent Mobile Apps. - Lizhi Sun; Shuocheng Wang; Hao Wu 067; Yuhang Gong; Fengyuan Xu; Yunxin Liu 001; Hao Han; Sheng Zhong 002 (IEEE Trans. Mob. Comput., 2023)

Data Poisoning Attacks to Locally Differentially Private Frequent Itemset Mining Protocols. - Wei Tong; Haoyu Chen; Jiacheng Niu; Sheng Zhong 002 (CCS, 2024)

Differentially Private K-Means Publishing with Distributed Dimensions. - Boyu Zhu; Yuan Zhang 004; Tingting Chen 001; Sheng Zhong 002 (CSCWD, 2024)

Sans: Streaming Anonymized Network Sensing. - Ketai Zhao; Yuhang Zhou; Hongxu Pan; Zhibin Wang 002; Sheng Zhong 002; Chen Tian 001 (HPEC, 2024)

MuSR: Multi-Scale 3D Scenes Reconstruction based on Monocular Video. - Han Gao; Hao Wu 067; Peiwen Dong; Yixin Xu 003; Fengyuan Xu; Sheng Zhong 002 (ICASSP, 2024)

GameTE: A Game-Theoretic Distributed Traffic Engineering in Trustless Multi-Domain SDN. - Yangyang Liu; Jingyu Hua; Yuan Zhang 004; Sheng Zhong 002 (ICDCS, 2024)

VIDAR: Data Quality Improvement for Monocular 3D Reconstruction through In-situ Visual Interaction. - Han Gao; Yating Liu; Fang Cao; Hao Wu 067; Fengyuan Xu; Sheng Zhong 002 (ICRA, 2024)

CoAst: Validation-Free Contribution Assessment for Federated Learning based on Cross-Round Valuation. - Hao Wu 067; Likun Zhang; Shucheng Li; Fengyuan Xu; Sheng Zhong 002 (ACM Multimedia, 2024)

Privacy-Preserving Quantum Annealing for Quadratic Unconstrained Binary Optimization (QUBO) Problems. - Moyang Xie; Yuan Zhang 004; Sheng Zhong 002; Qun Li 001 (QCE, 2024)

TTFL: Towards Trustworthy Federated Learning with Arm Confidential Computing. - Lizhi Sun; Jingzhou Zhu; Boyu Chang; Yixin Xu 003; Bo Yang; Hao Wu 067; Fengyuan Xu; Sheng Zhong 002 (TrustCom, 2024)

UBA-Inf: Unlearning Activated Backdoor Attack with Influence-Driven Camouflage. - Zirui Huang; Yunlong Mao; Sheng Zhong 002 (USENIX Security Symposium, 2024)

Unbalanced private set intersection with linear communication complexity. - Quanyu Zhao; Bingbing Jiang 002; Yuan Zhang 004; Heng Wang; Yunlong Mao; Sheng Zhong 002 (Sci. China Inf. Sci., 2024)

Subtoxic Questions: Dive Into Attitude Change of LLM's Response in Jailbreak Attempts. - Tianyu Zhang; Zixuan Zhao; Jiaqi Huang; Jingyu Hua; Sheng Zhong 002 (CoRR, 2024)

LabObf: A Label Protection Scheme for Vertical Federated Learning Through Label Obfuscation. - Ying He; Mingyang Niu; Jingyu Hua; Yunlong Mao; Xu Huang; Chen Li; Sheng Zhong 002 (CoRR, 2024)

The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts. - Zhili Shen; Zihang Xi; Ying He; Wei Tong; Jingyu Hua; Sheng Zhong 002 (CoRR, 2024)

Detecting Dataset Abuse in Fine-Tuning Stable Diffusion Models for Text-to-Image Synthesis. - Songrui Wang; Yubo Zhu; Wei Tong; Sheng Zhong 002 (CoRR, 2024)

Revisiting SLO and Goodput Metrics in LLM Serving. - Zhibin Wang 002; Shipeng Li; Yuhang Zhou; Xue Li 024; Rong Gu; Nguyen Cam-Tu; Chen Tian 001; Sheng Zhong 002 (CoRR, 2024)

Attention Is All You Need for LLM-based Code Vulnerability Localization. - Yue Li; Xiao Li; Hao Wu 067; Yue Zhang 025; Xiuzhen Cheng 001; Sheng Zhong 002; Fengyuan Xu (CoRR, 2024)

FLiP: Privacy-Preserving Federated Learning based on the Principle of Least Privileg. - ShiMao Xu; Xiaopeng Ke; Xing Su; Shucheng Li; Hao Wu 067; Sheng Zhong 002; Fengyuan Xu (CoRR, 2024)

Multiparty Shuffle: Linear Online Phase is Almost for Free. - Jiacheng Gao; Yuan Zhang 004; Sheng Zhong 002 (IACR Cryptol. ePrint Arch., 2024)

Revisiting Privacy-Preserving Min and k-th Min Protocols for Mobile Sensing. - Jiacheng Gao; Yuan Zhang 004; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2024)

Solution Probing Attack Against Coin Mixing Based Privacy-Preserving Crowdsourcing Platforms. - Yunlong Mao; Ziqin Dang; Heng Wang; Yuan Zhang 004; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2024)

Scalable Differentially Private Model Publishing Via Private Iterative Sample Selection. - Wei Tong; Jiacheng Niu; Jingyu Hua; Qun Li 001; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2024)

Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning. - Ying He; Zhili Shen; Jingyu Hua; Qixuan Dong; Jiacheng Niu; Wei Tong; Xu Huang; Chen Li; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2024)

Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness. - Yunlong Mao; Zhujing Ye; Xinyu Yuan; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2024)

TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models. - Hao Wu 067; Yuhang Gong; Xiaopeng Ke; Hanzhong Liang; Fengyuan Xu; Yunxin Liu 001; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2024)

Toward Universal Detection of Adversarial Examples via Pseudorandom Classifiers. - Boyu Zhu; Changyu Dong; Yuan Zhang 004; Yunlong Mao; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2024)

SGBA: A stealthy scapegoat backdoor attack against deep neural networks. - Ying He; Zhili Shen; Chang Xia; Jingyu Hua; Wei Tong; Sheng Zhong 002 (Comput. Secur., 2024)

A Comprehensive Study of Trajectory Forgery and Detection in Location-Based Services. - Huaming Yang; Zhongzhou Xia; Jersy Shin; Jingyu Hua; Yunlong Mao; Sheng Zhong 002 (IEEE Trans. Mob. Comput., 2024)

Parallelization of butterfly counting on hierarchical memory. - Zhibin Wang 002; Longbin Lai; Yixue Liu; Bing Shui; Chen Tian 001; Sheng Zhong 002 (VLDB J., 2024)

Multi-Label and Evolvable Dataset Preparation for Web-Based Object Detection. - Shucheng Li; Jingzhou Zhu; Boyu Chang; Hao Wu 067; Fengyuan Xu; Sheng Zhong 002 (ACM Trans. Knowl. Discov. Data, 2024)

ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks. - Yu Lin; Ruining Yang; Yunlong Mao; Qizhi Zhang; Jue Hong; Quanwei Cai 003; Ye Wu; Huiqi Liu; Zhiyu Chen; Bing Duan; Sheng Zhong 002 (ACL (1), 2025)

Differentially Private Triangle Counting Assisted by $k$-Anonymity in Two-Party Models. - Tingxuan Han; Wei Tong; Sheng Zhong 002 (ICDE, 2025)

Swift Unfolding of Communities: GPU-Accelerated Louvain Algorithm. - Zhibin Wang 002; Xi Lin; Xue Li 024; Pinhuan Wang; Ziheng Meng; Hang Liu 001; Chen Tian 001; Sheng Zhong 002 (PPoPP, 2025)

Make a Feint to the East While Attacking in the West: Blinding LLM-Based Code Auditors with Flashboom Attacks. - Xiao Li; Yue Li; Hao Wu 067; Yue Zhang 025; Kaidi Xu; Xiuzhen Cheng 001; Sheng Zhong 002; Fengyuan Xu (SP, 2025)

Joint client selection and resource allocation for federated edge learning with imperfect CSI. - Sheng Zhong 002; Liangmin Wang; Weihua Wu; Li Feng 003 (Comput. Networks, 2025)

DiSCo: Towards Decompiling EVM Bytecode to Source Code using Large Language Models. - Xing Su; Hanzhong Liang; Hao Wu 067; Ben Niu 001; Fengyuan Xu; Sheng Zhong 002 (Proc. ACM Softw. Eng., 2025)

CrossNet: A Low-Latency MLaaS Framework for Privacy-Preserving Neural Network Inference on Resource-Limited Devices. - Yu Lin; Tianling Zhang; Yunlong Mao; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2025)

OPRE: Towards Better Availability of PCNs Through Recovering. - Minze Xu; Yue Li; Chenglu Shi; Yuan Zhang 004; Yongchuan Niu; Fengyuan Xu; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2025)

Towards Payment Channel Watchtowers With Collateral-Free Security and Robustness. - Minze Xu; Yuan Zhang 004; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2025)

Toward Efficient and Secure Collaborative SQL Analyses of Billion-Scale Datasets. - Kang Liu; Qizhi Zhang; Yuan Zhang 004; Yu Lin; Quanwei Cai 003; Jue Hong; Ye Wu; Sheng Zhong 002 (IEEE Trans. Inf. Forensics Secur., 2025)

UTRDCL: Stealthy DCL-Based Obfuscation and Its Attacks and Defenses in Android. - Xin Zhao; Hao Han; Hao Wu 067; Sheng Zhong 002; Fengyuan Xu (IEEE Trans. Inf. Forensics Secur., 2025)

DeepVMUnProtect: Neural Network-Based Recovery of VM-Protected Android Apps for Semantics-Aware Malware Detection. - Xin Zhao; Mu Zhang 001; Xiaopeng Ke; Yu Pan; Yue Duan; Sheng Zhong 002; Fengyuan Xu (IEEE Trans. Inf. Forensics Secur., 2025)

Secure Two-Party Frequent Itemset Mining With Guaranteeing Differential Privacy. - Wenjie Chen; Haoyu Chen; Tingxuan Han; Wei Tong; Sheng Zhong 002 (IEEE Trans. Mob. Comput., 2025)

OFL: Opportunistic Federated Learning for Resource-Heterogeneous and Privacy-Aware Devices. - Yunlong Mao; Mingyang Niu; Ziqin Dang; Chengxi Li 019; Hanning Xia; Yuejuan Zhu; Haoyu Bian; Yuan Zhang 004; Jingyu Hua; Sheng Zhong 002 (CoRR, 2025)

Echo: Efficient Co-Scheduling of Hybrid Online-Offline Tasks for Large Language Model Serving. - Zhibin Wang 002; Shipeng Li; Xue Li 024; Yuhang Zhou; Zhonghui Zhang; Zibo Wang; Rong Gu; Chen Tian 001; Kun Yang; Sheng Zhong 002 (CoRR, 2025)

Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask. - Yue Li; Xiao Li; Hao Wu 067; Minghui Xu 001; Yue Zhang 025; Xiuzhen Cheng 001; Fengyuan Xu; Sheng Zhong 002 (CoRR, 2025)

FlashForge: Ultra-Efficient Prefix-Aware Attention for LLM Decoding. - Zhibin Wang 002; Rui Ning; Chao Fang; Zhonghui Zhang; Xi Lin; Shaobo Ma; Mo Zhou; Xue Li 024; Zhongfeng Wang; Chengying Huan; Rong Gu; Kun Yang; et al. (CoRR, 2025)

Chordless Structure: A Pathway to Simple and Expressive GNNs. - Hongxu Pan; Shuxian Hu; Mo Zhou; Zhibin Wang 002; Rong Gu; Chen Tian 001; Kun Yang; Sheng Zhong 002 (CoRR, 2025)

SPA: Towards More Stealth and Persistent Backdoor Attacks in Federated Learning. - Chengcheng Zhu; Ye Li; Bosen Rao; Jiale Zhang; Yunlong Mao; Sheng Zhong 002 (CoRR, 2025)

When LLMs Copy to Think: Uncovering Copy-Guided Attacks in Reasoning LLMs. - Yue Li; Xiao Li; Hao Wu 067; Yue Zhang 025; Fengyuan Xu; Xiuzhen Cheng 001; Sheng Zhong 002 (CoRR, 2025)

HFIA: a parasitic feature inference attack and gradient-based defense strategy in SplitNN-based vertical federated learning. - Qixuan Dong; Boyang Zhou; ZhiQiang Ru; Ying He; Jingyu Hua; Sheng Zhong 002 (Mach. Learn., 2025)