Publications
2026
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ICMLSlaClip: Gradient Norm Slacks can be Indicator for Adaptive Clipping in DP-SGD (Spotlight Paper)In 43rd International Conference on Machine Learning, 2026
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USENIXHigh-Accuracy, Poisoning-Resilient Frequency Estimation in the Shuffle ModelIn 35th USENIX Security Symposium , 2026
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PKCSecret-Shared Shuffle from Authenticated CorrelationsIn International Conference on Practice and Theory in Public Key Cryptography , 2026
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ACLSpeak No Evil, Just Prompt: Low-resource Multilingual Toxic Speech Detection with Audio Language ModelIn Findings of the Association for Computational Linguistics, 2026
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CSI Fortified Concept Forgetting for text-to-image generative models by machine unlearning on CLIPComput. Stand. Interfaces, 2026
2025
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BDMA Image Copyright Dual-Protection Based on Extractable and Imperceptible Adversarial WatermarkBig Data Mining and Analytics, 2025 -
TIFS SAMamba: Structure-Aware Mamba for Ethereum Fraud DetectionIEEE Trans. Inf. Forensics Secur., 2025 -
TBD Graph-Based Contract Sensing Framework for Smart Contract Vulnerability DetectionIEEE Trans. Big Data, 2025 -
IJCNNBackdoor Defense via Malicious Knowledge Capturing and Machine Unlearning with Out-of-Distribution DataIn International Joint Conference on Neural Networks, 2025
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PRCVI Can Still Steal Your Encoder: A Defense-Penetrating Encoder-Stealing AttackIn 8th Chinese Conference on Pattern Recognition and Computer Vision, 2025
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USENIXAddressing Sensitivity Distinction in Local Differential Privacy: A General Utility-Optimized FrameworkIn 34th USENIX Security Symposium , 2025
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TSMC Hierarchical Network With Local-Global Awareness for Ethereum Account De-anonymizationIEEE Transactions on Systems, Man, and Cybernetics: Systems, 2025 -
TIFS Secure Embedding Aggregation for Cross-Silo Federated Representation LearningIEEE Trans. Inf. Forensics Secur., 2025 -
TIFS Side-channel Attacks and New Principles in the Shuffle Model of Differential PrivacyIEEE Trans. Inf. Forensics Secur., 2025
2024
2023
2022
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IJIS -
ESORICSGAME: Generative-Based Adaptive Model Extraction AttackIn 27th European Symposium on Research in Computer Security Computer Security, 2022
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SOUPSNew Differential Privacy Communication Pipeline and Design Framework (Poster)In 18th Symposium on Usable Privacy and Security, 2022
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FCMulti-party Updatable Delegated Private Set IntersectionIn 26th International Conference on Financial Cryptography and Data Security, 2022
2021
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Sci. China Inf. Sci. Cetus: an efficient symmetric searchable encryption against file-injection attack with SGXSci. China Inf. Sci., 2021 -
ICDMDifferentially Private String Sanitization for Frequency-Based Mining TasksIn IEEE International Conference on Data Mining, 2021
2020
2019
2018
2017
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CCSBetrayal, Distrust, and Rationality: Smart Counter-Collusion Contracts for Verifiable Cloud ComputingIn ACM SIGSAC Conference on Computer and Communications Security, 2017
2016
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ICCInformation Flow Control with Minimal Tag DisclosureIn International Conference on Internet of Things and Cloud Computing, 2016
2015
2014
2013
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CCSWhen private set intersection meets big data: an efficient and scalable protocolIn ACM SIGSAC Conference on Computer and Communications Security, 2013
2011
2010
2009
2008
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Capturing Patient Consent in Pervasive Healthcare ApplicationsIn Mobile Health Solutions for Biomedical Applications, 2008
2007
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AHM