Adapting to Cyber Threats: A Phishing Evolution Network (PEN) Framework for Phishing Generation and Analyzing Evolution Patterns using Large Language Models.

[BibT_eX]

[DOI]

Fengchao Chen

Tingmin Wu

CoRR, 2024

AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems.

[BibT_eX]

[DOI]

CoRR, 2024

Intellectual Property Protection for Deep Learning Model and Dataset Intelligence.

[BibT_eX]

[DOI]

CoRR, 2024

Releasing Malevolence from Benevolence: The Menace of Benign Data on Machine Unlearning.

[BibT_eX]

[DOI]

CoRR, 2024

Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts.

[BibT_eX]

[DOI]

Proceedings of the 33rd USENIX Security Symposium, 2024

LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices.

[BibT_eX]

[DOI]

Yongzhe Jia

Xuyun Zhang

Hongsheng Hu

Kim-Kwang Raymond Choo

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

Shuo Wang

Hongsheng Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Symmetric Self-Paced Learning for Domain Generalization.

[BibT_eX]

[DOI]

Philippe Fournier-Viger

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Watermarking Text Data on Large Language Models for Dataset Copyright Protection.

[BibT_eX]

[DOI]

CoRR, 2023

Differentially private locality sensitive hashing based federated recommender system.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2023

OptIForest: Optimal Isolation Forest for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

POSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

Membership Inference Attacks on Machine Learning: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., January, 2022

A Current-Sharing Compensation Method for High-Power-Medium-Frequency Coils Composed of Multiple Branches Connected in Parallel.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2022

Finite-time event-triggered control for switched affine systems with time-varying delay under state-dependent switching.

[BibT_eX]

[DOI]

Hongsheng Hu

Shipei Huang

Hui Wu

Int. J. Syst. Sci., 2022

Sports match prediction model for training and exercise using attention-based LSTM network.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2022

Membership Inference via Backdooring.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest.

[BibT_eX]

[DOI]

Haolong Xiang

Hongsheng Hu

Xuyun Zhang

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2021

Membership Inference Attacks on Machine Learning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2021

EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Source Inference Attacks in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

A Locality Sensitive Hashing Based Approach for Federated Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

A Control Strategy for Efficiency Optimization and Wide ZVS Operation Range in Bidirectional Inductive Power Transfer System.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

2018

A Dual-Side-Detuned Series-Series Compensated Resonant Converter for Wide Charging Region in a Wireless Power Transfer System.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2018

2010

Control system design and performance test of a magnetorheological fluid fan clutch.

[BibT_eX]

[DOI]

Hongsheng Hu

Liang Cui

Jiong Wang

Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

2008

Performance simulation and experimental evaluation for a magnet-rheological damper under impact load.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008

Hongsheng Hu

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