Neural network inversion in adversarial setting via background knowledge alignment Z Yang, J Zhang, EC Chang, Z Liang
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications …, 2019
251 * 2019 De-END: Decoder-driven Watermarking Network H Fang, Z Jia, Y Qiu, J Zhang, W Zhang, EC Chang
IEEE Transactions on Multimedia, 1-11, 2022
10 2022 Mitigating Adversarial Attacks by Distributing Different Copies to Different Buyers J Zhang, H Fang, WJW Tann, K Xu, C Fang, EC Chang
Proceedings of the 2023 ACM on Asia Conference on Computer and …, 2023
7 * 2023 Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box Distortions H Fang, Y Qiu, K Chen, J Zhang, W Zhang, EC Chang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5054-5061, 2023
7 2023 Flipped-adversarial autoencoders J Zhang, H Dang, HK Lee, EC Chang
arXiv preprint arXiv:1802.04504, 2018
7 * 2018 Confusing and Detecting ML Adversarial Attacks with Injected Attractors J Zhang, EC Chang, HK Lee
Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022
4 * 2022 Finding Meaningful Distributions of ML Black-boxes under Forensic Investigation J Zhang, H Fang, HK Lee, EC Chang
arXiv preprint arXiv:2305.05869, 2023
1 2023 Tracing the origin of adversarial attack for forensic investigation and deterrence H Fang, J Zhang, Y Qiu, J Liu, K Xu, C Fang, EC Chang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
1 2023 DP H Fang, Y Qiu, G Qin, J Zhang, K Chen, W Zhang, EC Chang
IEEE Transactions on Dependable and Secure Computing, 2022
1 2022 Domain Bridge: Generative model-based domain forensic for black-box models J Zhang, H Fang, EC Chang
arXiv preprint arXiv:2402.04640, 2024
2024 Adaptive Attractors: A Defense Strategy against ML Adversarial Collusion Attacks J Zhang, H Fang, EC Chang
arXiv preprint arXiv:2306.01400, 2023
2023 Common Component in Black-Boxes Is Prone to Attacks J Zhang, WJW Tann, EC Chang, HK Lee
Computer Security–ESORICS 2021: 26th European Symposium on Research in …, 2021
2021 
Ee-Chien ChangNational University of SingaporeBestätigte E-Mail-Adresse bei comp.nus.edu.sg
