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 | 255* | 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 |
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 | 8 | 2023 |
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 |
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: Dataset Protection by Data Poisoning 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 |