| PRADA: protecting against DNN model stealing attacks M Juuti, S Szyller, S Marchal, N Asokan 2019 IEEE European Symposium on Security and Privacy (EuroS&P), 512-527, 2019 | 481 | 2019 |
| Dawn: Dynamic adversarial watermarking of neural networks S Szyller, BG Atli, S Marchal, N Asokan Proceedings of the 29th ACM International Conference on Multimedia, 4417-4425, 2021 | 162 | 2021 |
| Llm self defense: By self examination, llms know they are being tricked A Helbling, M Phute, M Hull, DH Chau arXiv preprint arXiv:2308.07308, 2023 | 56 | 2023 |
| Extraction of complex dnn models: Real threat or boogeyman? BG Atli, S Szyller, M Juuti, S Marchal, N Asokan Engineering Dependable and Secure Machine Learning Systems: Third …, 2020 | 42 | 2020 |
| Detecting organized eCommerce fraud using scalable categorical clustering S Marchal, S Szyller Proceedings of the 35th Annual Computer Security Applications Conference …, 2019 | 16 | 2019 |
| Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Generative Adversarial Networks S Szyller, V Duddu, T Gröndahl, N Asokan arXiv e-prints, arXiv: 2104.12623, 2021 | 13 | 2021 |
| SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning V Duddu, S Szyller, N Asokan arXiv preprint arXiv:2112.02230, 2021 | 8 | 2021 |
| Conflicting Interactions among Protection Mechanisms for Machine Learning Models S Szyller, N Asokan Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 15179 …, 2023 | 7 | 2023 |
| False Claims against Model Ownership Resolution J Liu, R Zhang, S Szyller, K Ren, N Asokan arXiv preprint arXiv:2304.06607, 2023 | 3 | 2023 |
| On the Robustness of Dataset Inference S Szyller, R Zhang, J Liu, N Asokan arXiv preprint arXiv:2210.13631, 2022 | 3 | 2022 |
| SoK: Unintended Interactions among Machine Learning Defenses and Risks V Duddu, S Szyller, N Asokan arXiv preprint arXiv:2312.04542, 2023 | 1 | 2023 |
| Ownership and Confidentiality in Machine Learning S Szyller Aalto University, 2023 | | 2023 |
| Adversary Detection in Online Machine Learning Systems S Szyller | | 2020 |
| Extraction of Complex DNN Models: Real Threat or Boogeyman? B Gul Atli, S Szyller, M Juuti, S Marchal, N Asokan arXiv e-prints, arXiv: 1910.05429, 2019 | | 2019 |
N. AsokanProfessor of Computer Science, University of Waterloo在 uwaterloo.ca 的电子邮件经过验证
