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Sebastian Szyller
Sebastian Szyller
Intel Labs
Verified email at intel.com - Homepage
Title
Cited by
Cited by
Year
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
4732019
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
1572021
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
462023
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
422020
Detecting organized eCommerce fraud using scalable categorical clustering
S Marchal, S Szyller
Proceedings of the 35th Annual Computer Security Applications Conference …, 2019
152019
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
132021
SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning
V Duddu, S Szyller, N Asokan
arXiv preprint arXiv:2112.02230, 2021
82021
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
62023
False Claims against Model Ownership Resolution
J Liu, R Zhang, S Szyller, K Ren, N Asokan
arXiv preprint arXiv:2304.06607, 2023
32023
On the Robustness of Dataset Inference
S Szyller, R Zhang, J Liu, N Asokan
arXiv preprint arXiv:2210.13631, 2022
32022
SoK: Unintended Interactions among Machine Learning Defenses and Risks
V Duddu, S Szyller, N Asokan
arXiv preprint arXiv:2312.04542, 2023
12023
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
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