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2020 – today
- 2024
[c7]Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau:
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. Tiny Papers @ ICLR 2024- [c6]Vasisht Duddu, Sebastian Szyller, N. Asokan:
SoK: Unintended Interactions among Machine Learning Defenses and Risks. SP 2024: 2996-3014 - [c5]Jian Liu, Rui Zhang, Sebastian Szyller, Kui Ren, N. Asokan:
False Claims against Model Ownership Resolution. USENIX Security Symposium 2024 - 2023
- [b1]Sebastian Szyller:
Ownership and Confidentiality in Machine Learning. Aalto University, Espoo, Finland, 2023 - [j1]Sebastian Szyller, Rui Zhang, Jian Liu, N. Asokan:
On the Robustness of Dataset Inference. Trans. Mach. Learn. Res. 2023 (2023) - [c4]Sebastian Szyller, N. Asokan
:
Conflicting Interactions among Protection Mechanisms for Machine Learning Models. AAAI 2023: 15179-15187 - [i10]Jian Liu, Rui Zhang, Sebastian Szyller, Kui Ren, N. Asokan:
False Claims against Model Ownership Resolution. CoRR abs/2304.06607 (2023) - [i9]Vasisht Duddu, Sebastian Szyller, N. Asokan:
SoK: Unintended Interactions among Machine Learning Defenses and Risks. CoRR abs/2312.04542 (2023) - 2022
- [i8]Sebastian Szyller, N. Asokan:
Conflicting Interactions Among Protections Mechanisms for Machine Learning Models. CoRR abs/2207.01991 (2022) - [i7]Sebastian Szyller, Rui Zhang, Jian Liu, N. Asokan:
On the Robustness of Dataset Inference. CoRR abs/2210.13631 (2022) - 2021
- [c3]Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan:
DAWN: Dynamic Adversarial Watermarking of Neural Networks. ACM Multimedia 2021: 4417-4425 - [i6]Sebastian Szyller, Vasisht Duddu, Tommi Gröndahl, N. Asokan:
Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Generative Adversarial Networks. CoRR abs/2104.12623 (2021) - [i5]Vasisht Duddu, Sebastian Szyller, N. Asokan:
SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning. CoRR abs/2112.02230 (2021)
2010 – 2019
- 2019
- [c2]Samuel Marchal, Sebastian Szyller:
Detecting organized eCommerce fraud using scalable categorical clustering. ACSAC 2019: 215-228 - [c1]Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan:
PRADA: Protecting Against DNN Model Stealing Attacks. EuroS&P 2019: 512-527 - [i4]Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan:
DAWN: Dynamic Adversarial Watermarking of Neural Networks. CoRR abs/1906.00830 (2019) - [i3]Samuel Marchal, Sebastian Szyller:
Detecting organized eCommerce fraud using scalable categorical clustering. CoRR abs/1910.04514 (2019) - [i2]Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan:
Extraction of Complex DNN Models: Real Threat or Boogeyman? CoRR abs/1910.05429 (2019) - 2018
- [i1]Mika Juuti, Sebastian Szyller, Alexey Dmitrenko, Samuel Marchal, N. Asokan:
PRADA: Protecting against DNN Model Stealing Attacks. CoRR abs/1805.02628 (2018)
Coauthor Index
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