Articles with public access mandates - Yigitcan KayaLearn more
Available somewhere: 6
When does machine learning {FAIL}? generalized transferability for evasion and poisoning attacks
O Suciu, R Marginean, Y Kaya, H Daume III, T Dumitras
27th USENIX Security Symposium (USENIX Security 18), 1299-1316, 2018
Mandates: US Department of Defense
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking
Y Kaya, S Hong, T Dumitras
International Conference on Machine Learning, 3301-3310, 2019
Mandates: US Department of Defense
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks
S Hong, P Frigo, Y Kaya, C Giuffrida, T Dumitraş
28th USENIX Security Symposium (USENIX Security 19), 497-514, 2019
Mandates: US Department of Defense, Netherlands Organisation for Scientific Research …
When does data augmentation help with membership inference attacks?
Y Kaya, T Dumitras
International conference on machine learning, 5345-5355, 2021
Mandates: US Department of Defense, US Office of the Director of National Intelligence
Qu-anti-zation: Exploiting quantization artifacts for achieving adversarial outcomes
S Hong, MA Panaitescu-Liess, Y Kaya, T Dumitras
Advances in Neural Information Processing Systems 34, 9303-9316, 2021
Mandates: US Department of Defense, US Office of the Director of National Intelligence
Like Oil and Water: Group Robustness Methods and Poisoning Defenses Don’t Mix
MA Panaitescu-Liess, Y Kaya, S Zhu, F Huang, T Dumitras
The Twelfth International Conference on Learning Representations, 2024
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
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