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Ivan Evtimov
Ivan Evtimov
Facebook AI
Подтвержден адрес электронной почты в домене cs.washington.edu - Главная страница
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Процитировано
Процитировано
Год
Robust physical-world attacks on deep learning visual classification
K Eykholt, I Evtimov, E Fernandes, B Li, A Rahmati, C Xiao, A Prakash, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2018
2616*2018
Physical adversarial examples for object detectors
D Song, K Eykholt, I Evtimov, E Fernandes, B Li, A Rahmati, F Tramer, ...
12th USENIX workshop on offensive technologies (WOOT 18), 2018
4522018
Is tricking a robot hacking?
I Evtimov, D O’Hair, E Fernandes, R Calo, T Kohno
Berkeley Technology Law Journal 34 (3), 891-918, 2019
28*2019
FoggySight: A Scheme for Facial Lookup Privacy
I Evtimov, P Sturmfels, T Kohno
Proceedings on Privacy Enhancing Technologies 2021 (3), 204-226, 2021
212021
Imagenet-x: Understanding model mistakes with factor of variation annotations
BY Idrissi, D Bouchacourt, R Balestriero, I Evtimov, C Hazirbas, N Ballas, ...
arXiv preprint arXiv:2211.01866, 2022
172022
Robust physical-world attacks on deep learning visual classification
K Eykholt, I Evtimov, E Fernandes, B Li, A Rahmati, C Xiao, A Prakash, ...
152020
Security and machine learning in the real world
I Evtimov, W Cui, E Kamar, E Kiciman, T Kohno, J Li
arXiv preprint arXiv:2007.07205, 2020
132020
A whac-a-mole dilemma: Shortcuts come in multiples where mitigating one amplifies others
Z Li, I Evtimov, A Gordo, C Hazirbas, T Hassner, CC Ferrer, C Xu, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
102023
Adversarial evaluation of multimodal models under realistic gray box assumption
I Evtimov, R Howes, B Dolhansky, H Firooz, CC Ferrer
arXiv preprint arXiv:2011.12902, 2020
82020
Disrupting model training with adversarial shortcuts
I Evtimov, I Covert, A Kusupati, T Kohno
arXiv preprint arXiv:2106.06654, 2021
72021
You only need a good embeddings extractor to fix spurious correlations
R Mehta, V Albiero, L Chen, I Evtimov, T Glaser, Z Li, T Hassner
arXiv preprint arXiv:2212.06254, 2022
32022
Adversarial Text Normalization
J Bitton, M Pavlova, I Evtimov
arXiv preprint arXiv:2206.04137, 2022
12022
VPA: Fully Test-Time Visual Prompt Adaptation
J Sun, M Ibrahim, M Hall, I Evtimov, ZM Mao, CC Ferrer, C Hazirbas
arXiv preprint arXiv:2309.15251, 2023
2023
ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations
B Youbi Idrissi, D Bouchacourt, R Balestriero, I Evtimov, C Hazirbas, ...
arXiv e-prints, arXiv: 2211.01866, 2022
2022
Disrupting Machine Learning: Emerging Threats and Applications for Privacy and Dataset Ownership
I Evtimov
University of Washington, 2021
2021
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