Chawin Sitawarin
Title
Cited by
Cited by
Year
Dimensionality reduction as a defense against evasion attacks on machine learning classifiers
AN Bhagoji, D Cullina, P Mittal
arXiv preprint arXiv:1704.02654 2, 2017
202*2017
Darts: Deceiving autonomous cars with toxic signs
C Sitawarin, AN Bhagoji, A Mosenia, M Chiang, P Mittal
arXiv preprint arXiv:1802.06430, 2018
1182018
Rogue signs: Deceiving traffic sign recognition with malicious ads and logos
C Sitawarin, AN Bhagoji, A Mosenia, P Mittal, M Chiang
arXiv preprint arXiv:1801.02780, 2018
442018
Inverse-designed photonic fibers and metasurfaces for nonlinear frequency conversion
C Sitawarin, W Jin, Z Lin, AW Rodriguez
Photonics Research 6 (5), B82-B89, 2018
292018
On the robustness of deep k-nearest neighbors
C Sitawarin, D Wagner
2019 IEEE Security and Privacy Workshops (SPW), 1-7, 2019
262019
Beyond grand theft auto V for training, testing and enhancing deep learning in self driving cars
M Martinez, C Sitawarin, K Finch, L Meincke, A Yablonski, A Kornhauser
arXiv preprint arXiv:1712.01397, 2017
252017
Defending against adversarial examples with k-nearest neighbor
C Sitawarin, D Wagner
arXiv e-prints, arXiv: 1906.09525, 2019
202019
Analyzing the robustness of open-world machine learning
V Sehwag, AN Bhagoji, L Song, C Sitawarin, D Cullina, M Chiang, P Mittal
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security …, 2019
162019
Improving adversarial robustness through progressive hardening
C Sitawarin, S Chakraborty, D Wagner
arXiv preprint arXiv:2003.09347, 2020
82020
Inverse-designed photonics fibers and metasurfaces for nonlinear frequency conversion [Invited]
C Sitawarin, W Jin, Z Lin, AW Rodriguez
B82 6 (5), 2018
62018
Minimum-Norm Adversarial Examples on KNN and KNN based Models
C Sitawarin, D Wagner
2020 IEEE Security and Privacy Workshops (SPW), 34-40, 2020
42020
Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples
V Sehwag, AN Bhagoji, L Song, C Sitawarin, D Cullina, M Chiang, P Mittal
arXiv preprint arXiv:1905.01726, 2019
42019
Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars
MA Martinez II, C Sitawarin, K Finch, L Meincke, A Yablonski, ...
Princeton University, 2018
42018
Not all pixels are born equal: An analysis of evasion attacks under locality constraints
V Sehwag, C Sitawarin, AN Bhagoji, A Mosenia, M Chiang, P Mittal
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018
32018
Adversarial Examples for -Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams
C Sitawarin, EM Kornaropoulos, D Song, D Wagner
arXiv preprint arXiv:2011.09719, 2020
12020
Inverse-designed photonic fibers and metasurfaces for nonlinear frequency conversion [Invited]: publisher’s note
C Sitawarin, W Jin, Z Lin, AW Rodriguez
Photonics Research 7 (4), 493-493, 2019
12019
Inverse-designed nonlinear nanophotonic structures: Enhanced frequency conversion at the nano scale
Z Lin, C Sitawarin, M Lončar, AW Rodriguez
CLEO: Science and Innovations, SM2E. 1, 2016
2016
SPW 2020
A Kyadige, E Rudd, K Berlin, M Joslin, S Hao, M Jethanandani, D Tang, ...
2020 Symposium on Security and Privacy Workshops (SPW)
A Kyadige, E Rudd, K Berlin, M Joslin, S Hao, M Jethanandani, D Tang, ...
SPW 2019
C Sitawarin, D Wagner, O Suciu, SE Coull, R Taori, A Kamsetty, B Chu, ...
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