Arjun Nitin Bhagoji
TitleCited byYear
Enhancing Robustness of Machine Learning Systems via Data Transformations
AN Bhagoji, D Cullina, C Sitawarin, P Mittal
arXiv preprint arXiv:1704.02654, 2017
100*2017
Practical black-box attacks on deep neural networks using efficient query mechanisms
AN Bhagoji, W He, B Li, D Song
European Conference on Computer Vision, 158-174, 2018
64*2018
Darts: Deceiving autonomous cars with toxic signs
C Sitawarin, AN Bhagoji, A Mosenia, M Chiang, P Mittal
arXiv preprint arXiv:1802.06430, 2018
432018
Analyzing federated learning through an adversarial lens
AN Bhagoji, S Chakraborty, P Mittal, S Calo
arXiv preprint arXiv:1811.12470, 2018
262018
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
232018
PAC-learning in the presence of evasion adversaries
D Cullina, AN Bhagoji, P Mittal
Advances in Neural Information Processing Systems, 228-239, 2018
22*2018
Equivalence of 2D color codes (without translational symmetry) to surface codes
A Bhagoji, P Sarvepalli
2015 IEEE International Symposium on Information Theory (ISIT), 1109-1113, 2015
52015
A Nano-satellite Mission to Study Charged Particle Precipitation from the Van Allen Radiation Belts caused due to Seismo-Electromagnetic Emissions
N Sivadas, A Gulati, D Kannapan, AS Yalamarthy, A Dhiman, A Bhagoji, ...
arXiv preprint arXiv:1411.6034, 2014
52014
Black-box Attacks on Deep Neural Networks via Gradient Estimation
AN Bhagoji, W He, B Li, D Song
ICLR Workshop, 2018
42018
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
2*2019
Lower Bounds on Adversarial Robustness from Optimal Transport
AN Bhagoji, D Cullina, P Mittal
Advances in Neural Information Processing Systems, 7496-7508, 2019
12019
Model Poisoning Attacks in Federated Learning
AN Bhagoji, S Chakraborty, S Calo, P Mittal
In Workshop on Security in Machine Learning (SecML), collocated with the …, 2018
12018
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
12018
On the Local Equivalence of 2D Color Codes and Surface Codes with Applications
AB Aloshious, AN Bhagoji, PK Sarvepalli
arXiv preprint arXiv:1804.00866, 2018
12018
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Articles 1–14