Arjun Nitin Bhagoji

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

Computing, Computer Science, Data Science +14

Analyzing Federated Learning through an Adversarial Lens

Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal et al. · arXiv (Cornell University) · 2018 · 387 citations · Full text

Computing, Computer Science, Computer Systems +15

Analyzing Federated Learning through an Adversarial Lens

Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal et al. · International Conference on Machine Learning · 2019 · 219 citations

Computing, Computer Science, Computer Systems +15

DARTS: Deceiving Autonomous Cars with Toxic Signs

Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia et al. · arXiv (Cornell University) · 2018 · 180 citations · Full text

Computing, Computer Engineering, Cybersecurity +17

Dimensionality Reduction as a Defense against Evasion Attacks on Machine Learning Classifiers.

Arjun Nitin Bhagoji, Daniel Cullina, Prateek Mittal · arXiv (Cornell University) · 2017 · 105 citations · Full text

Computing, Computer Science, Cybersecurity +10