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A. Bhagoji · SciRah

Researcher profile · Semantic Scholar

A. Bhagoji

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A. Bhagoji — researcher profile on SciRah

h-index: 24
Works: 53
Citations: 14K

Most-cited papers

Advances and Open Problems in Federated Learning
Peter Kairouz, H. B. McMahan, Brendan Avent, A. Bellet +55 more
2019Found. Trends Mach. Learn.9,929 citations Open access
Semantic Scholar
Analyzing Federated Learning through an Adversarial Lens
A. Bhagoji, Supriyo Chakraborty, Prateek Mittal, S. Calo
2018International Conference on Machine Learning1,416 citations
Semantic Scholar
Practical Black-Box Attacks on Deep Neural Networks Using Efficient Query Mechanisms
A. Bhagoji, Warren He, Bo Li, D. Song
2018European Conference on Computer Vision285 citations
Semantic Scholar
Backdoor Attacks Against Deep Learning Systems in the Physical World
Emily Wenger, Josephine Passananti, A. Bhagoji, Yuanshun Yao +2 more
2020Computer Vision and Pattern Recognition283 citations Open access
Semantic Scholar
DARTS: Deceiving Autonomous Cars with Toxic Signs
Chawin Sitawarin, A. Bhagoji, Arsalan Mosenia, Mung Chiang +1 more
2018arXiv.org255 citations
Semantic Scholar
Enhancing robustness of machine learning systems via data transformations
A. Bhagoji, Daniel Cullina, Chawin Sitawarin, Prateek Mittal
2017Annual Conference on Information Sciences and Systems248 citations Open access
Semantic Scholar
PatchGuard: A Provably Robust Defense against Adversarial Patches via Small Receptive Fields and Masking
Chong Xiang, A. Bhagoji, Vikash Sehwag, Prateek Mittal
2020USENIX Security Symposium190 citations
Semantic Scholar
Dimensionality Reduction as a Defense against Evasion Attacks on Machine Learning Classifiers
A. Bhagoji, Daniel Cullina, Prateek Mittal
2017arXiv.org163 citations
Semantic Scholar
SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification
Ashwinee Panda, Saeed Mahloujifar, A. Bhagoji, Supriyo Chakraborty +1 more
2021International Conference on Artificial Intelligence and Statistics138 citations
Semantic Scholar
NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation
Xi Jiang, Shi-Nan Liu, Aaron Gember-Jacobson, A. Bhagoji +3 more
2023Proceedings of the ACM on Measurement and Analysis of Computing Systems112 citations Open access
Semantic Scholar
PAC-learning in the presence of adversaries
Daniel Cullina, A. Bhagoji, Prateek Mittal
2018Neural Information Processing Systems109 citations
Semantic Scholar
Lower Bounds on Adversarial Robustness from Optimal Transport
A. Bhagoji, Daniel Cullina, Prateek Mittal
2019Neural Information Processing Systems100 citations
Semantic Scholar
Analyzing the Robustness of Open-World Machine Learning
Vikash Sehwag, A. Bhagoji, Liwei Song, Chawin Sitawarin +3 more
2019AISec@CCS84 citations Open access
Semantic Scholar
Poison Forensics: Traceback of Data Poisoning Attacks in Neural Networks
Shawn Shan, A. Bhagoji, Hai-Tao Zheng, Ben Y. Zhao
2021USENIX Security Symposium74 citations
Semantic Scholar
Rogue Signs: Deceiving Traffic Sign Recognition with Malicious Ads and Logos
Chawin Sitawarin, A. Bhagoji, Arsalan Mosenia, Prateek Mittal +1 more
2018arXiv.org71 citations
Semantic Scholar
PAC-learning in the presence of evasion adversaries
Daniel Cullina, A. Bhagoji, Prateek Mittal
2018Neural Information Processing Systems56 citations
Semantic Scholar
"Community Guidelines Make this the Best Party on the Internet": An In-Depth Study of Online Platforms' Content Moderation Policies
Brennan Schaffner, A. Bhagoji, Si-Yuan Cheng, J. Mei +6 more
2024International Conference on Human Factors in Computing Systems46 citations Open access
Semantic Scholar
Patch-based Defenses against Web Fingerprinting Attacks
Shawn Shan, A. Bhagoji, Hai-Tao Zheng, Ben Y. Zhao
2021AISec@CCS37 citations
Semantic Scholar
LEAF: Navigating Concept Drift in Cellular Networks
Shinan Liu, F. Bronzino, Paul Schmitt, A. Bhagoji +4 more
2021PACMNET36 citations Open access
Semantic Scholar
Finding Naturally Occurring Physical Backdoors in Image Datasets
Emily Wenger, Roma Bhattacharjee, A. Bhagoji, Josephine Passananti +3 more
2022Neural Information Processing Systems30 citations
Semantic Scholar
PatchGuard: Provable Defense against Adversarial Patches Using Masks on Small Receptive Fields
Chong Xiang, A. Bhagoji, Vikash Sehwag, Prateek Mittal
2020arXiv.org29 citations
Semantic Scholar
Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples
Vikash Sehwag, A. Bhagoji, Liwei Song, Chawin Sitawarin +3 more
2019arXiv.org27 citations
Semantic Scholar
A Real-time Defense against Website Fingerprinting Attacks
Shawn Shan, A. Bhagoji, Hai-Tao Zheng, Ben Y. Zhao
2021arXiv.org26 citations
Semantic Scholar
Feasibility of State Space Models for Network Traffic Generation
Andrew Chu, Xi Jiang, Shi-Nan Liu, A. Bhagoji +3 more
2024NAIC24 citations Open access
Semantic Scholar
Understanding Robust Learning through the Lens of Representation Similarities
Christian Cianfarani, A. Bhagoji, Vikash Sehwag, Ben Y. Zhao +2 more
2022Neural Information Processing Systems21 citations Open access
Semantic Scholar
NetSSM: Multi-Flow and State-Aware Network Trace Generation using State-Space Models
Andrew Chu, Xi Jiang, Shi-Nan Liu, A. Bhagoji +3 more
2025PACMNET11 citations Open access
Semantic Scholar
Augmenting Rule-based DNS Censorship Detection at Scale with Machine Learning
J. Brown, Xi Jiang, Van-Tai Tran, A. Bhagoji +4 more
2023Knowledge Discovery and Data Mining11 citations Open access
Semantic Scholar
A Critical Evaluation of Open-World Machine Learning
Liwei Song, Vikash Sehwag, A. Bhagoji, Prateek Mittal
2020arXiv.org11 citations
Semantic Scholar
Not All Pixels are Born Equal: An Analysis of Evasion Attacks under Locality Constraints
Vikash Sehwag, Chawin Sitawarin, A. Bhagoji, Arsalan Mosenia +2 more
2018Conference on Computer and Communications Security10 citations Open access
Semantic Scholar
Exploring the Space of Black-box Attacks on Deep Neural Networks
A. Bhagoji, Warren He, Bo Li, D. Song
2017arXiv.org9 citations
Semantic Scholar
Equivalence of 2D color codes (without translational symmetry) to surface codes
A. Bhagoji, P. Sarvepalli
2015International Symposium on Information Theory9 citations Open access
Semantic Scholar
Natural Backdoor Datasets
Emily Wenger, Roma Bhattacharjee, A. Bhagoji, Josephine Passananti +3 more
2022arXiv.org8 citations Open access
Semantic Scholar
Black-box Attacks on Deep Neural Networks via Gradient Estimation
A. Bhagoji, Warren He, Bo Li, D. Song
2018International Conference on Learning Representations8 citations
Semantic Scholar
A Nano-satellite Mission to Study Charged Particle Precipitation from the Van Allen Radiation Belts caused due to Seismo-Electromagnetic Emissions
Deepti Kannapan, A. Gulati, Ananth Saran Yalamarthy, Ankit Dhiman +6 more
20148 citations
Semantic Scholar
Towards Scalable and Robust Model Versioning
Wen-Xin Ding, A. Bhagoji, Ben Y. Zhao, Hai-Tao Zheng
20242024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)6 citations Open access
Semantic Scholar
Characterizing the Optimal 0-1 Loss for Multi-class Classification with a Test-time Attacker
Sihui Dai, Wen-Luan Ding, A. Bhagoji, Daniel Cullina +3 more
2023Neural Information Processing Systems6 citations Open access
Semantic Scholar
Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries
A. Bhagoji, Daniel Cullina, Vikash Sehwag, Prateek Mittal
2021International Conference on Machine Learning4 citations
Semantic Scholar
Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch
Prarabdh Shukla, Wei-Yin Chong, Y. Patel, Brennan Schaffner +2 more
2025Annual Meeting of the Association for Computational Linguistics3 citations
Semantic Scholar
Adapting to Evolving Adversaries with Regularized Continual Robust Training
Sihui Dai, Christian Cianfarani, A. Bhagoji, Vikash Sehwag +1 more
2025International Conference on Machine Learning3 citations
Semantic Scholar
On the Permanence of Backdoors in Evolving Models
Huiying Li, A. Bhagoji, Yu-Xin Chen, Hai-Tao Zheng +1 more
20223 citations
Semantic Scholar
On the Local Equivalence of 2D Color Codes and Surface Codes with Applications
Arun B. Aloshious, A. Bhagoji, P. Sarvepalli
20183 citations
Semantic Scholar
Can Backdoor Attacks Survive Time-Varying Models?
Huiying Li, A. Bhagoji, Ben Y. Zhao, Hai-Tao Zheng
2022arXiv.org2 citations Open access
Semantic Scholar
Supplementary : Analyzing Federated Learning through an Adversarial Lens
A. Bhagoji, Supriyo Chakraborty, Prateek Mittal, S. Calo
20192 citations
Semantic Scholar
Jailbreaking for the Average Jane: Choosing Optimal Jailbreaks via Bandit Algorithms for Automatically Enhanced Queries
Prarabdh Shukla, Ritik, S. Rao, Arpit Agarwal +1 more
2026arXiv.org1 citations
Semantic Scholar
MYCROFT: Towards Effective and Efficient External Data Augmentation
Zain Sarwar, V. Tran, A. Bhagoji, Nick Feamster +2 more
2024arXiv.org1 citations
Semantic Scholar
Traceback of Data Poisoning Attacks in Neural Networks
Shawn Shan, A. Bhagoji, Hai-Tao Zheng, Ben Y. Zhao
2021arXiv.org1 citations
Semantic Scholar
The Role of Data Geometry in Adversarial Machine Learning
A. Bhagoji
20201 citations
Semantic Scholar
ChronoSSM: Training for Temporally Aware Representations in Autoregressive State Space Models
Adrien Schoen, Nachiketa Ratnakar Patil, A. Bhagoji, Francesco Bronzino
20260 citations
Semantic Scholar
Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker
A. Bhagoji, Daniel Cullina, Sihui Dai, Wen-Xin Ding +3 more
2023Advances in Neural Information Processing Systems 360 citations Open access
Semantic Scholar
Proceedings of the Third Workshop on Privacy in Natural Language Processing
Om Thakkar, Swaroop Indra Ramaswamy, Rajiv Mathews, Franoise Beaufays +496 more
20210 citations Open access
Semantic Scholar

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