Arjun Nitin Bhagoji

1. Advances and Open Problems in Federated Learning
   2020/12/02 by Peter Kairouz, H. Brendan McMahan, Brendan Avent +56 · 193 citations
   Computer Science · #Cryptography and Data Security #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
2. Analyzing Federated Learning through an Adversarial Lens
   2018/11/29 by Arjun Nitin Bhagoji, Supriyo Chakraborty, Bhagoji, Arjun Nitin +5 · 27 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
3. NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation
   2023/10/12 by Xi Zhuo Jiang, Shinan Liu, Jiang, Xi +11 · 9 citations
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
4. Enhancing Robustness of Machine Learning Systems via Data\n Transformations
   2017/04/09 by Arjun Nitin Bhagoji, Bhagoji, Arjun Nitin, Daniel Cullina +5 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
5. DARTS: Deceiving Autonomous Cars with Toxic Signs
   2018/02/18 by Chawin Sitawarin, Sitawarin, Chawin, Arjun Nitin Bhagoji +7 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
6. Lower Bounds on Adversarial Robustness from Optimal Transport
   2019/09/26 by Arjun Nitin Bhagoji, Bhagoji, Arjun Nitin, Daniel Cullina +3 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
7. Equivalence of 2D color codes (without translational symmetry) to\n surface codes
   2015/03/10 by Arjun Nitin Bhagoji, Pradeep Kiran Sarvepalli, Bhagoji, Arjun +1 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #Distributed systems and fault tolerance #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph)
8. A Real-time Defense against Website Fingerprinting Attacks
   2021/02/08 by Shawn Shan, Arjun Nitin Bhagoji, Shan, Shawn +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
9. Exploring the Space of Black-box Attacks on Deep Neural Networks
   2017/12/27 by Arjun Nitin Bhagoji, Bhagoji, Arjun Nitin, Warren He +5 · 2 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Cardiac Arrest and Resuscitation #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)