Swanand Kadhe

1. Federated Unlearning: How to Efficiently Erase a Client in FL?
   2022/07/12 by Anisa Halimi, Halimi, Anisa, Swanand Kadhe +5 · 11 citations
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #Advanced Neural Network Applications
2. FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning
   2020/09/23 by Swanand Kadhe, Nived Rajaraman, Kadhe, Swanand +5 · 10 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Turning Generative Models Degenerate: The Power of Data Poisoning Attacks
   2024/07/17 by Shuli Jiang, Swanand Kadhe, Jiang, Shuli +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Information and Cyber Security
4. Gradient Coding Based on Block Designs for Mitigating Adversarial\n Stragglers
   2019/04/30 by Swanand Kadhe, O. Ozan Koyluoglu, Kadhe, Swanand +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Stochastic Gradient Optimization Techniques #Topological and Geometric Data Analysis #and Cluster Computing (cs.DC)
5. Communication-Efficient and Byzantine-Robust Distributed Learning with\n Error Feedback
   2019/11/21 by Avishek Ghosh, Ghosh, Avishek, Raj Kumar Maity +7 · 1 citation
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
   2021/10/14 by Divyansh Jhunjhunwala, Ankur Mallick, Jhunjhunwala, Divyansh +7 · 1 citation
   Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques