Kumar, Siddhartha

1. CodedPaddedFL and CodedSecAgg: Straggler Mitigation and Secure Aggregation in Federated Learning
   2021/12/16 by Reent Schlegel, Siddhartha Kumar, Schlegel, Reent +5 · 5 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. Privacy-Preserving Coded Mobile Edge Computing for Low-Latency Distributed Inference
   2021/10/07 by Reent Schlegel, Siddhartha Kumar, Schlegel, Reent +5 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
3. Cross-layer Integrated Sensing and Communication: A Joint Industrial and Academic Perspective
   2025/05/16 by Henk Wymeersch, Wymeersch, Henk, Nuutti Tervo +83 · 2 citations
   Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Radar Systems and Signal Processing #Signal Processing (eess.SP) #electronic engineering #information engineering
4. Multi-Server Weakly-Private Information Retrieval
   2020/07/17 by Hsuan-Yin Lin, Lin, Hsuan-Yin, Siddhartha Kumar +7 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques