Vaikkunth Mugunthan

1. Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges
   2025/03/06 by Francisco Eiras, Eiras, Francisco, Eliott Zemour +5 · 7 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Gradient Masked Averaging for Federated Learning
   2022/01/28 by Irene Tenison, Tenison, Irene, Sai Aravind Sreeramadas +9 · 2 citations
   Computer Science · Mathematics · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
3. Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information?
   2023/07/31 by Albert Yu Sun, Sun, Albert Yu, Eliott Zemour +11 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy
   2022/02/20 by David R. Byrd, Byrd, David, Vaikkunth Mugunthan +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Multiagent Systems (cs.MA) #Privacy-Preserving Technologies in Data
5. Navigating Data Heterogeneity in Federated Learning A Semi-Supervised Federated Object Detection
   2023/10/26 by Taehyeon Kim, Kim, Taehyeon, Eric K. Lin +7 · 1 citation
   Computer Science · Environmental Science · Social Sciences · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
6. Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing
   2025/04/27 by James O’ Neill, Neill, James O', S Subramanian +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling