Vaikkunth Mugunthan
Vaikkunth Mugunthan
PhD at MIT ; CEO/Co-Founder @ DynamoFL
Verified email at
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PrivacyFL: A simulator for privacy-preserving and secure federated learning
V Mugunthan, A Peraire-Bueno, L Kagal
29th ACM International Conference on Information & Knowledge Management, 2020
BlockFLow: Decentralized, privacy-preserving, and accountable federated machine learning
V Mugunthan, R Rahman, L Kagal
International Congress on Blockchain and Applications, 233-242, 2021
SMPAI: Secure Multi-Party Computation for Federated Learning
V Mugunthan, A Polychroniadou, D Byrd, TH Balch
Shade: A differentially-private wrapper for enterprise big data
A Heifetz, V Mugunthan, L Kagal
2017 IEEE International Conference on Big Data (Big Data), 1033-1042, 2017
Dpd-infogan: Differentially private distributed infogan
V Mugunthan, V Gokul, L Kagal, S Dubnov
Proceedings of the 1st Workshop on Machine Learning and Systems, 1-6, 2021
Bias-Free FedGAN: A Federated Approach to Generate Bias-Free Datasets
V Mugunthan, V Gokul, L Kagal, S Dubnov
arXiv preprint arXiv:2103.09876, 2021
Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy
D Byrd, V Mugunthan, A Polychroniadou, TH Balch
arXiv preprint arXiv:2202.09897, 2022
Gradient Masked Averaging for Federated Learning
I Tenison, SA Sreeramadas, V Mugunthan, E Oyallon, E Belilovsky, I Rish
arXiv preprint arXiv:2201.11986, 2022
Multi-vfl: A vertical federated learning system for multiple data and label owners
V Mugunthan, P Goyal, L Kagal
arXiv preprint arXiv:2106.05468, 2021
Prior-Independent Auctions for the Demand Side of Federated Learning
A Haupt, V Mugunthan
arXiv preprint arXiv:2103.14375, 2021
Utility-Enhancing Flexible Mechanisms for Differential Privacy
V Mugunthan, W Xiao, L Kagal
International Conference on Privacy in Statistical Databases, 74-90, 2020
Improving the adaptability of differential privacy
V Mugunthan
Massachusetts Institute of Technology, 2019
Poster: Novel strategies to calculate the privacy loss parameter in Differential Privacy
V Mugunthan, W Xiao, L Kagal
IEEE Symposium on Security and Privacy 2019, 2019
Analysis of New L5 Algorithm Embedded with Modified AES Algorithm in Address Allocation Schemes
V Mugunthan, N Bhalaji
Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 8 …, 2016
Gradient Masking for Generalization in Heterogenous Federated Learning
I Tenison, SA Sreeramadas, V Mugunthan, E Belilovsky, I Rish
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