3 papers
cs.LG2026
Privacy-Aware Collaborative and Distributed Bayesian Optimization
Aditya Rane, Sathwik Yamana, Paritosh Ramanan +2
We propose a collaborative meta-learning framework for distributed Bayesian optimization matching centralized performance without raw-data exchange. We show gradient sharing leaks…
cs.CR2025
zkSTAR: A zero knowledge system for time series attack detection enforcing regulatory compliance in critical infrastructure networks
Paritosh Ramanan, Sathwik Yamana, H. M. Mohaimanul Islam +1
Industrial control systems (ICS) form the operational backbone of critical infrastructure networks (CIN) such as power grids, water supply systems, and gas pipelines. As cyber thre…
cs.CR2025
PRECISE: Private Regulatory Compliance for Cyberattack Detection on Critical Infrastructure Systems
Sathwik Yamana, Paritosh Ramanan, H. M. Mohaimanul Islam +1
Industrial control systems are a fundamental component of critical infrastructure networks (CIN) such as gas, water, and power. With the growing risk of cyberattacks, regulatory co…