From the 1 of 5 linked papers with an AI index.
1 citations · 1 across the 2 of their papers we have counts for
5 papers
Sparse Robust Optimal Control in Continuous-Time: A Computationally Viable Approach
Siddhartha Ganguly, Ashwin Aravind, Souvik Das +2
The paper introduces a computationally tractable algorithm that solves sparse robust optimal control problems for continuous-time linear noisy systems by reformulating them as semi…
OT-DETECT: Optimal Transport-Driven Attack Detection in Cyber-Physical Systems
Souvik Das, Siddhartha Ganguly
This letter presents an optimal-transport (OT)-driven, distributionally robust attack detection algorithm, OT-DETECT, for cyber-physical systems (CPS) modeled as partially observed…
Algorithmic detection of false data injection attacks in cyber-physical systems
Souvik Das, Avishek Ghosh, Debasish Chatterjee
This article introduces an anomaly detection based algorithm (AD-CPS) to detect false data injection attacks that fall under the category of data deception/integrity attacks, but w…
On a probabilistic global optimizer derived from the Walker slice sampling
Aditya Gupta, Souvik Das, Debasish Chatterjee
This article presents a zeroth order probabilistic global optimization algorithm -- SwiftNav -- for (not necessarily convex) functions over a compact domain. A discretization proce…
Data-driven distributionally robust MPC for systems with multiplicative noise: A semi-infinite semi-definite programming approach
Souvik Das, Siddhartha Ganguly, Ashwin Aravind +1
This article introduces a novel distributionally robust model predictive control (DRMPC) algorithm for a specific class of controlled dynamical systems where the disturbance multip…