How physicality enables trust: A new era of trust-centered cyberphysical systems

S Gil, M Yemini, A Chorti, A Nedić, HV Poor… - arXiv preprint arXiv …, 2023 - arxiv.org
Multi-agent cyberphysical systems enable new capabilities in efficiency, resilience, and
security. The unique characteristics of these systems prompt a reevaluation of their security …

Robust distributed optimization with randomly corrupted gradients

B Turan, CA Uribe, HT Wai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we propose a first-order distributed optimization algorithm that is provably
robust to Byzantine failures–arbitrary and potentially adversarial behavior, where all the …

Online Optimization Under Randomly Corrupted Attacks

Z Qu, X Li, L Li, X Yi - IEEE Transactions on Signal Processing, 2024 - ieeexplore.ieee.org
Existing algorithms in online optimization usually rely on trustful information, eg, reliable
knowledge of gradients, which makes them vulnerable to attacks. To take into account the …

Extremum seeking under persistent gradient deception: A switching systems approach

F Galarza-Jimenez, JI Poveda… - IEEE Control …, 2021 - ieeexplore.ieee.org
This letter focuses on extremum seeking (ES) controllers with adversarial attacks in the form
of deception signals. While a persistent attack in a feedback controller may be difficult to …

Online optimization of LTI systems under persistent attacks: Stability, tracking, and robustness

F Galarza-Jimenez, G Bianchin, JI Poveda… - Nonlinear Analysis …, 2022 - Elsevier
We study the stability properties of a closed-loop system composed of a dynamical plant and
a feedback controller, the latter generating control signals that can be compromised by a …

On robustness of the normalized random block coordinate method for non-convex optimization

B Turan, CA Uribe, HT Wai… - 2021 60th IEEE …, 2021 - ieeexplore.ieee.org
Large-scale optimization problems are usually characterized not only by large amounts of
data points but points living in a high-dimensional space. Block coordinate methods allow …

Safe and Secure Optimization in Human-Cyber-Physical Systems

B Turan - 2023 - escholarship.org
In our rapidly evolving technological landscape, the proliferation of enabling technologies
for autonomous systems has given rise to a burgeoning realm of societal-scale smart …

[PDF][PDF] Extremum Seeking Under Persistent Gradient Deception: A Switching Systems Approach

E Dall'Anese - dial.uclouvain.be
This letter focuses on extremum seeking (ES) controllers with adversarial attacks in the form
of deception signals. While a persistent attack in a feedback controller may be difficult to …

[PDF][PDF] On Robustness of the Normalized Random Block Coordinate Method for Non-Convex

B Turan, CA Uribe, HT Wai - 2021 - researchgate.net
Large-scale optimization problems are usually characterized not only by large amounts of
data points but points living in a high-dimensional space. Block coordinate methods allow …