Search Results for author: Juntao Chen

Found 10 papers, 0 papers with code

A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity

no code implementations23 Feb 2024 Ryan L'Abbate, Anthony D'Onofrio Jr., Samuel Stein, Samuel Yen-Chi Chen, Ang Li, Pin-Yu Chen, Juntao Chen, Ying Mao

In this study, we concentrate on quantum deep learning and introduce a collaborative classical-quantum architecture called co-TenQu.

Integrated Cyber-Physical Resiliency for Power Grids under IoT-Enabled Dynamic Botnet Attacks

no code implementations3 Jan 2024 Yuhan Zhao, Juntao Chen, Quanyan Zhu

The attacker aims to exploit this vulnerability to enable a successful physical compromise, while the system operator's goal is to ensure a normal operation of the grid by mitigating cyber risks.

Decision Making

Policy Poisoning in Batch Learning for Linear Quadratic Control Systems via State Manipulation

no code implementations7 Apr 2023 Courtney M. King, Son Tung Do, Juntao Chen

In this work, we study policy poisoning through state manipulation, also known as sensor spoofing, and focus specifically on the case of an agent forming a control policy through batch learning in a linear-quadratic (LQ) system.

QoS Based Contract Design for Profit Maximization in IoT-Enabled Data Markets

no code implementations11 Jan 2023 Juntao Chen, Junaid Farooq, Quanyan Zhu

The contract design creates a pricing structure for on-demand sensing data for IoT users.

Resilient and Distributed Discrete Optimal Transport with Deceptive Adversary: A Game-Theoretic Approach

no code implementations14 Jun 2021 Jason Hughes, Juntao Chen

We further develop a fully distributed algorithm to compute the optimal resilient transport strategies, and show the convergence of the algorithm to a saddle-point equilibrium.

Assets Defending Differential Games with Partial Information and Selected Observations

no code implementations24 Mar 2021 Yunhan Huang, Juntao Chen, Quanyan Zhu

Moreover, we show that the observation choices of the defender and the attacker can be decoupled and the Nash observation strategies can be found by solving two independent optimization problems.

Optimal Curing Strategy for Competing Epidemics Spreading over Complex Networks

no code implementations29 Nov 2020 Juntao Chen, Yunhan Huang, Rui Zhang, Quanyan Zhu

The designed curing strategy globally optimizes the trade-off between the curing cost and the severity of epidemics in the network.

Locally-Aware Constrained Games on Networks

no code implementations19 Nov 2020 Guanze Peng, Tao Li, Shutian Liu, Juntao Chen, Quanyan Zhu

We use \textit{awareness levels} to capture the scope of the network constraints that players are aware of.

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