Reinforcement learning for iot security: A comprehensive survey

A Uprety, DB Rawat - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The number of connected smart devices has been increasing exponentially for different
Internet-of-Things (IoT) applications. Security has been a long run challenge in the IoT …

Cyber‐physical attacks and defences in the smart grid: a survey

H He, J Yan - IET Cyber‐Physical Systems: Theory & …, 2016 - Wiley Online Library
The smart grid is arguably one of the most complex cyber‐physical systems (CPS). Complex
security challenges have been revealed in both the physical and the cyber parts of the smart …

Q-learning-based vulnerability analysis of smart grid against sequential topology attacks

J Yan, H He, X Zhong, Y Tang - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Recent studies on sequential attack schemes revealed new smart grid vulnerability that can
be exploited by attacks on the network topology. Traditional power systems contingency …

A critical review of robustness in power grids using complex networks concepts

L Cuadra, S Salcedo-Sanz, J Del Ser… - Energies, 2015 - mdpi.com
This paper reviews the most relevant works that have investigated robustness in power grids
using Complex Networks (CN) concepts. In this broad field there are two different …

Resilience analysis of power grids under the sequential attack

Y Zhu, J Yan, Y Tang, YL Sun… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The modern society increasingly relies on electrical service, which also brings risks of
catastrophic consequences, eg, large-scale blackouts. In the current literature, researchers …

Cascading failure model in power grids using the complex network theory

F Wenli, L Zhigang, H Ping… - IET Generation …, 2016 - Wiley Online Library
The massive power flow transferring triggers the node overload cascade, which further
activates the protection system hidden failures. In this study, we propose a cascading failure …

A learning-based solution for an adversarial repeated game in cyber–physical power systems

S Paul, Z Ni, C Mu - IEEE Transactions on Neural Networks and …, 2019 - ieeexplore.ieee.org
Due to the rapidly expanding complexity of the cyber-physical power systems, the probability
of a system malfunctioning and failing is increasing. Most of the existing works combining …

Cascading Failure in Cyber–Physical Systems: A Review on Failure Modeling and Vulnerability Analysis

S He, Y Zhou, Y Yang, T Liu, Y Zhou, J Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Cascading failures pose a significant security threat to networked systems, with recent
global incidents underscoring their destructive potential. The security threat of cascading …

Joint substation-transmission line vulnerability assessment against the smart grid

Y Zhu, J Yan, Y Tang, YL Sun… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Power grids are often run near the operational limits because of increasing electricity
demand, where even small disturbances could possibly trigger major blackouts. The attacks …

Optimization for sequential communication line attack in interdependent power-communication network

W Huang, T Zhang, X Yao - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
In this paper, we construct a novel model to study cascading failures that occur in the
interdependent power-communication network. Based on this model, we employ the Q …