Defending Against Data Integrity Attacks in Smart Grid: A Deep Reinforcement Learning-Based Approach
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2933020
Abstract: State estimation plays a critical role in monitoring and managing operation of smart grid. Nonetheless, recent research efforts demonstrate that data integrity attacks are able to bypass the bad data detection mechanism and make the… read more here.
Keywords: integrity attacks; data integrity; deep reinforcement; reinforcement learning ... See more keywords
Secure Distributed Estimation Against Data Integrity Attacks in Internet-of-Things Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2021.3090416
Abstract: A secure distributed estimation method against data integrity attacks is presented for general Internet-of-Things (IoT) systems. By exploiting the spatial sparsity of the attacks, a robust optimal estimation objective to protect the entire IoT system… read more here.
Keywords: data integrity; secure distributed; distributed estimation; estimation ... See more keywords
A Localized Event-Driven Resilient Mechanism for Cooperative Microgrid Against Data Integrity Attacks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2020.2989225
Abstract: This article investigates the impact of data integrity attacks (DIAs) on cooperative economic dispatch of distributed generators (DGs) in an ac microgrid. To establish resiliency against such attacks and ensure optimal operation, a localized event-driven… read more here.
Keywords: localized event; integrity attacks; data integrity; event driven ... See more keywords
Data Integrity Attacks Against Outage Management Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Engineering Management"
DOI: 10.1109/tem.2021.3055139
Abstract: In developed countries, the electric grid and the Internet are societal necessities. In developing countries, both have grown rapidly during the past few decades. The operational benefits from adding digital and communications overlays to the… read more here.
Keywords: outage management; integrity attacks; attacks outage; data integrity ... See more keywords
Integrity Attacks on Real-Time Pricing in Smart Grids: Impact and Countermeasures
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2016.2521339
Abstract: Recent work has studied the impact caused by attackers that compromise pricing signals used in the emerging retail electricity market and send false prices to a subset of consumers. In this paper, we extend previous… read more here.
Keywords: time pricing; integrity attacks; real time; impact ... See more keywords