Adversarial Attacks on Machine Learning-Based State Estimation in Power Distribution Systems

Author:

Afrin Afia1ORCID,Ardakanian Omid1ORCID

Affiliation:

1. Computing Science, University of Alberta, Canada

Funder

Canada First Research Excellence Fund

Natural Sciences and Engineering Research Council of Canada

Publisher

ACM

Reference70 articles.

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2. [n. d.]. IEEE PES distribution systems analysis subcommittee, radial test feeders.Retrieved January 23, 2023 from https://cmte.ieee.org/pes-testfeeders/resources/ [n. d.]. IEEE PES distribution systems analysis subcommittee, radial test feeders.Retrieved January 23, 2023 from https://cmte.ieee.org/pes-testfeeders/resources/

3. [n. d.]. Smart Distribution Systems for a Low Carbon Energy Future Workshop , CIRED workshop , 6 June 2011 , Frankfurt, Germany.Retrieved January 31, 2023 from https://grouper.ieee.org/groups/td/dist/da/doc/2011%20CIRED%20Panel%20Tutorial%20binder_AH.pdf [n. d.]. Smart Distribution Systems for a Low Carbon Energy Future Workshop, CIRED workshop, 6 June 2011, Frankfurt, Germany.Retrieved January 31, 2023 from https://grouper.ieee.org/groups/td/dist/da/doc/2011%20CIRED%20Panel%20Tutorial%20binder_AH.pdf

4. [n. d.]. Voltage tolerance boundary.Retrieved January 31, 2023 from https://www.pge.com/includes/docs/pdfs/mybusiness/customerservice/energystatus/powerquality/voltage_tolerance.pdf [n. d.]. Voltage tolerance boundary.Retrieved January 31, 2023 from https://www.pge.com/includes/docs/pdfs/mybusiness/customerservice/energystatus/powerquality/voltage_tolerance.pdf

5. State Estimation for DC Microgrids using Modified Long Short-Term Memory Networks

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1. Attacking Learning-based Models in Smart Grids: Current Challenges and New Frontiers;The 15th ACM International Conference on Future and Sustainable Energy Systems;2024-05-31

2. On Brittleness of Data-Driven Distribution System State Estimation to Targeted Attacks;The 15th ACM International Conference on Future and Sustainable Energy Systems;2024-05-31

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