Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets

Darshana Upadhyay; Qiaodan Luo; Jaume Manero; Marzia Zaman; Srinivas Sampalli

doi:10.1109/EUROCON56442.2023.10199093

Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets

Darshana Upadhyay, Qiaodan Luo, Jaume Manero, Marzia Zaman, Srinivas Sampalli

Physics and Astronomy

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Original language	English
Title of host publication	EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	677-682
Number of pages	6
ISBN (Electronic)	9781665463973
DOIs	https://doi.org/10.1109/EUROCON56442.2023.10199093
Publication status	Published - 2023
Event	20th International Conference on Smart Technologies, EUROCON 2023 - Torino, Italy Duration: Jul 6 2023 → Jul 8 2023

Publication series

Name	EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings

Conference

Conference	20th International Conference on Smart Technologies, EUROCON 2023
Country/Territory	Italy
City	Torino
Period	7/6/23 → 7/8/23

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications
Information Systems
Information Systems and Management
Electrical and Electronic Engineering
Instrumentation

Keywords

cyber attacks
GAN models
intrusion detection systems
machine learning
Power Grids
SCADA
synthetic data

Access to Document

10.1109/EUROCON56442.2023.10199093

Cite this

Upadhyay, D., Luo, Q., Manero, J., Zaman, M., & Sampalli, S. (2023). Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets. In EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings (pp. 677-682). (EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EUROCON56442.2023.10199093

Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets. / Upadhyay, Darshana; Luo, Qiaodan; Manero, Jaume et al.
EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2023. p. 677-682 (EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Upadhyay, D, Luo, Q, Manero, J, Zaman, M & Sampalli, S 2023, Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets. in EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings. EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 677-682, 20th International Conference on Smart Technologies, EUROCON 2023, Torino, Italy, 7/6/23. https://doi.org/10.1109/EUROCON56442.2023.10199093

Upadhyay D, Luo Q, Manero J, Zaman M, Sampalli S. Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets. In EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2023. p. 677-682. (EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings). doi: 10.1109/EUROCON56442.2023.10199093

Upadhyay, Darshana ; Luo, Qiaodan ; Manero, Jaume et al. / Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets. EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 677-682 (EUROCON 2023 - 20th International Conference on Smart Technologies, Proceedings).

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Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets

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Keywords

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