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Published at November 27

Leveraging A New GAN-based Transformer with ECDH Crypto-system for Enhancing Energy Theft Detection in Smart Grid

cs.CR

Released Date: November 27, 2024

Authors: Yang Yang¹, Xun Yuan², Arwa Alromih², Aryan Mohammadi Pasikhani³, Prosanta Gope⁴, Biplab Sikdar⁴

Aff.: ¹Student Member, IEEE; ²Not specified; ³Member, IEEE; ⁴Senior Member, IEEE

Arxiv: http://arxiv.org/abs/2411.18023v1

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Area Under Curve (AUC)
Adversarial Level	AE (Conv) [24]	GAnomaly [19]	LSTM [29]	Transformer [20]	Proposed Scheme
10% (more stealthy)	0.498	0.492	0.657	0.643	0.690
20%	0.497	0.486	0.707	0.784	0.817
30%	0.497	0.483	0.952	0.967	0.970