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RuiPeng Ma

2 accepted papers

2024

An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization

ICLR 2024poster

Recently, diffusion models have achieved remarkable success in generating tasks, including image and audio generation. However, like other generative models, diffusion models are prone to privacy issues. In this paper, we propose an efficient query-based membership inference attack (MIA), namely Pro…

2023

A Method of Constructing and Automatically Labeling Radio Frequency Signal Training Dataset for UAV

ICASSP 2023accepted

The problem of signal detection and classification of multiple UAVs can be solved using object detection techniques in computer vision. However, this requires collecting and labeling a large amount of reliable raw data. Since the UAV signal dataset cannot be directly applied to object detection, we…

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