Search Results for author: Shaowen Yao

Found 2 papers, 0 papers with code

Inference Attacks in Machine Learning as a Service: A Taxonomy, Review, and Promising Directions

no code implementations4 Jun 2024 Feng Wu, Lei Cui, Shaowen Yao, Shui Yu

The prosperity of machine learning has also brought people's concerns about data privacy.

Detecting Adversarial Examples by Additional Evidence from Noise Domain

no code implementations1 Jan 2021 Song Gao, Shui Yu, Shaowen Yao

In this paper, we utilize the steganalysis rich model (SRM) to generate noise feature maps, and combine them with RGB images to discover the difference between adversarial examples and clean examples.

Steganalysis

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