Search Results for author: Deyue Zhang

Found 2 papers, 0 papers with code

ConFL: Constraint-guided Fuzzing for Machine Learning Framework

no code implementations11 Jul 2023 Zhao Liu, Quanchen Zou, Tian Yu, Xuan Wang, Guozhu Meng, Kai Chen, Deyue Zhang

Guided by the constraints, ConFL is able to generate valid inputs that can pass the verification and explore deeper paths of kernel codes.

Decision Making valid

Wolf in Sheep's Clothing - The Downscaling Attack Against Deep Learning Applications

no code implementations21 Dec 2017 Qixue Xiao, Kang Li, Deyue Zhang, Yier Jin

This paper presents a downscaling attack that targets the data scaling process in deep learning applications.

Data Poisoning Image Classification

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