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cs.CR2024
DeFiGuard: A Price Manipulation Detection Service in DeFi using Graph Neural Networks
Dabao Wang, Bang Wu, Xingliang Yuan +3
The prosperity of Decentralized Finance (DeFi) unveils underlying risks, with reported losses surpassing 3.2 billion USD between 2018 and 2022 due to vulnerabilities in Decentraliz…
cs.CR2023
Beyond the Model: Data Pre-processing Attack to Deep Learning Models in Android Apps
Ye Sang, Yujin Huang, Shuo Huang +1
The increasing popularity of deep learning (DL) models and the advantages of computing, including low latency and bandwidth savings on smartphones, have led to the emergence of int…
cs.CR2023★ 1 cited
Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning
Zijian Wang, Shuo Huang, Yujin Huang +1
In recent years, on-device deep learning has gained attention as a means of developing affordable deep learning applications for mobile devices. However, on-device models are const…