7 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 7 cited
Exploring Spatial-Temporal Features for Deepfake Detection and Localization
Wu Haiwei, Zhou Jiantao, Zhang Shile +1
With the continuous research on Deepfake forensics, recent studies have attempted to provide the fine-grained localization of forgeries, in addition to the coarse classification at…
cs.CR2021
Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services
Jinyu Tian, Jiantao Zhou, Jia Duan
Model protection is vital when deploying Convolutional Neural Networks (CNNs) for commercial services, due to the massive costs of training them. In this work, we propose a selecti…
cs.LG2021★ 6 cited
Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain
Jinyu Tian, Jiantao Zhou, Yuanman Li +1
Deep neural networks (DNNs) have been shown to be vulnerable against adversarial examples (AEs), which are maliciously designed to cause dramatic model output errors. In this work,…