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Face Omron Ring: Proactive defense against face forgery with identity awareness Journal article
Dai, Yunshu, Fei, Jianwei, Huang, Fangjun, Xia, Zhihua. Face Omron Ring: Proactive defense against face forgery with identity awareness[J]. Neural Networks, 2024, 180, 106639.
Authors:  Dai, Yunshu;  Fei, Jianwei;  Huang, Fangjun;  Xia, Zhihua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2024/09/03
Celebrities Protection  Deep Neural Networks  Face Forgery  Identity Awareness  Proactive Defense  
X2-Softmax: Margin adaptive loss function for face recognition Journal article
Xu, Jiamu, Liu, Xiaoxiang, Zhang, Xinyuan, Si, Yain Whar, Li, Xiaofan, Shi, Zheng, Wang, Ke, Gong, Xueyuan. X2-Softmax: Margin adaptive loss function for face recognition[J]. Expert Systems with Applications, 2024, 249, 123791.
Authors:  Xu, Jiamu;  Liu, Xiaoxiang;  Zhang, Xinyuan;  Si, Yain Whar;  Li, Xiaofan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Adaptive Margins  Deep Neural Networks  Face Recognition  Loss Function  Machine Learning  
Editorial: Information theory meets deep neural networks: theory and applications Other
2024-07-15
Authors:  Zhang, Anguo;  Zhang, Qichun;  Zhao, Kai
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Artificial Neural Networks  Deep Learning—artificial Intelligence  Deep Neural Networks (Dnns)  Information Bottleneck  Information Theory  
Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples Journal article
Liu, Jun, Zhou, Jiantao, Tian, Jinyu, Sun, Weiwei. Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(7), 216.
Authors:  Liu, Jun;  Zhou, Jiantao;  Tian, Jinyu;  Sun, Weiwei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.2/4.9 | Submit date：2024/06/05
Deep Neural Networks  Encryption  Image Classification  Privacy-preserving  
Transformer-Based Image Inpainting Detection via Label Decoupling and Constrained Adversarial Training Journal article
Yuanman Li, Liangpei Hu, Li Dong, Haiwei Wu, Jinyu Tian, Jiantao Zhou, Xia Li. Transformer-Based Image Inpainting Detection via Label Decoupling and Constrained Adversarial Training[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(3), 1857-1872.
Authors:  Yuanman Li;  Liangpei Hu;  Li Dong;  Haiwei Wu;  Jinyu Tian; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:8.3/7.1 | Submit date：2023/08/28
Inpainting Forensics  Constrained Adversarial Training  Generalizability  Deep Neural Networks  
Robust Camera Model Identification Over Online Social Network Shared Images via Multi-Scenario Learning Journal article
Wu, Haiwei, Zhou, Jiantao, Zhang, Xinyu, Tian, Jinyu, Sun, Weiwei. Robust Camera Model Identification Over Online Social Network Shared Images via Multi-Scenario Learning[J]. IEEE Transactions on Information Forensics and Security, 2024, 19, 148-162.
Authors:  Wu, Haiwei;  Zhou, Jiantao;  Zhang, Xinyu;  Tian, Jinyu;  Sun, Weiwei
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:6.3/7.3 | Submit date：2024/05/16
Camera Model Identification  Deep Neural Networks  Online Social Networks  Robustness  
Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet Journal article
Feng, Guangxu, Lao, Keng Weng, Chen, Ge. Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet[J]. IEEE Transactions on Smart Grid, 2024.
Authors:  Feng, Guangxu;  Lao, Keng Weng;  Chen, Ge
Favorite | TC[Scopus]:1  IF:8.6/9.6 | Submit date：2024/07/04
Bayes Methods  Bayesian Neural Network  Current Measurement  Deep Learning  Epistemic Uncertainty  False Data Injection Attack  Neural Networks  Out-of-distribution Detection  Training  Uncertainty  Uncertainty Calibration  Vectors  
Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression Journal article
Duan, Junwei, Yao, Shiyi, Tan, Jiantao, Liu, Yang, Chen, Long, Zhang, Zhen, Chen, C. L.P.. Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Duan, Junwei;  Yao, Shiyi;  Tan, Jiantao;  Liu, Yang;  Chen, Long; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/05/16
Broad Learning System (Bls)  Classification  Deep Neural Network  Feature Extraction  Frequency Principle  Fuzzy Extreme Learning Machine (Elm)  Learning Systems  Mathematical Models  Neural Networks  Regression  Stacking  Task Analysis  Training  
Towards evaluating the robustness of deep neural semantic segmentation networks with Feature-Guided Method Journal article
Xiao, Yatie, Pun, Chi Man, Chen, Kongyang. Towards evaluating the robustness of deep neural semantic segmentation networks with Feature-Guided Method[J]. Knowledge-Based Systems, 2023, 281, 111063.
Authors:  Xiao, Yatie;  Pun, Chi Man;  Chen, Kongyang
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/01/02
Adversarial Attack  Deep Neural Networks  Feature Guide  Segmentation  
SpikoPoniC: A Low-Cost Spiking Neuromorphic Computer for Smart Aquaponics Journal article
Siddique, Ali, Sun, Jingqi, Hou, Kung Jui, Vai, Mang I., Pun, Sio Hang, Iqbal, Muhammad Azhar. SpikoPoniC: A Low-Cost Spiking Neuromorphic Computer for Smart Aquaponics[J]. Agriculture (Switzerland), 2023, 13(11).
Authors:  Siddique, Ali;  Sun, Jingqi;  Hou, Kung Jui;  Vai, Mang I.;  Pun, Sio Hang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:5 | Submit date：2024/01/10
Artificial Intelligence  Deep Learning  Digital Agriculture  Internet Of Things (Iot)  Neuromorphic Chips  On-chip Learning  Precision Agriculture  Smart Aquaponics  Smart Farming  Spiking Neural Networks