CASIA OpenIR

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面向非独立同分布数据的自适应联邦深度学习算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 12, 页码: 2493-2506
作者:  张泽辉;  李庆丹;  富瑶;  何宁昕;  高铁杠
Adobe PDF(2497Kb)  |  收藏  |  浏览/下载:1/0  |  提交时间:2024/04/17
联邦学习  深度学习  隐私保护  同态加密  混沌系统  
Cybersecurity Landscape on Remote State Estimation: A Comprehensive Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 851-865
作者:  Jing Zhou;  Jun Shang;  Tongwen Chen
Adobe PDF(1169Kb)  |  收藏  |  浏览/下载:11/3  |  提交时间:2024/03/18
Cyber-attacks  Kalman filtering  remote state estimation  unreliable transmission channels  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载:15/4  |  提交时间:2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
Dynamic Event-Triggered Control of Continuous-Time Systems With Random Impulses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2292-2299
作者:  Meng Yao;  Guoliang Wei
Adobe PDF(1200Kb)  |  收藏  |  浏览/下载:71/27  |  提交时间:2023/10/31
Dynamic event-triggered mechanisms  input-to-state stability  networked impulsive systems  random impulses  
Attacks Against Cross-Chain Systems and Defense Approaches: A Contemporary Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1647-1667
作者:  Li Duan;  Yangyang Sun;  Wei Ni;  Weiping Ding;  Jiqiang Liu;  Wei Wang
Adobe PDF(2148Kb)  |  收藏  |  浏览/下载:84/21  |  提交时间:2023/07/20
Blockchain  cross-chain  defense  distributed private key control  hash-locking  notary  security threats  sidechain/relay  
A Survey on Collaborative DNN Inference for Edge Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 370-395
作者:  Wei-Qing Ren
Adobe PDF(2969Kb)  |  收藏  |  浏览/下载:118/39  |  提交时间:2023/05/29
Artificial intelligence (AI), edge intelligence (EI), distributed computing, deep neural network (DNN), collaborative inference  
Sliding-Mode-Based Attitude Tracking Control of Spacecraft Under Reaction Wheel Uncertainties 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1475-1487
作者:  Wei Chen;  Qinglei Hu
Adobe PDF(5006Kb)  |  收藏  |  浏览/下载:71/23  |  提交时间:2023/05/29
Actuator failures  actuator misalignment angles  finite time  sliding mode control (SMC)  spacecraft attitude tracking  
RiDDLE: Reversible and Diversified De-identification with Latent Encryptor 会议论文
, Vancouver Convention Center, Jun 18th - 22nd 2023
作者:  Dongze Li;  Wei Wang;  Kang Zhao;  Jing Dong;  Tieniu Tan
Adobe PDF(3690Kb)  |  收藏  |  浏览/下载:168/58  |  提交时间:2023/04/26
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
作者:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  收藏  |  浏览/下载:476/354  |  提交时间:2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
作者:  Qiang Yang
Adobe PDF(2634Kb)  |  收藏  |  浏览/下载:230/70  |  提交时间:2023/01/18
Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection