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| 深度学习中的视觉对抗攻击方法研究 学位论文
, 2023
Authors: 何子文
 Adobe PDF(13003Kb) |  Favorite | View/Download：35/2 | Submit date：2023/05/26
对抗攻击 对抗样本 深度神经网络 人工智能安全 |
| 面向隐私保护的深度学习研究 学位论文
, 2023
Authors: 程安达
Adobe PDF(10596Kb) | Favorite | View/Download：26/1 | Submit date：2023/05/24
隐私保护，深度学习，差分隐私，网络结构搜索，联邦学习 |
| 面向自然语言处理深度学习模型的归因解释研究 学位论文
, 2023
Authors: 鞠一鸣
Adobe PDF(6216Kb) | Favorite | View/Download：10/0 | Submit date：2023/06/04
自然语言处理 可解释人工智能 深度学习 归因解释 事后解释 |
| 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
Authors: Qiang Yang
Adobe PDF(2634Kb) | Favorite | View/Download：64/6 | Submit date：2023/01/18
Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
| CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 557-559
Authors: Zhenyong Zhang; David K. Y. Yau
Adobe PDF(618Kb) | Favorite | View/Download：26/0 | Submit date：2023/01/16 |
| On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
Authors: Wei Lu; Jiacheng Li; Huanhuan Qin; Lei Shu; Aiguo Song
Adobe PDF(23989Kb) | Favorite | View/Download：45/5 | Submit date：2023/01/03
Dual-mode control safety and reliability self-driving (SD) tele-driving (TD) unmanned tractor |
| Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors: Xiaotao Feng; Xiaogang Zhu; Qing-Long Han; Wei Zhou; Sheng Wen; Yang Xiang
Adobe PDF(3134Kb) | Favorite | View/Download：52/1 | Submit date：2023/01/03
Firmware emulation internet of things (IoT) firmware network fuzzing security static analysis |
| Integral Event-Triggered Attack-Resilient Control of Aircraft-on-Ground Synergistic Turning System With Uncertain Tire Cornering Stiffness 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1276-1287
Authors: Chenglong Du; Fanbiao Li; Yang Shi; Chunhua Yang; Weihua Gui
Adobe PDF(4298Kb) | Favorite | View/Download：6/0 | Submit date：2023/04/26
Adaptive observer aircraft-on-ground (AoG) synergistic turning attack-resilient controller integral-based event-triggered mechanism $ \makescalebox{0.8}{{\cal{L}}_2}$-stability |
| Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 180-193
Authors: Zhengyan Zhang
Adobe PDF(2874Kb) | Favorite | View/Download：20/2 | Submit date：2023/04/03
Pre-trained language models backdoor attacks transformers natural language processing (NLP) computer vision (CV) |
| 基于图模型的非受控环境生物特征识别方法研究 学位论文
, 2022
Authors: 任民
Adobe PDF(23737Kb) | Favorite | View/Download：119/3 | Submit date：2022/12/13
生物特征识别，图模型，非受控环境，特征表达，对抗鲁棒性 |
