[PDF][PDF] Survey on IoT security: Challenges and solution using《 真) machine learning, artificial intelligence and blockchain tyS technology

BK Mohanta, D Jena, U Satapathy - researchgate.net
… [83] to detect the adversary in IoT enable environments. The … data collection in smart healthcare
system using raspberry-pi, in… Jain, Machine learning based network vulnerability analysis …

面向网络空间防御的对抗机器学习研究综述

余正飞, 闫巧, 周鋆 - 自动化学报, 2022 - aas.net.cn
adversarial attacks in the cyberspace and may become the weakest part of the defense system.
… Practical evasion of a learning-based classifier: A case study. In: Proceedings of the 35th …

基于WiFi 和声波信号的泛在感知: 原理, 技术与应用

黄佳玲, 王云舒, 邹永攀, 伍楷舜, 倪明选 - 计算机科学技术学报, 2023 - jcst.ict.ac.cn
… ], and generative adversarial networks[126], these techniques have also been applied to
the field of gesture recognition. In [127] a transfer learning based convolutional neural network …

[PDF][PDF] 机器学习安全攻击与防御机制研究进展和未来挑战

李欣姣, 吴国伟, 姚琳, 张伟哲, 张宾 - 软件学报, 2020 - jos.org.cn
… in machine learning, and analyzes the causes and attack methods of data poisoning attacks,
adversary attacks, data stealing attacks, and querying attacks. Furthermore, the existing …

基于区块链的联邦学习: 模型, 方法与应用

李程, 袁勇, 郑志勇, 杨东, 王飞跃 - 自动化学报, 2024 - aas.net.cn
… In this paper, we proposed the conceptual model for blockchain-enabled federated learning
based on a comprehensive review of related literatures, and discussed the key techniques, …

深度学习方法在糖尿病视网膜病变诊断中的应用

范家伟, 张如如, 陆萌, 何佳雯, 康霄阳, 柴文俊… - 自动化学报, 2021 - aas.net.cn
… A machine learning-based framework to identify type 2 diabetes through electronic
health records. International Journal of Medical Informatics, 2017, 97: 120−127 doi: 10.1016/j.ijmedinf…

联邦学习安全与隐私保护综述.

陈兵, 成翔, 张佳乐, 谢袁源 - Journal of Nanjing University …, 2020 - search.ebscohost.com
… Support vector machines under adversarial label contamina… attack in federated learning
using generative adversarial nets[… in federated learning using generative adversarial network[C]/…

[PDF][PDF] 机器学习隐私保护研究综述

谭作文, 张连福 - 软件学报, 2020 - jos.org.cn
… financial data, health care, etc.). How to prot first introduces the concept of machine learning
privacy threats encountered in machine learning … Table 1 Adversarial model of privacy attack

基于人在回路的纵向联邦学习模型可解释性研究

李晓欢, 郑钧柏, 康嘉文, 叶进, 陈倩 - 智能科学与技术学报, 2024 - infocomm-journal.com
… 为此,提出了一种基于人在回路(human-in-the-loop,HITL)的纵向联邦学习解 释方法(explainable
vertical federated learning based on human-in-the-loop,XVFL-HITL),通过构建分布式HITL …

[HTML][HTML] 信息物理系统技术现状分析与趋势综述

杨挺, 刘亚闯, 刘宇哲, 王成山 - 电子与信息学报, 2021 - jeit.ac.cn
Deep neural learning based distributed predictive control for offshore wind farm using high-…
Cyber-physical healthcare system with blood test module on broadcast television network for …