基于机器学习的网络异常检测方法综述

张赛男, 孙彪 - 吉林大学学报(信息科学版), 2021 - xuebao.jlu.edu.cn
research work on using AI to combat cyber attacks, including using traditional machine learning
approaches and existing deep learning … (NIDS: Network Intrusion Detection System)无法 …

网络安全遇上人工智能: 综述

J Li, AJ Li - Frontiers, 2018 - jzus.zju.edu.cn
… implementing malware classification and intrusion detection and threating intelligence sensing.
machine learning, preserve privacy in machine learning, secure federated learning, etc. …

[PDF][PDF] 基于机器和深度学习的入侵检测综述.

杨宇, 闫钰, 申芳, 谷宇恒 - Science Technology & Engineering, 2023 - stae.com.cn
… 在电 力系统数据集上实验证明其能有效保护隐私,提升 SCADA 中的入侵检测性能. 2)质心点方法
… hybrid normalization for enhancing machine learning-based network intrusion detection[J]. …

運用RNN 執行攻擊檢測與建置即時巨量日誌儲存系統之視覺化分析應用

江瑋哲 - 2019 - thuir.lib.thu.edu.tw
… vised learning is the most common type of machine learning. Supervised learning algorithm
… In semi-supervised learning, this research uses both unlabeled data and a small amount of …

基于聚类分析的农业SCADA 服务器预警阈值提取方法.

杨丽丽, 吴春辉, 张大卫, 苏娟 - Transactions of the Chinese …, 2017 - search.ebscohost.com
… 2 algorithms to do the clustering analysis with … research of this paper provides a new thinking
in the extraction of early-warning threshold in computer monitoring for agricultural SCADA

[PDF][PDF] 一种面向工控系统的PU 学习入侵检测方法

吕思才, 张格, 张耀方, 刘红日, 王子博, 王佰玲 - 信息安全学报, 2021 - jcs.iie.ac.cn
… This paper focuses on the intrusion detection through PU learning (Positive-unlabeled learning
其中过程监控层主要包含SCADA 和HMI, SCADA 可以对现场的运行设备进行监视和控制, 以 …

[PDF][PDF] 融合自编码降维的改进DNN 水利工控网入侵检测算法

刘庆华, 赵雪寒 - 计算机与数字工程, 2021 - jsj.journal.cssc709.net
… Abstract To solve the problems of abnormal intrusion in … pumping station,an intrusion detection
algorithm of industrial control … Mod⁃ bus/TCP for intrusion detection in SCADA systems[J]. …

工业物联网异常检测技术综述

孙海丽, 龙翔, 韩兰胜, 黄炎, 李清波 - 通信学报, 2022 - infocomm-journal.com
… 因此许多研究者将其应用于入侵检测系统(IDS, intrusion detection system)的设计中,以提高…
analysis of SCADA networks to detect malicious control commands in power grids[C]//…

[PDF][PDF] 网络安全态势感知综述

杨宇, 谷宇恒 - 科学技术与工程, 2023 - stae.com.cn
Intrusion detection in SCADA based power grids: recursive feature elimination model with
majority vote ensemble algorithm[… Adversarial machine learning attacks and defense methods …

基于SAE-LSTM 的工艺数据异常检测方法

尚文利, 石贺, 赵剑明, 曾鹏 - 电子学报, 2021 - ejournal.org.cn
… )系统上对需要被访问的数据进行权限设置,通过 OPC读取到SCADA数据[8,9]. … intrusion detection
system based on feature extraction and multidi⁃ mensional hidden Markov model analysis