侵入検知システム

Meta-Analysis and Systematic Review for Anomaly Network Intrusion Detection Systems: Detection Methods, Dataset, Validation Methodology, and Challenges

Authors: Ziadoon K. Maseer, Robiah Yusof, Baidaa Al-Bander, Abdu Saif, Qusay Kanaan Kadhim | Published: 2023-08-05 | Updated: 2023-08-11
侵入検知システム
機械学習手法
深層学習手法

Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection

Authors: Roberto Doriguzzi-Corin, Luis Augusto Dias Knob, Luca Mendozzi, Domenico Siracusa, Marco Savi | Published: 2023-07-12 | Updated: 2024-01-04
パケット相互作用
メモリ管理手法
侵入検知システム

Flow-based Network Intrusion Detection Based on BERT Masked Language Model

Authors: Loc Gia Nguyen, Kohei Watabe | Published: 2023-06-08
データセット生成
モデルの設計や精度
侵入検知システム

Blockchain Large Language Models

Authors: Yu Gai, Liyi Zhou, Kaihua Qin, Dawn Song, Arthur Gervais | Published: 2023-04-25 | Updated: 2023-04-29
メンバーシップ推論
侵入検知システム
異常検出手法

SQLi Detection with ML: A data-source perspective

Authors: Balazs Pejo, Nikolett Kapui | Published: 2023-04-24
ウェブサイト脆弱性
セキュリティ分析
侵入検知システム

Anomaly Detection via Federated Learning

Authors: Marc Vucovich, Amogh Tarcar, Penjo Rebelo, Narendra Gade, Ruchi Porwal, Abdul Rahman, Christopher Redino, Kevin Choi, Dhruv Nandakumar, Robert Schiller, Edward Bowen, Alex West, Sanmitra Bhattacharya, Balaji Veeramani | Published: 2022-10-12
モデル通信
侵入検知システム
性能評価指標

Detecting Hidden Attackers in Photovoltaic Systems Using Machine Learning

Authors: Suman Sourav, Partha P. Biswas, Binbin Chen, Daisuke Mashima | Published: 2022-10-11
エネルギー管理
侵入検知システム
機械学習手法

Intrusion Detection Systems Using Support Vector Machines on the KDDCUP’99 and NSL-KDD Datasets: A Comprehensive Survey

Authors: Mikel K. Ngueajio, Gloria Washington, Danda B. Rawat, Yolande Ngueabou | Published: 2022-09-12
モデル設計
侵入検知システム
機械学習手法

On Specification-based Cyber-Attack Detection in Smart Grids

Authors: Ömer Sen Dennis van der Velde, Maik Lühman, Florian Sprünken, Immanuel Hacker, Andreas Ulbig, Michael Andres, Martin Henze | Published: 2022-09-09
エネルギー管理
モデル設計
侵入検知システム

RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data

Authors: Chathurika S. Wickramasinghe, Daniel L. Marino, Harindra S. Mavikumbure, Victor Cobilean, Timothy D. Pennington, Benny J. Varghese, Craig Rieger, Milos Manic | Published: 2022-09-05
モデル設計
侵入検知システム
敵対的攻撃検出