侵入検知システム

Optimized Ensemble Model Towards Secured Industrial IoT Devices

Authors: MohammadNoor Injadat | Published: 2024-01-10
モデル性能評価
侵入検知システム
最適化手法

An Explainable Ensemble-based Intrusion Detection System for Software-Defined Vehicle Ad-hoc Networks

Authors: Shakil Ibne Ahsan, Phil Legg, S M Iftekharul Alam | Published: 2023-12-08 | Updated: 2024-10-11
モデルの解釈性
侵入検知システム
車両ネットワーク

MediHunt: A Network Forensics Framework for Medical IoT Devices

Authors: Ayushi Mishra, Tej Kiran Boppana, Priyanka Bagade | Published: 2023-12-07
ネットワーク脅威検出
侵入検知システム
医療IoTの進展

A Simple Framework to Enhance the Adversarial Robustness of Deep Learning-based Intrusion Detection System

Authors: Xinwei Yuan, Shu Han, Wei Huang, Hongliang Ye, Xianglong Kong, Fan Zhang | Published: 2023-12-06
ロバスト性評価
侵入検知システム
敵対的攻撃

Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems

Authors: Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz | Published: 2023-12-05
ウォーターマーキング
データ生成
侵入検知システム

Intrusion Detection System with Machine Learning and Multiple Datasets

Authors: Haiyan Xuan, Mohith Manohar | Published: 2023-12-04
データ前処理
ハイパーパラメータ調整
侵入検知システム

Enhancing Intrusion Detection In Internet Of Vehicles Through Federated Learning

Authors: Abhishek Sebastian, Pragna R, Sudhakaran G, Renjith P N, Leela Karthikeyan H | Published: 2023-11-23
データ前処理
プライバシー保護
侵入検知システム

SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification

Authors: Xuemei Li, Huirong Fu | Published: 2023-11-19
トレーニングプロトコル
モデルアーキテクチャ
侵入検知システム

Intrusion Detection based on Federated Learning: a systematic review

Authors: Jose L. Hernandez-Ramos, Georgios Karopoulos, Efstratios Chatzoglou, Vasileios Kouliaridis, Enrique Marmol, Aurora Gonzalez-Vidal, Georgios Kambourakis | Published: 2023-08-18
モデル性能評価
侵入検知システム
連合学習

An Effective Deep Learning Based Multi-Class Classification of DoS and DDoS Attack Detection

Authors: Arun Kumar Silivery, Kovvur Ram Mohan Rao, L K Suresh Kumar | Published: 2023-08-17
DDoS攻撃
侵入検知システム
深層学習手法