未知の攻撃検出

A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI

Authors: Alice Bizzarri, Chung-En Yu, Brian Jalaian, Fabrizio Riguzzi, Nathaniel D. Bastian | Published: 2024-06-03
NSAI統合
モデルの解釈性
未知の攻撃検出

A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats

Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
侵入検知システム
未知の攻撃検出
階層的分類手法

usfAD Based Effective Unknown Attack Detection Focused IDS Framework

Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
DDoS攻撃検出
侵入検知システム
未知の攻撃検出

MONDEO: Multistage Botnet Detection

Authors: Duarte Dias, Bruno Sousa, Nuno Antunes | Published: 2023-08-31
効率性評価
未知の攻撃検出
機械学習技術

Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection?

Authors: Andrea Corsini, Shanchieh Jay Yang | Published: 2023-08-28
Out-of-Distribution検出
未知の攻撃検出
機械学習手法

Unsupervised anomalies detection in IIoT edge devices networks using federated learning

Authors: Niyomukiza Thamar, Hossam Samy Elsaid Sharara | Published: 2023-08-23
プライバシー保護
未知の攻撃検出
連合学習

Open SESAME: Fighting Botnets with Seed Reconstructions of Domain Generation Algorithms

Authors: Nils Weissgerber, Thorsten Jenke, Elmar Padilla, Lilli Bruckschen | Published: 2023-01-12
データ収集
未知の攻撃検出
機械学習手法

Early detection of the advanced persistent threat attack using performance analysis of deep learning

Authors: Javad Hassannataj Joloudari, Mojtaba Haderbadi, Amir Mashmool, Mohammad GhasemiGol, Shahab S., Amir Mosavi | Published: 2020-09-19
ネットワーク脅威検出
未知の攻撃検出
脆弱性管理

Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning

Authors: Mostafa Rezazad, Matthias R. Brust, Mohammad Akbari, Pascal Bouvry, Ngai-Man Cheung | Published: 2019-03-01
DDoS攻撃
IoTトラフィック特性
未知の攻撃検出

A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection

Authors: Jorge Rivero, Bernardete Ribeiro, Ning Chen, Fátima Silva Leite | Published: 2017-09-23
モデル性能評価
攻撃検出
未知の攻撃検出