Automated Intrusion Detection System

Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection

Authors: Li Yang, Abdallah Shami | Published: 2024-09-05
Framework
Model Performance Evaluation
Automated Intrusion Detection System

AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN)

Authors: Lorenzo Guerra, Linhan Xu, Paolo Bellavista, Thomas Chapuis, Guillaume Duc, Pavlo Mozharovskyi, Van-Tam Nguyen | Published: 2024-08-30 | Updated: 2024-09-05
Attack Method
Automated Intrusion Detection System
Vehicle Network Security

A Robust Multi-Stage Intrusion Detection System for In-Vehicle Network Security using Hierarchical Federated Learning

Authors: Muzun Althunayyan, Amir Javed, Omer Rana | Published: 2024-08-15
Model Performance Evaluation
Automated Intrusion Detection System
Vehicle Network Security

AI-Driven Chatbot for Intrusion Detection in Edge Networks: Enhancing Cybersecurity with Ethical User Consent

Authors: Mugheez Asif, Abdul Manan, Abdul Moiz ur Rehman, Mamoona Naveed Asghar, Muhammad Umair | Published: 2024-08-08
Edge Computing
Cybersecurity
Automated Intrusion Detection System

Diffusion-based Adversarial Purification for Intrusion Detection

Authors: Mohamed Amine Merzouk, Erwan Beurier, Reda Yaich, Nora Boulahia-Cuppens, Frédéric Cuppens | Published: 2024-06-25
Data Preprocessing
Adversarial Training
Automated Intrusion Detection System

Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection

Authors: Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci | Published: 2024-05-17
Few-Shot Learning
LLM Performance Evaluation
Automated Intrusion Detection System

Intrusion Detection at Scale with the Assistance of a Command-line Language Model

Authors: Jiongliang Lin, Yiwen Guo, Hao Chen | Published: 2024-04-20
Command Analysis
Anomaly Detection Method
Automated Intrusion Detection System

Intrusion Detection: A Deep Learning Approach

Authors: Ishaan Shivhare, Joy Purohit, Vinay Jogani, Samina Attari, Madhav Chandane | Published: 2023-06-13
LSTM Model Performance Evaluation
Classification Pattern Analysis
Automated Intrusion Detection System

A Comparative Analysis of Machine Learning Algorithms for Intrusion Detection in Edge-Enabled IoT Networks

Authors: Poornima Mahadevappa, Syeda Mariam Muzammal, Raja Kumar Murugesan | Published: 2021-11-02
Dataset evaluation
Machine Learning Algorithm
Automated Intrusion Detection System

Deep Learning-Based Intrusion Detection System for Advanced Metering Infrastructure

Authors: Zakaria El Mrabet, Mehdi Ezzari, Hassan Elghazi, Badr Abou El Majd | Published: 2019-12-31
Optimization Methods
Deep Learning
Automated Intrusion Detection System