Tree-based Intelligent Intrusion Detection System in Internet of Vehicles

18 October 2019

Li Yang

Papers citing "Tree-based Intelligent Intrusion Detection System in Internet of Vehicles"

37 / 37 papers shown

Title
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case Fatemeh Dehrouyeh Li Yang F. Badrkhani Ajaei Abdallah Shami 35 6 0 25 Apr 2024
Exploring Highly Quantised Neural Networks for Intrusion Detection in Automotive CAN Shashwat Khandelwal Shanker Shreejith 23 1 0 19 Jan 2024
Real-Time Zero-Day Intrusion Detection System for Automotive Controller Area Network on FPGAs Shashwat Khandelwal Shanker Shreejith AAML 19 4 0 19 Jan 2024
A Lightweight FPGA-based IDS-ECU Architecture for Automotive CAN Shashwat Khandelwal Shanker Shreejith 19 14 0 19 Jan 2024
A Lightweight Multi-Attack CAN Intrusion Detection System on Hybrid FPGAs Shashwat Khandelwal Shanker Shreejith 23 11 0 19 Jan 2024
Deep Learning-based Embedded Intrusion Detection System for Automotive CAN Shashwat Khandelwal Eashan Wadhwa Shanker Shreejith 19 9 0 19 Jan 2024
ADVENT: Attack/Anomaly Detection in VANETs Hamideh Baharlouei A. Makanju Nur Zincir-Heywood 24 1 0 16 Jan 2024
Optimized Ensemble Model Towards Secured Industrial IoT Devices MohammadNoor Injadat 45 2 0 10 Jan 2024
Forensic Data Analytics for Anomaly Detection in Evolving Networks Li Yang Abdallah Moubayed Abdallah Shami Amine Boukhtouta P. Heidari Stere Preda Richard Brunner D. Migault Adel Larabi 39 2 0 17 Aug 2023
5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network Sehan Samarakoon Yushan Siriwardhana P. Porambage Madhusanka Liyanage Sang-Yoon Chang Jinoh Kim Jong-Hoi Kim M. Ylianttila 26 74 0 02 Dec 2022
IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective Li Yang Abdallah Shami 24 52 0 16 Sep 2022
CANdito: Improving Payload-based Detection of Attacks on Controller Area Networks Stefano Longari Alessandro Nichelini Carlo Alberto Pozzoli Michele Carminati S. Zanero 24 9 0 13 Aug 2022
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles Li Yang Abdallah Shami G. Stevens Stephen De Rusett 27 28 0 05 Aug 2022
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection Marius Dragoi Elena Burceanu Emanuela Haller Andrei Manolache Florin Brad OOD 23 19 0 30 Jun 2022
Anomaly Detection in Intra-Vehicle Networks A. Dwivedi 33 3 0 07 May 2022
STC-IDS: Spatial-Temporal Correlation Feature Analyzing based Intrusion Detection System for Intelligent Connected Vehicles Pengzhou Cheng Mu Han Aoxue Li Fengwei Zhang 26 22 0 23 Apr 2022
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles Li Yang Abdallah Shami 74 67 0 27 Jan 2022
An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series Tareq Tayeh Sulaiman A. Aburakhia Ryan Myers Abdallah Shami AI4TS 47 33 0 23 Jan 2022
A Communication Security Game on Switched Systems for Autonomous Vehicle Platoons Guoxin Sun T. Alpcan Benjamin I. P. Rubinstein S. Çamtepe AAML 13 2 0 29 Sep 2021
An Automated Data Engineering Pipeline for Anomaly Detection of IoT Sensor Data Xinze Li Baixi Zou 22 5 0 28 Sep 2021
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams Li Yang D. Manias Abdallah Shami 70 55 0 10 Sep 2021
Enhancing Security in VANETs with Efficient Sybil Attack Detection using Fog Computing Anirudh Paranjothi Mohammed Atiquzzaman 16 6 0 23 Aug 2021
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection Li Yang Abdallah Moubayed Abdallah Shami P. Heidari Amine Boukhtouta Adel Larabi Richard Brunner Stere Preda D. Migault 26 29 0 24 Jul 2021
Machine Learning for Security in Vehicular Networks: A Comprehensive Survey Anum Talpur M. Gurusamy 17 61 0 31 May 2021
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles Li Yang Abdallah Moubayed Abdallah Shami 32 230 0 26 May 2021
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams Li Yang Abdallah Shami 61 103 0 21 Apr 2021
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 65 99 0 11 Jan 2021
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach MohammadNoor Injadat Abdallah Moubayed Abdallah Shami 32 49 0 16 Dec 2020
Optimized Random Forest Model for Botnet Detection Based on DNS Queries Abdallah Moubayed MohammadNoor Injadat Abdallah Shami 19 20 0 16 Dec 2020
A Transfer Learning Framework for Anomaly Detection Using Model of Normality Sulaiman A. Aburakhia Tareq Tayeh Ryan Myers Abdallah Shami 24 20 0 12 Nov 2020
Session-layer Attack Traffic Classification by Program Synthesis Lei Shi Yahui Li Rajeev Alur B. T. Loo 16 0 0 13 Oct 2020
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 11 163 0 09 Aug 2020
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice Li Yang Abdallah Shami AI4CE 25 2,033 0 30 Jul 2020
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 25 69 0 09 Jun 2020
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection Abdallah Moubayed Emad Aqeeli Abdallah Shami 18 25 0 08 Jun 2020
Softwarization, Virtualization, & Machine Learning For Intelligent & Effective V2X Communications Abdallah Moubayed Abdallah Shami 18 15 0 08 Jun 2020
Systematic Ensemble Model Selection Approach for Educational Data Mining MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 16 123 0 13 May 2020