GIDS: GAN based Intrusion Detection System for In-Vehicle Network

17 July 2019

Papers citing "GIDS: GAN based Intrusion Detection System for In-Vehicle Network"

50 / 53 papers shown

Title
CANTXSec: A Deterministic Intrusion Detection and Prevention System for CAN Bus Monitoring ECU Activations Denis Donadel Kavya Balasubramanian Alessandro Brighente Bhaskar Ramasubramanian Mauro Conti Radha Poovendran 26 0 0 14 May 2025
MDHP-Net: Detecting an Emerging Time-exciting Threat in IVN Qi Liu Yunxing Liu Ruifeng Li Chenhong Cao Yangfu Li Xuzhao Li Peng Wang Runhan Feng Shiyang Bu 29 0 0 16 Apr 2025
Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries Furkan Çolhak Hasan Coşkun Tsafac Nkombong Regine Cyrille Tedi Hoxa Mert İlhan Ecevit Mehmet Nafiz Aydın 41 0 0 02 Apr 2025
Advancing CAN Network Security through RBM-Based Synthetic Attack Data Generation for Intrusion Detection Systems Yiming Li Jingyong Su Kai Wang AAML 60 0 0 27 Mar 2025
The Roles of Generative Artificial Intelligence in Internet of Electric Vehicles Hanwen Zhang Dusit Niyato Wei Zhang Changyuan Zhao Hongyang Du Abbas Jamalipour Sumei Sun Yiyang Pei AI4CE 44 2 0 24 Sep 2024
A Survey of Anomaly Detection in In-Vehicle Networks Ovgu Ozdemir M. Tuğberk İşyapar Pınar Karagöz Klaus Werner Schmidt Demet Demir N. A. Karagoz 28 0 0 11 Sep 2024
A Robust Multi-Stage Intrusion Detection System for In-Vehicle Network Security using Hierarchical Federated Learning Muzun Althunayyan Amir Javed Omer Rana AAML 29 7 0 15 Aug 2024
AntibotV: A Multilevel Behaviour-based Framework for Botnets Detection in Vehicular Networks Rabah Rahal Abdelaziz Amara Korba Nacira Ghoualmi-Zine Y. Challal Mohamed Yacine Ghamri-Doudane 18 10 0 03 Jul 2024
CARACAS: vehiCular ArchitectuRe for detAiled Can Attacks Simulation Sadek Misto Kirdi Nicola Scarano F. Oberti Luca Mannella S. Di Carlo Alessandro Savino 21 0 0 11 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 46 8 0 30 May 2024
Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Survey Minrui Xu Dusit Niyato Jiawen Kang Zehui Xiong Abbas Jamalipour Yuguang Fang Dong In Kim Xuemin X. Shen 28 5 0 25 Apr 2024
MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network Pengzhou Cheng Zongru Wu Gongshen Liu 26 1 0 07 Mar 2024
SISSA: Real-time Monitoring of Hardware Functional Safety and Cybersecurity with In-vehicle SOME/IP Ethernet Traffic Qi Liu Xingyu Li Ke Sun Yufeng Li Yanchen Liu 21 1 0 21 Feb 2024
Benchmarking Frameworks and Comparative Studies of Controller Area Network (CAN) Intrusion Detection Systems: A Review Shaila Sharmin Hafizah Mansor Andi Fitriah Abdul Kadir N. A. Aziz 19 1 0 10 Feb 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 3 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
SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification Xuemei Li Huirong Fu 14 4 0 19 Nov 2023
LiPar: A Lightweight Parallel Learning Model for Practical In-Vehicle Network Intrusion Detection Aiheng Zhang Kai Wang Bailing Wang Yulei Wu 8 0 0 14 Nov 2023
can-train-and-test: A Curated CAN Dataset for Automotive Intrusion Detection Brooke Elizabeth Kidmose W. Meng AAML 16 26 0 09 Aug 2023
LSF-IDM: Automotive Intrusion Detection Model with Lightweight Attribution and Semantic Fusion Pengzhou Cheng Lei Hua Haobin Jiang Gongshen Liu 21 1 0 02 Aug 2023
Towards Cyber Security for Low-Carbon Transportation: Overview, Challenges and Future Directions Yue Cao Sifan Li Chenchen Lv Di Wang Hongjian Sun Jing Jiang Fanlin Meng Lexi Xu Xinzhou Cheng 23 21 0 24 May 2023
RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data Chathurika S. Wickramasinghe Daniel L. Marino Harindra S. Mavikumbure Victor Cobilean Timothy D. Pennington Benny J. Varghese C. Rieger Milos Manic AAML 11 14 0 05 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
Supervised Contrastive ResNet and Transfer Learning for the In-vehicle Intrusion Detection System Thi-Nu Hoang D. Kim AAML 19 25 0 18 Jul 2022
Statistical Detection of Adversarial examples in Blockchain-based Federated Forest In-vehicle Network Intrusion Detection Systems I. Aliyu Sélinde Van Engelenburg Muhammed Muazu Jinsul Kim C. Lim AAML 41 14 0 11 Jul 2022
Anomaly Detection in Intra-Vehicle Networks A. Dwivedi 28 3 0 07 May 2022
CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level Md Hasan Member Ieee Yang Xiao Senior Member Ieee Pablo Moriano Fellow Ieee Wenjing Lou F. I. Y. Thomas Hou 22 18 0 03 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 21 22 0 23 Apr 2022
Detecting In-vehicle Intrusion via Semi-supervised Learning-based Convolutional Adversarial Autoencoders Thi-Nu Hoang D. Kim AAML 16 50 0 04 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
Roadmap for Cybersecurity in Autonomous Vehicles Vipin Kumar Kukkala S. V. Thiruloga S. Pasricha 43 29 0 19 Jan 2022
Evaluation of the Architecture Alternatives for Real-time Intrusion Detection Systems for Connected Vehicles Mubark Jedh Jian Kai Lee Lotfi Ben Othmane 14 2 0 18 Jan 2022
Deep Bayesian Learning for Car Hacking Detection Laha Ale Scott A. King Ning Zhang AAML 10 4 0 17 Dec 2021
Adversarial Online Learning with Variable Plays in the Pursuit-Evasion Game: Theoretical Foundations and Application in Connected and Automated Vehicle Cybersecurity Yiyang Wang Neda Masoud AAML 16 2 0 26 Oct 2021
A Deep Learning Perspective on Connected Automated Vehicle (CAV) Cybersecurity and Threat Intelligence M. Basnet Mohd. Hasan Ali 26 7 0 22 Sep 2021
GGNB: Graph-Based Gaussian Naive Bayes Intrusion Detection System for CAN Bus Riadul Islam M. Devnath Manar D. Samad Syed Md Jaffrey Al Kadry 25 46 0 24 Aug 2021
SOME/IP Intrusion Detection using Deep Learning-based Sequential Models in Automotive Ethernet Networks Natasha Alkhatib H. Ghauch J. Danger 19 24 0 04 Aug 2021
Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks S. T. Mehedi A. Anwar Ziaur Rahman K. Ahmed 13 85 0 12 Jul 2021
Generative Adversarial Networks: A Survey Towards Private and Secure Applications Zhipeng Cai Zuobin Xiong Honghui Xu Peng-Shuai Wang Wei Li Yi-Lun Pan 32 139 0 07 Jun 2021
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles Li Yang Abdallah Moubayed Abdallah Shami 27 228 0 26 May 2021
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation Hojjat Navidan P. Moshiri M. Nabati Reza Shahbazian S. Ghorashi V. Shah-Mansouri David Windridge 13 84 0 10 May 2021
Detection of Message Injection Attacks onto the CAN Bus using Similarity of Successive Messages-Sequence Graphs Mubark Jedh Lotfi Ben Othmane Noor O. Ahmed B. Bhargava 8 41 0 08 Apr 2021
A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset Miki E. Verma Robert A. Bridges Michael D. Iannacone Samuel C. Hollifield Pablo Moriano Steven C. Hespeler Bill Kay Frank L. Combs AAML 34 36 0 29 Dec 2020
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning Changyang She Chengjian Sun Zhouyou Gu Yonghui Li Chenyang Yang H. Vincent Poor Branka Vucetic 25 17 0 13 Sep 2020
G-IDS: Generative Adversarial Networks Assisted Intrusion Detection System Md Hasan Shahriar Nur Imtiazul Haque M. Rahman M. Alonso AAML 28 94 0 01 Jun 2020