Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward

29 May 2019

Papers citing "Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward"

23 / 23 papers shown

Title
GAN-Based Single-Stage Defense for Traffic Sign Classification Under Adversarial Patch Attack Abyad Enan M. Chowdhury AAML 58 0 0 16 Mar 2025
Blockchain-based Trust Management in Security Credential Management System for Vehicular Network SangHyun Byun Arijet Sarker Sang-Yoon Chang Jugal Kalita 57 0 0 24 Feb 2025
Safeguarding connected autonomous vehicle communication: Protocols, intra- and inter-vehicular attacks and defenses Mohammed Aledhari Rehma Razzak Mohamed Rahouti Abbas Yazdinejad R. Parizi Basheer Qolomany Mohsen Guizani Junaid Qadir Ala I. Al-Fuqaha AAML 158 1 0 06 Feb 2025
Deceptive Sequential Decision-Making via Regularized Policy Optimization Yerin Kim Alexander Benvenuti Bo Chen Mustafa O. Karabag A. Kulkarni Nathaniel D. Bastian Ufuk Topcu Matthew T. Hale AAML 115 1 0 30 Jan 2025
Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey Mahdi Alkaeed Adnan Qayyum Junaid Qadir 31 16 0 19 Sep 2023
Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? Adnan Qayyum Muhammad Bilal Muhammad Hadi Paweł Capik Massimo Caputo H. Vohra Ala I. Al-Fuqaha Junaid Qadir 34 6 0 25 Mar 2023
A Survey on Reinforcement Learning Security with Application to Autonomous Driving Ambra Demontis Maura Pintor Christian Scano Kathrin Grosse Hsiao-Ying Lin Chengfang Fang Battista Biggio Fabio Roli AAML 44 4 0 12 Dec 2022
Game Theoretic Mixed Experts for Combinational Adversarial Machine Learning Ethan Rathbun Kaleel Mahmood Sohaib Ahmad Caiwen Ding Marten van Dijk AAML 24 4 0 26 Nov 2022
Potential Auto-driving Threat: Universal Rain-removal Attack Jincheng Hu Jihao Li Zhuoran Hou Jingjing Jiang Cunjia Liu Yuanjian Zhang AAML 24 4 0 18 Nov 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 30 32 0 24 Oct 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
Privacy Preserving Machine Learning for Electric Vehicles: A Survey Abdul Rahman Sani M. Hassan Jinjun Chen 36 10 0 17 May 2022
SoK: On the Semantic AI Security in Autonomous Driving Junjie Shen Ningfei Wang Ziwen Wan Yunpeng Luo Takami Sato ... Zhenyu Zhong Kang Li Ziming Zhao Chunming Qiao Qi Alfred Chen AAML 23 40 0 10 Mar 2022
Explaining RADAR features for detecting spoofing attacks in Connected Autonomous Vehicles Nidhi Rastogi Sara Rampazzi Michael Clifford Miriam Heller Matthew Bishop K. Levitt AAML 19 6 0 01 Mar 2022
Roadmap for Cybersecurity in Autonomous Vehicles Vipin Kumar Kukkala S. V. Thiruloga S. Pasricha 43 29 0 19 Jan 2022
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder A. Papachristodoulou C. Kyrkou T. Theocharides 33 2 0 05 Nov 2021
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples Ömer Faruk Tuna Ferhat Ozgur Catak M. T. Eskil AAML 19 32 0 08 Feb 2021
Developing Future Human-Centered Smart Cities: Critical Analysis of Smart City Security, Interpretability, and Ethical Challenges Kashif Ahmad Majdi Maabreh M. Ghaly Khalil Khan Junaid Qadir Ala I. Al-Fuqaha 27 142 0 14 Dec 2020
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 165 424 0 16 Apr 2018
DeepSafe: A Data-driven Approach for Checking Adversarial Robustness in Neural Networks D. Gopinath Guy Katz C. Păsăreanu Clark W. Barrett AAML 50 87 0 02 Oct 2017
Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks John Bradshaw A. G. Matthews Zoubin Ghahramani BDL AAML 72 171 0 08 Jul 2017
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 249 1,842 0 03 Feb 2017
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 308 5,847 0 08 Jul 2016