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

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

29 May 2019

Ala I. Al-Fuqaha

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

15 / 15 papers shown

Title
GAN-Based Single-Stage Defense for Traffic Sign Classification Under Adversarial Patch Attack Abyad Enan M. Chowdhury AAML 51 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 140 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 107 1 0 30 Jan 2025
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 25 6 0 25 Mar 2023
A Survey on Reinforcement Learning Security with Application to Autonomous Driving Ambra Demontis Maura Pintor Luca Demetrio Kathrin Grosse Hsiao-Ying Lin Chengfang Fang Battista Biggio Fabio Roli AAML 29 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 8 4 0 26 Nov 2022
Privacy Preserving Machine Learning for Electric Vehicles: A Survey Abdul Rahman Sani M. Hassan Jinjun Chen 22 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 13 39 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 11 6 0 01 Mar 2022
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 145 424 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 42 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 60 171 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 222 1,832 0 03 Feb 2017
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016