fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems

27 May 2022

Papers citing "fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems"

8 / 8 papers shown

Title
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges Nandish Chattopadhyay Abdul Basit B. Ouni Muhammad Shafique AAML 28 0 0 01 Mar 2025
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammed Shafique AAML 21 21 0 11 Aug 2023
Distracting Downpour: Adversarial Weather Attacks for Motion Estimation Jenny Schmalfuss Lukas Mehl Andrés Bruhn AAML 29 15 0 11 May 2023
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks Alberto Marchisio Antonio De Marco Alessio Colucci Maurizio Martina Muhammad Shafique AAML 15 2 0 08 Apr 2023
AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision Systems Amira Guesmi Muhammad Abdullah Hanif Muhammad Shafique AAML 36 17 0 02 Mar 2023
Attacking Motion Estimation with Adversarial Snow Jenny Schmalfuss Lukas Mehl Andrés Bruhn AAML 23 9 0 20 Oct 2022
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Muhammad Shafique Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 66 100 0 04 Jan 2021
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016