Jedi: Entropy-based Localization and Removal of Adversarial Patches

Jedi: Entropy-based Localization and Removal of Adversarial Patches

20 April 2023

Anouar Ben Khalifa

Mohamed Ali Mahjoub

Nael B. Abu-Ghazaleh

Papers citing "Jedi: Entropy-based Localization and Removal of Adversarial Patches"

16 / 16 papers shown

Title
Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores Hyunsik Na Wonho Lee Seungdeok Roh Sohee Park Daeseon Choi AAML 19 0 0 13 May 2025
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges Nandish Chattopadhyay Abdul Basit B. Ouni Muhammad Shafique AAML 31 0 0 01 Mar 2025
Traversing the Subspace of Adversarial Patches Jens Bayer S. Becker David Münch Michael Arens Jürgen Beyerer AAML 72 0 0 02 Dec 2024
DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination Jia Fu Xiao Zhang Sepideh Pashami Fatemeh Rahimian Anders Holst DiffM AAML 27 0 0 31 Oct 2024
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model Xingxing Wei Caixin Kang Yinpeng Dong Z. Wang Shouwei Ruan Yubo Chen Hang Su AAML DiffM 32 2 0 14 Sep 2024
Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges Sazzad Sayyed Milin Zhang Shahriar Rifat A. Swami Michael De Lucia Francesco Restuccia 28 1 0 31 Jul 2024
I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors Zijin Lin Yue Zhao Kai Chen Jinwen He AAML 32 0 0 12 Jun 2024
PAD: Patch-Agnostic Defense against Adversarial Patch Attacks Lihua Jing Rui Wang Wenqi Ren Xinjie Dong Cong Zou AAML 29 6 0 25 Apr 2024
Fool the Hydra: Adversarial Attacks against Multi-view Object Detection Systems Bilel Tarchoun Quazi Mishkatul Alam Nael B. Abu-Ghazaleh Ihsen Alouani AAML 13 0 0 30 Nov 2023
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches Nandish Chattopadhyay Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammad Shafique OODD 18 3 0 20 Nov 2023
PatchCURE: Improving Certifiable Robustness, Model Utility, and Computation Efficiency of Adversarial Patch Defenses Chong Xiang Tong Wu Sihui Dai Jonathan Petit Suman Jana Prateek Mittal 49 2 0 19 Oct 2023
Eigenpatches -- Adversarial Patches from Principal Components Jens Bayer S. Becker David Munch Michael Arens AAML 30 1 0 19 Jun 2023
DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks Cai Kang Yinpeng Dong Zhengyi Wang Shouwei Ruan Yubo Chen Hang Su Xingxing Wei AAML DiffM 22 11 0 15 Jun 2023
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution Matías P. Pizarro D. Kolossa Asja Fischer AAML 35 1 0 26 May 2023
Certified Patch Robustness via Smoothed Vision Transformers Hadi Salman Saachi Jain Eric Wong Aleksander Mkadry AAML 70 58 0 11 Oct 2021
PatchGuard++: Efficient Provable Attack Detection against Adversarial Patches Chong Xiang Prateek Mittal AAML 33 42 0 26 Apr 2021