Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep
Object Detectors

Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors

26 May 2022

Avishag Shapira

Battista Biggio

Papers citing "Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors"

19 / 19 papers shown

Title
Multi-Robot Coordination with Adversarial Perception Rayan Bahrami H. Jafarnejadsani AAML 47 0 0 12 Apr 2025
Energy-Latency Attacks: A New Adversarial Threat to Deep Learning H. B. Meftah W. Hamidouche Sid Ahmed Fezza Olivier Déforges AAML 46 0 0 06 Mar 2025
Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models Junzhe Yu Yi Liu Huijia Sun Ling Shi Yuqi Chen 53 0 0 01 Mar 2025
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection Dongsu Song Daehwa Ko Jay Hoon Jung AAML 64 0 0 10 Feb 2025
Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object Detectors Tao Lin Lijia Yu Gaojie Jin Renjue Li Peng Wu Lijun Zhang AAML 30 1 0 14 Oct 2024
A Survey and Evaluation of Adversarial Attacks for Object Detection Khoi Nguyen Tiet Nguyen Wenyu Zhang Kangkang Lu Yuhuan Wu Xingjian Zheng Hui Li Tan Liangli Zhen AAML 34 2 0 04 Aug 2024
SlowPerception: Physical-World Latency Attack against Visual Perception in Autonomous Driving Chen Ma Ningfei Wang Zhengyu Zhao Qi Alfred Chen Chao Shen 36 0 0 09 Jun 2024
Steal Now and Attack Later: Evaluating Robustness of Object Detection against Black-box Adversarial Attacks Erh-Chung Chen Pin-Yu Chen I-Hsin Chung Che-Rung Lee AAML 36 2 0 24 Apr 2024
The Impact of Uniform Inputs on Activation Sparsity and Energy-Latency Attacks in Computer Vision Andreas Müller Erwin Quiring AAML 27 1 0 27 Mar 2024
The SkipSponge Attack: Sponge Weight Poisoning of Deep Neural Networks Jona te Lintelo Stefanos Koffas S. Picek AAML 16 1 0 09 Feb 2024
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers Oryan Yehezkel Alon Zolfi Amit Baras Yuval Elovici A. Shabtai AAML 29 0 0 04 Feb 2024
SlowTrack: Increasing the Latency of Camera-based Perception in Autonomous Driving Using Adversarial Examples Chen Ma Ningfei Wang Qi Alfred Chen Chao Shen 18 21 0 15 Dec 2023
Understanding the Process of Data Labeling in Cybersecurity Tobias Braun Irdin Pekaric Giovanni Apruzzese 28 4 0 28 Nov 2023
Overload: Latency Attacks on Object Detection for Edge Devices Erh-Chung Chen Pin-Yu Chen I-Hsin Chung Che-Rung Lee AAML 36 12 0 11 Apr 2023
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 42 29 0 14 Mar 2022
Adversarial Machine Learning Threat Analysis and Remediation in Open Radio Access Network (O-RAN) Edan Habler Ron Bitton D. Avraham D. Mimran Eitan Klevansky Oleg Brodt Heiko Lehmann Yuval Elovici A. Shabtai AAML 36 12 0 16 Jan 2022
Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang Chengying Gao Yuyin Zhou Cihang Xie Alan Yuille C. Zou Ning Liu AAML 137 160 0 10 Sep 2019
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 148 424 0 16 Apr 2018
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014