BadDet: Backdoor Attacks on Object Detection

28 May 2022

Yinpeng Dong

Papers citing "BadDet: Backdoor Attacks on Object Detection"

32 / 32 papers shown

Title
Test-Time Backdoor Detection for Object Detection Models Hangtao Zhang Yichen Wang Shihui Yan Chenyu Zhu Ziqi Zhou Linshan Hou Shengshan Hu Minghui Li Yanjun Zhang L. Zhang AAML 54 0 0 19 Mar 2025
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection Jialin Lu Junjie Shan Ziqi Zhao Ka-Ho Chow AAML 56 0 0 09 Mar 2025
NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation Shengfang Zhai Jiajun Li Yue Liu Huanran Chen Zhihua Tian Wenjie Qu Qingni Shen Ruoxi Jia Yinpeng Dong Jiaheng Zhang AAML 49 0 0 09 Mar 2025
PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models Xinwei Liu Xiaojun Jia Yuan Xun Hua Zhang Xiaochun Cao DiffM AAML 49 0 0 22 Feb 2025
Twin Trigger Generative Networks for Backdoor Attacks against Object Detection Zhiying Li Zhi Liu Guanggang Geng Shreyank N. Gowda Shuyuan Lin Jian Weng Xiaobo Jin AAML 75 0 0 23 Nov 2024
Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Satoru Koda I. Morikawa AAML 72 0 0 20 Nov 2024
Invisibility Cloak: Disappearance under Human Pose Estimation via Backdoor Attacks Minxing Zhang Michael Backes Xiao Zhang AAML 34 0 0 10 Oct 2024
Event Trojan: Asynchronous Event-based Backdoor Attacks Ruofei Wang Qing Guo Haoliang Li Renjie Wan 69 3 0 09 Jul 2024
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection Shenao Yan Shen Wang Yue Duan Hanbin Hong Kiho Lee Doowon Kim Yuan Hong AAML SILM 43 17 0 10 Jun 2024
Stealthy Targeted Backdoor Attacks against Image Captioning Wenshu Fan Hongwei Li Wenbo Jiang Meng Hao Shui Yu Xiao Zhang DiffM 27 6 0 09 Jun 2024
Towards Robust Physical-world Backdoor Attacks on Lane Detection Xinwei Zhang Aishan Liu Tianyuan Zhang Siyuan Liang Xianglong Liu AAML 52 10 0 09 May 2024
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection Saket S. Chaturvedi Lan Zhang Wenbin Zhang Pan He Xiaoyong Yuan 3DPC 59 0 0 06 May 2024
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness Hangtao Zhang Shengshan Hu Yichen Wang Leo Yu Zhang Ziqi Zhou Xianlong Wang Yanjun Zhang Chao Chen 32 2 0 17 Apr 2024
Mask-based Invisible Backdoor Attacks on Object Detection Jeongjin Shin AAML 33 0 0 20 Mar 2024
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks Khondoker Murad Hossain Tim Oates AAML 29 1 0 13 Mar 2024
SSL-OTA: Unveiling Backdoor Threats in Self-Supervised Learning for Object Detection Qiannan Wang Changchun Yin Lu Zhou Liming Fang 11 1 0 30 Dec 2023
Pre-trained Trojan Attacks for Visual Recognition Aishan Liu Xinwei Zhang Yisong Xiao Yuguang Zhou Siyuan Liang Jiakai Wang Xianglong Liu Xiaochun Cao Dacheng Tao AAML 71 25 0 23 Dec 2023
Manipulating Trajectory Prediction with Backdoors Kaouther Messaoud Kathrin Grosse Mickaël Chen Matthieu Cord Patrick Pérez Alexandre Alahi AAML LLMSV 29 0 0 21 Dec 2023
A Red Teaming Framework for Securing AI in Maritime Autonomous Systems Mathew J. Walter Aaron Barrett Kimberly Tam 22 5 0 08 Dec 2023
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift Shengwei An Sheng-Yen Chou Kaiyuan Zhang Qiuling Xu Guanhong Tao ... Shuyang Cheng Shiqing Ma Pin-Yu Chen Tsung-Yi Ho Xiangyu Zhang DiffM AAML 33 28 0 27 Nov 2023
Robust Backdoor Attacks on Object Detection in Real World Yaguan Qian Boyuan Ji Shuke He Shenhui Huang Xiang Ling Bin Wang Wen Wang 49 3 0 16 Sep 2023
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models Indranil Sur Karan Sikka Matthew Walmer K. Koneripalli Anirban Roy Xiaoyu Lin Ajay Divakaran Susmit Jha 32 8 0 07 Aug 2023
Attacking by Aligning: Clean-Label Backdoor Attacks on Object Detection Yi Cheng P. H. Hopchev Minhao Cheng AAML 33 4 0 19 Jul 2023
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 23 11 0 21 Jun 2023
Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers Ke Xu Hongrui Chen Zihao Zhu Li Liu Baoyuan Wu DiffM 30 11 0 01 Jun 2023
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning Shengfang Zhai Yinpeng Dong Qingni Shen Shih-Chieh Pu Yuejian Fang Hang Su 32 71 0 07 May 2023
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks Khondoker Murad Hossain Tim Oates AAML 26 4 0 15 Dec 2022
Untargeted Backdoor Attack against Object Detection C. Luo Yiming Li Yong Jiang Shutao Xia AAML 28 31 0 02 Nov 2022
TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World Hua Ma Yinshan Li Yansong Gao Zhi-Li Zhang A. Abuadbba Anmin Fu S. Al-Sarawi Surya Nepal Derek Abbott AAML DiffM 19 12 0 06 Sep 2022
Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation Tong Wu Tianhao Wang Vikash Sehwag Saeed Mahloujifar Prateek Mittal AAML 42 37 0 22 Jul 2022
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 198 274 0 06 Mar 2020
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 39,217 0 01 Sep 2014