Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning

18 September 2021

Kuofeng Gao

Papers citing "Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning"

38 / 38 papers shown

Title
Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval Jinpeng Wang Bin Chen Qiang Zhang Zaiqiao Meng Shangsong Liang Shutao Xia 62 12 0 07 Apr 2024
Towards Robust Model Watermark via Reducing Parametric Vulnerability Guanhao Gan Yiming Li Dongxian Wu Shu-Tao Xia AAML 43 12 0 09 Sep 2023
Backdoor Defense via Adaptively Splitting Poisoned Dataset Kuofeng Gao Yang Bai Jindong Gu Yong-Liang Yang Shutao Xia AAML 44 49 0 23 Mar 2023
Backdoor Defense via Deconfounded Representation Learning Zaixin Zhang Qi Liu Zhicai Wang Zepu Lu Qingyong Hu AAML 78 42 0 13 Mar 2023
Imperceptible and Robust Backdoor Attack in 3D Point Cloud Kuofeng Gao Jiawang Bai Baoyuan Wu Mengxi Ya Shutao Xia AAML 3DPC 63 32 0 17 Aug 2022
Hardly Perceptible Trojan Attack against Neural Networks with Bit Flips Jiawang Bai Kuofeng Gao Dihong Gong Shutao Xia Zhifeng Li Wen Liu AAML 46 28 0 27 Jul 2022
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal Xinwei Liu Jian Liu Yang Bai Jindong Gu Tao Chen Xiaojun Jia Xiaochun Cao AAML WIGM 43 27 0 17 Jul 2022
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label Shengshan Hu Ziqi Zhou Yechao Zhang L. Zhang Yifeng Zheng Yuanyuan HE Hai Jin AAML 48 44 0 01 Jul 2022
Improving Vision Transformers by Revisiting High-frequency Components Jiawang Bai Liuliang Yuan Shutao Xia Shuicheng Yan Zhifeng Li Wen Liu ViT 31 93 0 03 Apr 2022
Few-Shot Backdoor Attacks on Visual Object Tracking Yiming Li Haoxiang Zhong Xingjun Ma Yong Jiang Shutao Xia AAML 60 53 0 31 Jan 2022
Anti-Backdoor Learning: Training Clean Models on Poisoned Data Yige Li X. Lyu Nodens Koren Lingjuan Lyu Yue Liu Xingjun Ma OnRL 53 330 0 22 Oct 2021
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval Jinpeng Wang Ziyun Zeng Bin Chen Tao Dai Shutao Xia MQ 64 45 0 11 Sep 2021
Joint Face Image Restoration and Frontalization for Recognition X. Tu Jian-jun Zhao Qiankun Liu W. Ai G. Guo Zhifeng Li Wei Liu Jiashi Feng CVBM 63 54 0 12 May 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Qiufeng Wang 3DPC AAML 94 52 0 30 Mar 2021
Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits Jiawang Bai Baoyuan Wu Yong Zhang Yiming Li Zhifeng Li Shutao Xia AAML 37 74 0 21 Feb 2021
Invisible Backdoor Attack with Sample-Specific Triggers Yuezun Li Yiming Li Baoyuan Wu Longkang Li Ran He Siwei Lyu AAML DiffM 71 474 0 07 Dec 2020
Input-Aware Dynamic Backdoor Attack A. Nguyen Anh Tran AAML 54 427 0 16 Oct 2020
Open-sourced Dataset Protection via Backdoor Watermarking Yiming Li Zi-Mou Zhang Jiawang Bai Baoyuan Wu Yong Jiang Shutao Xia 26 41 0 12 Oct 2020
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 76 595 0 17 Jul 2020
Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks Yunfei Liu Xingjun Ma James Bailey Feng Lu AAML 82 510 0 05 Jul 2020
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks Avi Schwarzschild Micah Goldblum Arjun Gupta John P. Dickerson Tom Goldstein AAML TDI 48 163 0 22 Jun 2020
Targeted Attack for Deep Hashing based Retrieval Jiawang Bai Bin Chen Yiming Li Dongxian Wu Weiwei Guo Shutao Xia En-Hui Yang AAML 71 85 0 15 Apr 2020
Label-Consistent Backdoor Attacks Alexander Turner Dimitris Tsipras Aleksander Madry AAML 23 387 0 05 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 277 42,038 0 03 Dec 2019
Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy Min Du R. Jia D. Song AAML 43 175 0 16 Nov 2019
Hidden Trigger Backdoor Attacks Aniruddha Saha Akshayvarun Subramanya Hamed Pirsiavash 70 619 0 30 Sep 2019
Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks Kang Liu Brendan Dolan-Gavitt S. Garg AAML 58 1,028 0 30 May 2018
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking Filip Radenovic Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum 43 376 0 29 Mar 2018
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Yue Liu Kimberly Lu D. Song AAML SILM 80 1,822 0 15 Dec 2017
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 60 1,294 0 03 Nov 2017
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 231 11,962 0 19 Jun 2017
HashNet: Deep Learning to Hash by Continuation Zhangjie Cao Mingsheng Long Jianmin Wang Philip S. Yu 58 616 0 02 Feb 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias R. Sicre Hervé Jégou 74 967 0 18 Nov 2015
Feature Learning based Deep Supervised Hashing with Pairwise Labels Wu-Jun Li Sheng Wang Wang-Cheng Kang 53 657 0 12 Nov 2015
Simultaneous Feature Learning and Hash Coding with Deep Neural Networks Hanjiang Lai Yan Pan Ye Liu Shuicheng Yan 36 822 0 14 Apr 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 954 99,991 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 272 43,290 0 01 May 2014