IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling
Consistency

IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency

16 May 2024

Papers citing "IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency"

16 / 16 papers shown

Title
Cert-SSB: Toward Certified Sample-Specific Backdoor Defense Ting Qiao Y. Wang Xing Liu Sixing Wu Jianbing Li Yiming Li AAML SILM 64 0 0 30 Apr 2025
FFCBA: Feature-based Full-target Clean-label Backdoor Attacks Yangxu Yin H. Chen Yudong Gao Peng Sun Liantao Wu Z. Li W. Liu AAML 46 0 0 29 Apr 2025
Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets Y. Zhang Yuxuan Zhou Tianyu Li Minghui Li Shengshan Hu Wei Luo L. Zhang AAML SILM 28 0 0 16 Apr 2025
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 48 0 0 19 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 44 0 0 09 Mar 2025
Class-Conditional Neural Polarizer: A Lightweight and Effective Backdoor Defense by Purifying Poisoned Features Mingli Zhu Shaokui Wei Hongyuan Zha Baoyuan Wu AAML 37 0 0 23 Feb 2025
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming Y. Chen Shuo Shao Enhao Huang Yiming Li Pin-Yu Chen Z. Qin Kui Ren AAML 36 3 0 22 Feb 2025
FLARE: Towards Universal Dataset Purification against Backdoor Attacks Linshan Hou Wei Luo Zhongyun Hua Songhua Chen L. Zhang Yiming Li AAML 67 0 0 29 Nov 2024
BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection Yuwei Niu Shuo He Qi Wei Feng Liu Lei Feng AAML 33 1 0 24 May 2024
Invisible Backdoor Attack against Self-supervised Learning Hanrong Zhang Zhenting Wang Tingxu Han Mingyu Jin Chenlu Zhan Mengnan Du Hongwei Wang Shiqing Ma Hongwei Wang Shiqing Ma AAML SSL 44 2 0 23 May 2024
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency Soumyadeep Pal Yuguang Yao Ren Wang Bingquan Shen Sijia Liu AAML 34 8 0 15 Mar 2024
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger Yiming Li Mingyan Zhu Junfeng Guo Tao Wei Shu-Tao Xia Zhan Qin AAML 59 1 0 03 Dec 2023
A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks Ziqiang Li Hong Sun Pengfei Xia Beihao Xia Xue Rui Wei Zhang Qinglang Guo Bin Li AAML 30 8 0 14 Jun 2023
BppAttack: Stealthy and Efficient Trojan Attacks against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning Zhenting Wang Juan Zhai Shiqing Ma AAML 119 97 0 26 May 2022
MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Using a Maximum Margin Statistic Hang Wang Zhen Xiang David J. Miller G. Kesidis AAML 25 40 0 13 May 2022
Enhancing Backdoor Attacks with Multi-Level MMD Regularization Pengfei Xia Hongjing Niu Ziqiang Li Bin Li AAML 38 29 0 09 Nov 2021