Differential Analysis of Triggers and Benign Features for Black-Box DNN
Backdoor Detection

Differential Analysis of Triggers and Benign Features for Black-Box DNN Backdoor Detection

11 July 2023

Prashanth Krishnamurthy

Farshad Khorrami

Papers citing "Differential Analysis of Triggers and Benign Features for Black-Box DNN Backdoor Detection"

9 / 9 papers shown

Title
SifterNet: A Generalized and Model-Agnostic Trigger Purification Approach Shaoye Luo Xinxin Fan Quanliang Jing Chi Lin Mengfan Li Yunfeng Lu Yongjun Xu AAML 9 0 0 20 May 2025
BeniFul: Backdoor Defense via Middle Feature Analysis for Deep Neural Networks Xinfu Li Junying Zhang Xindi Ma AAML 33 0 0 15 Oct 2024
A Practical Trigger-Free Backdoor Attack on Neural Networks Jiahao Wang Xianglong Zhang Xiuzhen Cheng Pengfei Hu Guoming Zhang AAML 60 0 0 21 Aug 2024
Towards Robust Vision Transformer via Masked Adaptive Ensemble Fudong Lin Jiadong Lou Xu Yuan Nianfeng Tzeng ViT AAML 41 1 0 22 Jul 2024
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring Hao Fu Naman Patel Prashanth Krishnamurthy Farshad Khorrami OODD 34 4 0 23 May 2024
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem Georg Pichler Marco Romanelli Divya Prakash Manivannan Prashanth Krishnamurthy Farshad Khorrami Siddharth Garg 35 2 0 26 Feb 2024
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN Chunyu Yuan Dongfang Zhao S. Agaian 37 9 0 14 Oct 2023
An Upper Bound for the Distribution Overlap Index and Its Applications Hao Xu Prashanth Krishnamurthy S. Garg Farshad Khorrami VLM 24 0 0 16 Dec 2022
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 203 252 0 06 Mar 2020