WebMay 13, 2024 · Abstract: This paper reports a new clean-label data poisoning backdoor attack, named Invisible Poison, which stealthily and aggressively plants a backdoor in … WebJan 1, 2024 · Specifically, we introduce two dispersibilities and prove their correlation, based on which we design the untargeted backdoor watermark under both poisoned-label and clean-label settings.
Clean-Label Backdoor Attacks on Video Recognition Models
WebIn this paper, we perform the backdoor attack against deep hashing based retrieval by clean-label data poisoning. Since the label of the poisoned image is consistent with its content, the clean-label backdoor attack is more stealthy to both machine and human inspections (Turner, Tsipras, and Madry 2024). To craft the poisoned images, we first gen- WebJun 10, 2024 · Towards stealthiness, researchers propose clean-label backdoor attacks, which require the adversaries not to alter the labels of the poisoned training datasets. Clean-label settings make the attack more stealthy due to the correct image-label pairs, but some problems still exist: first, traditional methods for poisoning training data are ... charlotte\u0027s web 2 cardigan
Backdoor Attack of Graph Neural Networks Based on Subgraph
WebJun 19, 2024 · Clean-Label Backdoor Attacks on Video Recognition Models. Abstract: Deep neural networks (DNNs) are vulnerable to backdoor attacks which can hide backdoor triggers in DNNs by poisoning training data. A backdoored model behaves normally on clean test images, yet consistently predicts a particular target class for any test … WebNov 7, 2024 · In this work, we explore a new kind of backdoor attack, i.e., a clean-label backdoor attack, on GNNs. Unlike prior backdoor attacks on GNNs in which the adversary can introduce arbitrary, often clearly mislabeled, inputs to the training set, in a clean … WebJun 10, 2024 · Enhancing Clean Label Backdoor Attack with Two-phase Specific Triggers. Backdoor attacks threaten Deep Neural Networks (DNNs). Towards stealthiness, … charlotte\u0027s web 2 farley the fox