WebTheir works demonstrate that backdoors can still remain in poisoned pre-trained models even after netuning. Our work closely follows the attack method ofYang et al.and adapt it to the federated learning scheme by utilizing Gradient Ensembling, which boosts the … WebDOI: 10.1016/j.cose.2024.103212 Corpus ID: 257872548; DIHBA: Dynamic, Invisible and High attack success rate Boundary Backdoor Attack with low poison ratio @article{Ma2024DIHBADI, title={DIHBA: Dynamic, Invisible and High attack success rate Boundary Backdoor Attack with low poison ratio}, author={Binhao Ma and Can Zhao and …
[2212.11205] Vulnerabilities of Deep Learning-Driven …
WebJan 6, 2024 · DOI: 10.1109/ICCE56470.2024.10043484 Corpus ID: 256944736; Invisible Encoded Backdoor attack on DNNs using Conditional GAN @article{Arshad2024InvisibleEB, title={Invisible Encoded Backdoor attack on DNNs using Conditional GAN}, author={Iram Arshad and Yuansong Qiao and Brian Lee and Yuhang Ye}, journal={2024 IEEE … WebApr 12, 2024 · SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing Field ... Backdoor Defense via Deconfounded Representation Learning Zaixi Zhang · Qi Liu … tops erie pa east 38th street
Xiaoyi Chen - GitHub Pages
WebApr 5, 2024 · Rethinking the Trigger-injecting Position in Graph Backdoor Attack. Jing Xu, Gorka Abad, Stjepan Picek. Published 5 April 2024. Computer Science. Backdoor attacks have been demonstrated as a security threat for machine learning models. Traditional backdoor attacks intend to inject backdoor functionality into the model such that the … WebMar 21, 2024 · Unlike classification, semantic segmentation aims to classify every pixel within a given image. In this work, we explore backdoor attacks on segmentation models … WebBackdoor Attacks and Defenses Adversarial Robustness Publications BadNL: Backdoor Attacks against NLP models with Semantic-preserving Improvements Xiaoyi Chen, Ahmed Salem, Dingfan Chen, Michael Backes, Shiqing Ma, Qingni Shen, Zhonghai Wu, Yang Zhang 2024 Annual Computer Security Applications Conference ( ACSAC ’21) [ pdf ] [ slides ] [ … tops erica square operating hours