research
∙
04/21/2023
Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning
Federated learning (FL) is vulnerable to poisoning attacks, where advers...
share
research
∙
03/27/2023
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
Deep neural networks are vulnerable to backdoor attacks, where an advers...
research
∙
08/09/2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction
Deep-learning-based clinical decision support using structured electroni...
research
∙
02/11/2022
FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation
Automatic Speech Recognition services (ASRs) inherit deep neural network...
research
∙
05/30/2020
Attention-Guided Discriminative Region Localization for Bone Age Assessment
Bone age assessment (BAA) is clinically important as it can be used to d...
research
∙
11/20/2019
SSAH: Semi-supervised Adversarial Deep Hashing with Self-paced Hard Sample Generation
Deep hashing methods have been proved to be effective and efficient for ...
research
∙
06/12/2019
Topology-Preserving Deep Image Segmentation
Segmentation algorithms are prone to make topological errors on fine-sca...
research
∙
05/17/2019
