research
∙
06/21/2022
Transferable Graph Backdoor Attack
Graph Neural Networks (GNNs) have achieved tremendous success in many gr...
share
research
∙
07/21/2020
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
This work provides the community with a timely comprehensive review of b...
research
∙
11/23/2019
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
This work corroborates a run-time Trojan detection method exploiting STR...
research
∙
08/09/2019
Februus: Input Purification Defence Against Trojan Attacks on Deep Neural Network Systems
We propose Februus; a novel idea to neutralize insidous and highly poten...
research
∙
08/09/2019
DeepCleanse: Input Sanitization Framework Against Trojan Attacks on Deep Neural Network Systems
Doubts over safety and trustworthiness of deep learning systems have eme...
research
∙
08/09/2019