Қарсыласуды анықтау

task ID: adversarialdetection

Related Papers

Input-specific Attention Subnetworks for Adversarial Detection

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractSelf-attention heads are characteristic of Transformer models and have been well studied for interpretability and pruning. In this work, we demonstrate an altogether different utility of attention heads, namely for …...

33001

CASN:Class-Aware Score Network for Textual Adversarial Detection

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractAdversarial detection aims to detect adversarial samples that threaten the security of deep neural networks, which is an essential step toward building robust AI systems. Density-based estimation is widely considered …...

38817