Certifiably robust interpretation via Rényi differential privacy

DOI10.1016/j.artint.2022.103787OpenAlexW3180638810MaRDI QIDQ2093391

Lirong Xia, Chuang Gan, Sijia Liu, Ao Liu, Xiao-yu Chen

Publication date: 8 November 2022

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2107.01561

zbMATH Keywords

robustnessneural networksmachine learningdifferential privacyinterpretation

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Uses Software

• ImageNet
• AlexNet
• Faster R-CNN
• Skin-Lesion-Analyzer

Cites Work

• Differential privacy and robust statistics
• Unnamed Item