Tamp-X: Attacking explainable natural language classifiers through tampered activations

Author:

Ali HassanORCID,Khan Muhammad SulemanORCID,Al-Fuqaha Ala,Qadir JunaidORCID

Funder

Qatar National Research Fund

Qatar National Library

Qatar Foundation

Publisher

Elsevier BV

Subject

Law,General Computer Science

Reference40 articles.

1. Sscnets: robustifying dnns using secure selective convolutional filters;Ali;IEEE Des. Test,2019

2. Analyzing the robustness of fake-news detectors under black-box adversarial attacks;Ali;IEEE Access,2021

3. Con-detect: detecting adversarially perturbed natural language inputs to deep classifiers through holistic analysis;Ali;TechRXiv,2022

4. Has-nets: a heal and select mechanism to defend DNNs against backdoor attacks for data collection scenarios;Ali;arXiv preprint arXiv:2012.07474,2020

5. Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples;Athalye,2018

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