A Novel Framework for Smart Cyber Defence: A Deep-Dive Into Deep Learning Attacks and Defences

Author:

Arshad Iram1ORCID,Alsamhi Saeed Hamood2,Qiao Yuansong1ORCID,Lee Brian1,Ye Yuhang1ORCID

Affiliation:

1. Software Research Institute, Technological University of Shannon: Midlands Midwest, Athlone, Ireland

2. Insight Centre for Data Analytics, University of Galway, Galway, Ireland

Funder

Technological University of Shannon: Midland Midwest under the President Doctoral Scholarship

Science Foundation Ireland co-funded by the European Regional Development Fund

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference65 articles.

1. The security of machine learning

2. Clean-annotation backdoor attack against lane detection systems in the wild;han;arXiv 2203 00858,2022

3. Adversarial examples: Opportunities and challenges;zhang;IEEE Trans Neural Netw Learn Syst,2020

4. Neural attention distillation: Erasing backdoor triggers from deep neural networks;li;arXiv 2101 05930,2021

5. Just how toxic is data poisoning? A unified benchmark for backdoor and data poisoning attacks;schwarzschild;Proc Int Conf Mach Learn,2021

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