A taxonomy and survey of attacks against machine learning

Author:

Pitropakis Nikolaos,Panaousis EmmanouilORCID,Giannetsos Thanassis,Anastasiadis Eleftherios,Loukas GeorgeORCID

Publisher

Elsevier BV

Subject

General Computer Science,Theoretical Computer Science

Reference97 articles.

1. S.G. Finlayson, H.W. Chung, I.S. Kohane, A.L. Beam, Adversarial attacks against medical deep learning systems, arXiv preprint arXiv:1804.05296, 2018.

2. Behaviour reflects personality: detecting co-residence attacks on xen-based cloud environments;Pitropakis;Int. J. Inf. Secur.,2015

3. Fraud detection with multi-modal attention and correspondence learning;Park,2019

4. A taxonomy and survey of cyber-physical intrusion detection approaches for vehicles;Loukas;Ad Hoc Netw.,2019

5. People-centric sensing in assistive healthcare: Privacy challenges and directions;Giannetsos;Secur. Commun. Netw.,2011

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