AIAS: AI-ASsisted cybersecurity platform to defend against adversarial AI attacks

Author:

Petihakis Georgios1ORCID,Farao Aristeidis1ORCID,Bountakas Panagiotis2ORCID,Sabazioti Athanasia3ORCID,Polley John4ORCID,Xenakis Christos1ORCID

Affiliation:

1. Department of Digital Systems, University of Piraeus, Greece

2. Department of Digital Systems, University of Piraeus, Greece and SPHYNX Technology Solutions AG, Switzerland

3. Department of Tourism Studies, University of Piraeus, Greece

4. School of Communication, University of Southern California, USA

Funder

European Commission

Publisher

ACM

Reference32 articles.

1. EKnad: Exploit Kits’ network activity detection

2. HELPHED: Hybrid Ensemble Learning PHishing Email Detection

3. Defense strategies for Adversarial Machine Learning: A survey

4. De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks

5. Lingwei Chen, Yanfang Ye, and Thirimachos Bourlai. 2017. Adversarial machine learning in malware detection: Arms race between evasion attack and defense. In 2017 European intelligence and security informatics conference (EISIC). IEEE, 99–106.

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