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The Effectiveness of Zero-Day Attacks Data Samples Generated via GANs on Deep Learning Classifiers

Digitization of most of the services that people use in their everyday life has, among others, led to increased needs for cybersecurity. As digital tools increase day by day and new software and hardware launch out-of-the box, detection of known existing vulnerabilities, or zero-day as they are comm...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Nikolaos Peppes, Theodoros Alexakis, Evgenia Adamopoulou, Konstantinos Demestichas
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2023-01-01
Schriftenreihe:Sensors
Schlagworte:
zero-day attacks
malware detection
Generative Adversarial Networks (GANs)
cybersecurity
deep learning
information security
Online-Zugang:https://www.mdpi.com/1424-8220/23/2/900
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