A Model for Estimating Resiliency of AI-Based Classifiers Defending Against Cyber Attacks

Abstract AI techniques for cybersecurity are advancing, but AI-based classifiers are suspectable of adversarial attacks. It is challenging to quantify the efforts required of an adversary to manipulate a system and quantify this resilience such that different systems can be compared using standard m...

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Bibliographic Details
Main Authors: Kousik Barik, Sanjay Misra, Luis Fernandez-Sanz
Format: Article
Language:English
Published: Springer 2024-11-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://doi.org/10.1007/s44196-024-00686-3
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