Artificial Intelligence for next generation cybersecurity: The AI4CYBER framework
No Thumbnail Available
Identifiers
Publication date
2023-08-29
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
Association for Computing Machinery
Citations
Export
Abstract
Artificial Intelligence (AI) is playing a crucial role both in the technological advances and emerging advanced threats in cybersecurity. Despite efforts by competent authorities in Europe to regulate the use of AI in a way that aligns with the ethics and individuals' fundamental rights, there are still challenges to be tackled, not to mention the malicious use of AI by cybercriminals. In this paper we present a novel framework that is composed of innovative cybersecurity services that leverage AI to provide support in the management of the incident response and recovery lifecycle of the critical entities' systems against advanced attacks. The paper describes the main components and architecture of the AI4CYBER framework and provides a clear understanding of the application of the autonomous intelligent cybersecurity services and their role in enforcing defensive actions throughout the entire lifecycle of the systems.
Description
Publisher Copyright: © 2023 ACM.
Keywords
adversarial attack , adversarial machine learning , artificial intelligence , critical infrastructure , cyber threat intelligence , cybersecurity , incident response , intrusion detection , Human-Computer Interaction , Computer Networks and Communications , Computer Vision and Pattern Recognition , Software , SDG 16 - Peace, Justice and Strong Institutions
Type
Citation
Iturbe , E , Rios , E , Rego , A & Toledo , N 2023 , Artificial Intelligence for next generation cybersecurity : The AI4CYBER framework . in ARES 2023 - 18th International Conference on Availability, Reliability and Security, Proceedings . , 133 , ACM International Conference Proceeding Series , Association for Computing Machinery , 18th International Conference on Availability, Reliability and Security, ARES 2023 , Benevento , Italy , 29/08/23 . https://doi.org/10.1145/3600160.3605051
conference
conference