TY - GEN
T1 - Artificial Intelligence for next generation cybersecurity
T2 - 18th International Conference on Availability, Reliability and Security, ARES 2023
AU - Iturbe, Eider
AU - Rios, Erkuden
AU - Rego, Angel
AU - Toledo, Nerea
N1 - Publisher Copyright:
© 2023 ACM.
PY - 2023/8/29
Y1 - 2023/8/29
N2 - 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.
AB - 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.
KW - adversarial attack
KW - adversarial machine learning
KW - artificial intelligence
KW - critical infrastructure
KW - cyber threat intelligence
KW - cybersecurity
KW - incident response
KW - intrusion detection
UR - http://www.scopus.com/inward/record.url?scp=85169706425&partnerID=8YFLogxK
U2 - 10.1145/3600160.3605051
DO - 10.1145/3600160.3605051
M3 - Conference contribution
AN - SCOPUS:85169706425
T3 - ACM International Conference Proceeding Series
BT - ARES 2023 - 18th International Conference on Availability, Reliability and Security, Proceedings
PB - Association for Computing Machinery
Y2 - 29 August 2023 through 1 September 2023
ER -
