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Use of Artificial Intelligence in a Cybersecurity Environment (2023)

Vähäkainu, P., & Lehto, M. (2023). Use of Artificial Intelligence in a Cybersecurity Environment. In T. Sipola, T. Kokkonen, & M. Karjalainen (Eds.), Artificial Intelligence and Cybersecurity : Theory and Applications (pp. 3-27). Springer. https://doi.org/10.1007/978-3-031-15030-2_1

JYU-tekijät tai -toimittajat

Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajat: Vähäkainu, Petri; Lehto, Martti

Emojulkaisu: Artificial Intelligence and Cybersecurity : Theory and Applications

Emojulkaisun toimittajat: Sipola, Tuomo; Kokkonen, Tero; Karjalainen, Mika

ISBN: 978-3-031-15029-6

eISBN: 978-3-031-15030-2

Julkaisuvuosi: 2023

Ilmestymispäivä: 08.12.2022

Artikkelin sivunumerot: 3-27

Kirjan kokonaissivumäärä: 301

Kustantaja: Springer

Kustannuspaikka: Cham

Julkaisumaa: Sveitsi

Julkaisun kieli: englanti

DOI: https://doi.org/10.1007/978-3-031-15030-2_1

Julkaisun avoin saatavuus: Ei avoin

Julkaisukanavan avoin saatavuus:

Tiivistelmä

Artificial Intelligence (AI) is the intelligence exhibited by machines. Any system that perceives its environment and takes actions to maximize its chance of succeeding in a goal can be defined as AI. When using digital sensor data, AI-based devices can be used to develop smart advisors, teachers, or assistants. The risks associated with the use of AI technology may be related to operating systems, hardware, algorithms, or system management. Ethics, liability and privacy can also be compromised. Research in this field focuses on the threats and risks of AI and how AI can help solve cybersecurity problems. This study uses the taxonomy classification principle to classify 12 of the most crucial cybersecurity areas. The research method was to gather 10 AI solutions, which were divided into seven different categories of crucial areas of cybersecurity. These AI solutions uses artificial intelligence to detect, predict and block security threats and anomalies. The purpose of the study is to classify the collected AI-based cybersecurity solutions and provide information on what they can offer in solving cybersecurity problems.

YSO-asiasanat: kyberturvallisuus; tekoäly; koneoppiminen

Vapaat asiasanat: anomaly; artificial intelligence; cognitive abilities; cybersecurity; supervised machine learning; unsupervised machine learning

Liittyvät organisaatiot

OKM-raportointi: Kyllä

Alustava JUFO-taso: 2