Explainable artificial intelligence for cybersecurity

DK Sharma, J Mishra, A Singh, R Govil… - Computers and …, 2022 - Elsevier
… Recently, several models have focused on improving explainability to understand the …
cybersecurity, little research has been conducted to analyze the security resilience of explainable

Explainable artificial intelligence applications in cyber security: State-of-the-art in research

Z Zhang, H Al Hamadi, E Damiani, CY Yeun… - IEEE …, 2022 - ieeexplore.ieee.org
… literature on Explainable Artificial Intelligence (XAI) methods for cyber security applications.
… connected systems and Artificial Intelligence in recent years, Artificial Intelligence including …

Explainable artificial intelligence in cybersecurity: A survey

N Capuano, G Fenza, V Loia, C Stanzione - IEEE Access, 2022 - ieeexplore.ieee.org
… 410 of works in Explainable Artificial Intelligence it is worth 411 … research 412 directions with
Explainability as the starting … 418 of explainability that are different in CyberSecurity context. …

Explainable artificial intelligence in cybersecurity: A brief review

S Hariharan, A Velicheti, AS Anagha… - … on Security and …, 2021 - ieeexplore.ieee.org
Explainable Artificial Intelligence overcomes this concern … dependable and predictable
Artificial Intelligence. This paper … , and scope of Explainable Artificial Intelligence in cyber security, …

Explainable artificial intelligence for cybersecurity: a literature survey

F Charmet, HC Tanuwidjaja, S Ayoubi… - Annals of …, 2022 - Springer
… Before discussing the intersection of XAI and cybersecurity, we remind the reader of certain
terms, and present a few intrinsically explainable models and explainability methods. As …

A survey on explainable artificial intelligence for cybersecurity

G Rjoub, J Bentahar, OA Wahab… - … on Network and …, 2023 - ieeexplore.ieee.org
machine learning models that can provide clear and interpretable explanations for their
decisions and actions. In the field of cybersecurity, … the art in XAI for cybersecurity and explore the …

Black box attacks on explainable artificial intelligence (XAI) methods in cyber security

A Kuppa, NA Le-Khac - 2020 International Joint Conference on …, 2020 - ieeexplore.ieee.org
… to cybersecurity domain, and attacks on explainable … for Explainable Artificial Intelligence
(XAI) methods, covering various security properties and threat models relevant to cyber security

Explainable artificial intelligence and cybersecurity: A systematic literature review

C Mendes, TN Rios - arXiv preprint arXiv:2303.01259, 2023 - arxiv.org
… developers, XAI (eXplainable Artificial Intelligence) can be … cybersecurity, aiming to discover
which XAI techniques have been applied in cybersecurity, and which areas of cybersecurity

An Overview of Explainable Artificial Intelligence for Cyber Security

H Khoulimi, M Lahby, O Benammar - Explainable Artificial Intelligence for …, 2022 - Springer
… We also explain the importance of their conjunction in cyber security. Furthermore … cyber
security. At the end of this chapter the different challenges of application of AI in Cyber Security

Explainable artificial intelligence for Cyber security

M Ahmed, S Rabiul Islam, A Anwar, N Moustafa… - … Publishing, Berlin. https …, 2022 - Springer
… , to provide a human-friendly decision for cyber security from a broader … explainable artificial
intelligence for cyber security by providing a bigger picture of the core concepts, intelligent