Literary reviews on explainable artificial intelligence (XAI)in intrusion detection systems(IDS)
January 6, 2024January 6, 2024
Discipline: Cyber security
I search for literature reviews that evaluate the quality of explainable artificial intelligence in intrusion detection systems specifically addressing aspects such as Correctness, Completeness, Consistency, Continuity, Contrastivity, Covariate Complexity, Compactness, Composition, Confidence, Context, Coherence.
The Proposed Metrics should answer the question: Did the paper address any of these problems?
1) I need the paper in the form of a table with the following content:
paper| Year | Dataset | AI Models | XAI | Problem Statement | Gaps | Proposed Metrics |
2) 30 references from peer-reviewed scientific journals
3)covering the years from 2022 to 2024.
The references should be in APA format. Please include the references below the table.
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