Ethical and Transparent AI in Cyber Defense: Design and Development of an Explainable AI Dashboard for Network Intrusion Detection: A Comparative Study of SHAP, LIME, and ELI5
Abstract
Open Access Authors : H.C.S. Peiris, M. A. Thashini Kamalka Paper ID : IJERTV15IS070332 Volume & Issue : Volume 15, Issue 07 , July – 2026 Published (First Online): 20-07-2026 ISSN (Online) : 2278-0181 Publisher Name : IJERT License: This work is licensed under a Creative Commons Attribution 4.0 International License... --- Source: International Journal of Engineering Research & Technology - https://www.ijert.org/ethical-and-transparent-ai-in-cyber-defense-design-and-development-of-an-explainabl...
Description / Details
Open Access Authors : H.C.S. Peiris, M. A. Thashini Kamalka Paper ID : IJERTV15IS070332 Volume & Issue : Volume 15, Issue 07 , July – 2026 Published (First Online): 20-07-2026 ISSN (Online) : 2278-0181 Publisher Name : IJERT License: This work is licensed under a Creative Commons Attribution 4.0 International License...
Source: International Journal of Engineering Research & Technology - https://www.ijert.org/ethical-and-transparent-ai-in-cyber-defense-design-and-development-of-an-explainable-ai-dashboard-for-network-intrusion-detection-a-comparative-study-of-shap-lime-and-eli5-ijertv15is070332 PDF: https://www.ijert.org/ethical-and-transparent-ai-in-cyber-defense-design-and-development-of-an-explainable-ai-dashboard-for-network-intrusion-detection-a-comparative-study-of-shap-lime-and-eli5-ijertv15is070332 Original Link: https://www.ijert.org/ethical-and-transparent-ai-in-cyber-defense-design-and-development-of-an-explainable-ai-dashboard-for-network-intrusion-detection-a-comparative-study-of-shap-lime-and-eli5-ijertv15is070332
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Jul 20, 2026
Engineering Research
Engineering
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