Browsing by Author "Nup, Naima Ahmed"

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Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection

Rahman, Masroor; Navid, Reshad Karim; Hossain Bhuyain, Md Muballigh; Hasan, Farnaz Fawad; Nup, Naima Ahmed (Brac University, 2023-01)

The use of machine learning models has greatly enhanced the capability to rec ognize patterns and draw conclusions. However, due to their black-box nature, it can be difficult to comprehend the factors that affect their ...