Browsing by Subject "Intrusion detection"

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Anomaly detection In IoT using machine learning algorithms

Arko, Aritro Roy; Khan, Saadat Hasan; Preety, A a Anjum; Biswas, Mehrab Hossain (Brac University, 2019-08)

Internet of Things (IoT) is growing as one of the fastest developing technologies around the world. With IPv6 settling down, people have a lot of addressing spaces left that even allows sensors to communicate with each ...
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 ...