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Department of Telecommunication, Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
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Even widely used machine learning models can suffer up to a 40% performance drop in IoT intrusion detection when subjected to data poisoning attacks, highlighting a critical vulnerability in current security systems.