An Analytical Review: Evolving Trends and THE IMPACTS OF Intrusion Detection in IoT (2015–2025)

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This presentation delves into the critical intersection of IoT and Intrusion Detection Systems (IDS), emphasizing the importance of securing connected technology. It examines the evolution of IDS from 2015 to 2025, highlighting advancements from signature-based methods to deep and federated learning approaches. Key datasets like Bot-IoT and N-BaIoT, as well as the challenges they present, are analyzed for their significance in benchmarking IDS performance. Through a systematic review and case...