An Explainable Deep Learning Framework for Intrusion Detection

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Explore the intricate world of Explainable AI, emphasizing its importance in security applications. This presentation delves into the necessity of explainability, benefits it offers, and its significance in enhancing intrusion detection systems. Confront current challenges and discover how integrating AI can bolster security measures. Gain insights into deep learning frameworks, understanding key components, and model architectures. Learn about explainability techniques such as post-hoc...