Unified Framework for Explainable Threat Detection in Surveillance
Unified Framework for Explainable Threat Detection in Surveillance
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Explore the cutting-edge VigilantEye framework for explainable threat detection in surveillance systems. This keynote will address the overwhelming video data challenge and high false alarm issues, leveraging advanced AI models like YOLOv8-x and Conv-LSTM, while maintaining transparency through SHAP and LIME tools. Gain insights into the architecture that integrates adaptive threat scoring, edge-cloud solutions, and privacy safeguards through DP-SGD. The session will also discuss ethical...