Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
Please note that all times are shown in the time zone of the conference. The current conference time is: 24th Aug 2026, 05:32:56am America, Santiago
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Daily Overview |
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Student Paper (SP) 02 Location: Room 07: Antartica | |
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2:40pm - 2:50pm
Implementation Web Deployment of an Anomaly Detection System for IoT Environments Using the CRIPST-ML Methodology Universidad Cooperativa de Colombia, Colombia The Internet of Things (IoT) has transformed modern industry through real-time monitoring and automation, but it has also increased cyber risk in edge implementation with limited resources. The article presents the implementation and web deployment of a lightweight anomaly detection system for IoT environments, structure using the cross-Industry Standard Process for Machine Learning with Quality models (Isolation Forest, Single Class SVM and K-Means), the BoT-Iot dataset was used, and operational behavior was validated with real-time packet capture. The models are evaluated with internal clustering metrics (Silhouette, Calinski-Harabasz, Davies-Bouldin) and attack-driven behavior, and the selected artifacts are implemented through a Streamlit interface for interactive inference and monitoring. The results show that the proposed pipeline is feasible and reproducible for small-scale IoT deployments, while providing accessible, user-oriented security analytics. | |