Update main.py endpoints to use the hybrid detector and improve validation logic in train_hybrid.py by mapping detections using source_ip. Also, add synthetic source_ip to dataset_loader.py for both CICIDS2017 and synthetic datasets.
Replit-Commit-Author: Agent
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Integrates IP geolocation and Autonomous System (AS) information into detection records by modifying the frontend to display this data and updating the backend to perform asynchronous batch lookups for efficiency. This enhancement includes database schema updates and the creation of a new IP geolocation service.
Replit-Commit-Author: Agent
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Update the get_stats function in main.py to safely fetch and process counts from the database, preventing potential errors when no records are found for total logs, recent logs, detections, blocked IPs, and active routers.
Replit-Commit-Author: Agent
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Refactors storage to use a database backend, introducing schemas and functions for routers, network logs, detections, whitelist, and training history. Integrates Drizzle ORM with Neon Postgres for data persistence.
Replit-Commit-Author: Agent
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