A comprehensive surveillance-grade framework for monitoring the Information Labyrinth. Implements HLSP and AAIL protocols under the 2030 Directive logic.
Analytics pipeline for detecting coordinated inauthentic behavior on social media. Fuses six evidence channels into a weighted graph, then applies Leiden community detection to surface candidate account networks for analyst review. Detects coordination, never automates attribution.
A temporal-semantic pipeline using Sentence-BERT to detect Coordinated Inauthentic Behavior (CIB) and sanitize large-scale public policy datasets in Indonesia.
Reddit Mod Tool: 5-signal behavioral bot & CIB detector — Ghost Score 0-100 — Devpost Reddit Mod Tools Hackathon 2026
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