Data Loss Prevention 2D: Context-Aware Exfiltration Risk Engine

Modern DLP no longer blocks on keywords alone — it scores every outbound packet by combining data sensitivity, the risk of its egress channel (email, cloud upload, web upload, USB) and behavioral context such as anomalous session activity, then blocks, quarantines or allows it in real time. This 2D simulator renders that pipeline as a live top-down traffic flow across four pannable, zoomable lanes, each one scored against a configurable risk threshold at a shared evaluation line, with a linked risk-space scatter plot showing every decision as it happens and live counters for blocked traffic, leaked sensitive data and false-positive blocks. A toggle switches the engine between a full context-aware policy and a legacy keyword-only model, making the exact trade-off DLP modernization solves — fewer false positives without missing real leaks — visible and adjustable.