Introduction and Problem Statement

Introduction

I aim to make a system capable of classification and reconstruction network payloads (files, images, documents) from raw network traffic. The work is motivated by the limitations of traditional DLP (Data Loss Prevention) systems that require hand-written parsers for every majorly different web-application.

System Pipeline: MITM Proxy (DeepSeer) -> Raw Byte Capture -> AI Classification/Reconstruction -> DLP Policy Enforcement