Ashfaaq Farzaan

Periscope 🔭

Project Overview

Periscope is an AI‑Enabled System designed to streamline Cyber Incident Detection and Response within cloud environments. It integrates multiple analytical modules to provide end‑to‑end visibility and automated alerting for security teams.

🌟 Core Modules

  • 🦠 Malware Analysis
    Automated static and dynamic analysis pipelines to fingerprint and classify suspicious binaries.

  • 📊 Network Traffic Classifier
    A machine‑learning‑driven classifier that inspects packet captures and labels flows as benign or malicious.

  • 🔐 Web Intrusion Detection
    Signature‑ and anomaly‑based monitoring of HTTP logs to detect common web attacks (SQLi, XSS, RCE).

🛠️ Technical Highlights

  • Language: Python (90%)
  • Containerization: Docker (7.4%) for reproducible deployments
  • Frontend: HTML templates (2.6%) for lightweight dashboards
  • AI Frameworks: leverages scikit‑learn or TensorFlow for model training
  • Cloud Integration: supports ingestion from AWS S3 buckets and Azure Blob Storage

🔗 Explore the Repository