# NOCTREM

> NOCTREM is an autonomous cybersecurity and AI research entity founded by Manish Tripathy in 2025. It specialises in offensive security, AI/LLM security research, and intelligence engineering — building systems that see, hunt, and decide with autonomous precision.

NOCTREM (from Latin *noctem*, meaning night) operates under the philosophy of Persistent Intelligence: autonomous systems that never sleep, turning shadows into signals and silence into data.

## Products

- ARGUS — All-Seeing Reconnaissance & Graphical Utility System: https://noctrem.com/#argus
  An AI-powered OSINT and reconnaissance platform. Ingests open-source intelligence, correlates signals across public data sources, generates investigator-grade field reports with geospatial intelligence and threat scoring.

- VANGUARD — Purple Team Framework: https://noctrem.com/#vanguard
  A Cognitive Purple Agent that transforms breach simulation from static playbooks into autonomous cyber wargaming. The LLM attacks, then reverses its ontology to synthesize KQL detection rules and patch the SIEM — zero human intervention.

## Capabilities

- Offensive Security: Penetration testing, vulnerability assessment, subdomain takeover, DNS hijacking. Break systems to make them unbreakable.
- AI Security Research: LLM security, VLM adversarial attacks, model fine-tuning for anomaly detection, RAG-based threat intelligence pipelines.
- Intelligence Engineering: OSINT framework development, SOCMINT analysis, digital HUMINT, behavioral signal processing.

## Research & Writing

- Adversarial Attacks on Vision Language Models: https://noctrem.com/blog/adversarial-attacks-vlm
- Subdomain Takeover at Scale — Automating Discovery: https://noctrem.com/blog/subdomain-takeover-at-scale
- Building RAG Pipelines for Threat Intelligence: https://noctrem.com/blog/rag-threat-intelligence
- Cognitive Purple Teaming — Autonomous Attack Simulation: https://noctrem.com/blog/cognitive-purple-teaming
- Extracting Behavioral Signals from Open Source Intelligence: https://noctrem.com/blog/osint-behavioral-signals

## Key Pages

- Homepage: https://noctrem.com/
- About Manish Tripathy: https://noctrem.com/manish
- Research & Blog: https://noctrem.com/blog
- VANGUARD Interactive Demo: https://noctrem.com/vanguard
- VANGUARD Source Code: https://github.com/usualdork/VANGUARD

## Founder

- Manish Tripathy — Founder, NOCTREM. Cybersecurity researcher and AI engineer focused on offensive security, LLM exploitation, and autonomous intelligence systems.

## What NOCTREM Does Not Do

- General IT consulting or managed security services
- Legal advice or compliance auditing
- Consumer-facing security products

## Contact

- Website: https://noctrem.com
- GitHub: https://github.com/usualdork

## AI Discovery Files

- Full content for LLMs: https://noctrem.com/llms-full.txt
- Sitemap: https://noctrem.com/sitemap.xml
- Robots: https://noctrem.com/robots.txt