Independent AI Security Research Lab

Research, services, and future tools for adaptive cyber defence

TetraNous Labs explores adversarial AI, deep learning-based attacker models, secure system design, and practical cybersecurity documentation.

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Research

Open Access

Deep Learning-Based Hierarchical Automated Attacker–Defender Model

Research Paper

  • Hierarchical attacker–defender interaction modelling
  • Decision-making under partial observability
  • Proposal of an H-POSG abstraction extending POSG modelling with hierarchical decision-making and modular policy decomposition
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In Preparation

Cyber First Aid: A Guide to Urgent Response and Containment

A practical research paper presenting a concise framework for initial incident response, damage containment, and urgent decision support before a full investigation begins.

  • Initial isolation and containment
  • Account and system protection
  • Evidence preservation and documentation
  • Initial recovery steps

Publication status: Coming soon

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Services

Secure System Design

System design support focused on access control, cloud security, defensive architecture, and security by design.

Status: Available

Security Assessment & Authorised Penetration Testing

Assessment of web applications and systems within a pre-agreed scope to identify weaknesses and provide practical remediation guidance.

All testing is performed exclusively with clear written authorisation from the system owner.

Status: Available depending on project scope

Security Documentation

Vulnerability reports, OWASP-based documentation, threat modelling, remediation guidance, and technical summaries.

Status: Available

Research Reports

Literature reviews and technical reports on AI security, identity and access management, cloud security, and cyber defence.

Status: Available

Products

TetraShield

A concept for a future tool supporting AI-assisted vulnerability analysis and adaptive cyber defence.

Status: In development

Contact

For research collaboration, service enquiries, and questions about TetraShield.

contact@tetranouslabs.dev