Navrysa Labs / Research
Cybersecurity Research
Research-driven security for networks, IoT, industrial control, cyber-physical systems and AI-enabled infrastructure — especially where digital compromise can create physical consequences.
Observe behaviour
Use execution, timing, provenance, network and system evidence to understand what a connected system is actually doing.
Detect deviation
Identify meaningful changes from expected behaviour while managing noise, uncertainty and operational variability.
Defend intelligently
Combine machine reasoning with auditable controls so detection can support practical, bounded defensive action.
Research direction
Security where software meets the physical world.
This programme is shaped by work in ICS/CPS/IoT security, behavioural anomaly detection, provenance, timing analysis and AI-assisted defence. It is the research half of what Navrysa offers commercially as Connected Systems Security.
ICS / CPS
Runtime integrity
Detect anomalous computation and execution behaviour in control systems without relying solely on signatures.
Provenance
Graph-based security analytics
Model relationships among events, processes, data and network activity to expose multi-stage behaviours that isolated alerts miss.
AI defence
Agent-assisted operations
Explore how constrained AI agents can help analyse evidence, coordinate defensive workflows and explain recommendations.
Trust
Attestation & resilient AI
Study mechanisms for evaluating whether intelligent components and runtime environments remain trustworthy during operation.
Research topics
- Runtime integrity
- Provenance-based security
- Timing anomaly detection
- Cyber-physical security
- IoT security
- AI-enabled cyber defence
- Attestation and runtime assurance
Looking for security work you can engage today rather than a research direction? See Connected Systems Security and AI Security.
Cybersecurity Research
Built from research, aimed at operational defence.
Navrysa is interested in research collaborations and translational opportunities involving critical infrastructure, IoT, cyber-physical systems and AI-enabled defence.