AI Security Solutions
Securing intelligence
at the edge
Dyvista is a research-driven security firm building advanced frameworks for protecting distributed AI systems—where connectivity ends and mission-critical decisions begin.
Research Focus
Where we operate
Edge AI Security
Behavioral analytics and validation frameworks for AI systems operating on distributed, resource-constrained hardware at the network edge.
Behavioral Monitoring
Continuous observation frameworks that detect anomalies in AI system behavior without requiring model access—purpose-built for air-gapped and isolated environments.
Threat Response & Forensics
Active intervention and post-incident analysis for edge AI systems. When anomalies occur, we respond autonomously and reconstruct what happened.
Our Approach
Research philosophy
We treat edge AI systems as living systems—subject to environmental pressures, capable of unexpected behaviors, and requiring continuous observation. Our research draws from control theory, behavioral analytics, and decades of experience securing systems where failure is not an option.
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We're selectively engaging with partners, collaborators, and organizations facing hard problems in edge AI security. If that's you, we'd like to hear from you.
info@dyvista.com