Getting started
AI security at Vraelis
Our development scope, the security problems we are investigating and the foundations that exist today.
- Outcome
- Understand the current direction and distinguish research from implemented components.
- Does not do
- Public workspace access is closed. These references are not instructions for an available deployment.
Vraelis is developing independent cybersecurity software for AI-enabled defense, critical infrastructure and robotics. The company direction covers model integrity, adversarial threats, machine trust and security evidence.
Model integrity
Identify the model, dependencies and configuration a system is running, and compare them with reviewed artifacts. Authenticity helps establish provenance; it does not prove that a model is safe or free of backdoors. Runtime attestation and deployment integrations remain development work.
Adversarial threats
Investigate manipulated inputs, training-data poisoning and untrusted instructions reaching AI agents. Evaluation must name the model, attacker capabilities, conditions and limitations. We do not claim a universal attack detector or measured edge-inference performance.
Machine trust
Separate an AI proposal from permission to act. Identity, resource, action, workload integrity and policy must be established through trustworthy sources. Existing safety controls remain responsible for physical recovery and safe states.
Security evidence
Compare supplied reports against reviewed criteria and inspect the source events supporting a finding. Missing evidence remains unresolved. A recorded report is not authenticated telemetry or physical ground truth.
Current foundations
The repository includes a tested policy decision core and a recorded-evidence evaluator. These components are foundations for private integration work, rather than a complete operational security product. Trusted identity, artifact verification, adversarial evaluation and live enforcement require further development.
The private workspace address is data.vraelis.com. Sign-in and new account access are currently closed.