Model integrity asks whether the model that runs is the model that was approved. Adversarial threats covers inputs, updates and supply paths built to change what a model does. Machine trust is explicit identity, limited permissions and checks at execution boundaries. Security evidence is records a person can read, kept in order, including what could not be confirmed.
Vraelis focuses on AI security
Cybersecurity software for AI in defense, critical infrastructure and autonomous systems.






