Aiselon is built around a simple principle: detection has lost, so prevention is the only defense. Instead of trying to spot cheating after the fact, the enclave removes the conditions that make it possible.
The candidate opens a session link. The Aiselon enclave provisions in about 30 seconds on the device they already have — no admin rights, no kernel driver.
The enclave establishes a hardened security boundary at the network and OS layer, isolating the assessment from overlays, remote sessions and local model processes.
Throughout the exam, Aiselon continuously blocks invisible overlays, RAT channels, on-device LLMs and second-device pivots, signalling a verified state to the host platform.
When the session ends the enclave tears itself down within seconds, leaving no persistent agent. Default candidate-data retention is 24 hours.
Lockdown and safe-exam browsers operate at the application layer. They can lock a window, but they're blind to the operating system beneath them — where modern cheating tools now live.
Transparent assistant windows render above the exam, invisible to screen capture and to the candidate's own webcam feed.
Models running entirely offline produce no detectable network traffic, defeating any monitoring approach that only watches the wire.
Proxy rings advertise pass guarantees by piping an exam to a paid expert through a remote-access tool.