Physics-based integrity for batteries and critical systems
The same idea behind MW Battery Analytics applies to security: CAN has no authentication, but physics is hard to forge. A spoofed state of charge must still match the current that flowed, and a faked temperature must still follow Joule heating. States assembled from inconsistent values land off the physical manifold.
Battery Analytics is our commercial offering. These capabilities support it and show the broader technical range of the team.
Four areas, one physics-first approach
Battery cybersecurity
A nine-attack red-team range against BESS, from CAN injection to ransomware.
Cyber-physical security
Commands that are protocol-valid but physically impossible, caught by MW distance.
RF cybersecurity
Physics-based electronic-warfare detection on sovereign sensor grids.
Steganographic LLM red team
Research on attack tooling hidden inside model weights, and how to detect it.
Most of our work starts with a battery log.
If you operate or build battery systems, the fastest way to see the approach is a free MW Battery Assessment. Security engagements follow from there.