Root cause: SharedPreferences are not shared between processes (Activity vs Service),
causing new keypair generation on every restart, resulting in 'device signature invalid'.

Fix: Use file-based storage (device_identity.json) instead of SharedPreferences.
File is shared across all processes in the same app.