The application discloses a kind of big model instruction security protection method,
system and storage medium based on four-layer cooperative closed-loop
protection mechanism, belong to
artificial intelligence security and
trusted computing field.The application is deployed non-intrusive independent
protection layer between
user input layer and big
model inference execution layer, through instruction weight
dynamic control, context
integrity check, multi-
modal public power subject credible
verification, four big links cooperative linkage of
security rule priority rigid locking, combined with shared semantic
label library, dynamic threshold value synchronization mechanism and cross-layer abnormal feedback channel constructs whole-link closed-loop
protection system.The application realizes high semantic weight content attenuation by instruction weight
system, resists split bypass
attack by context governance, guarantees public power identity credible by multi-
modal double
verification, realizes permission control and
algorithm transparent by rule priority rigid locking, built-in global multi-jurisdiction compliance rule
library, adapt to global regulatory requirements and have anti-black-box auditable characteristics.The application does not need to modify model bottom code, supports hardware-level isolation and national
encryption algorithm acceleration, can be widely applied to government, finance, military industry and other high-end security scene, provides non-intrusive, global, high-
security compliance protection solution for big model.