SECNEURON uses per-neuron AES encryption plus attribute-based key management so a locally deployed LLM can be selectively decrypted to allow only authorized tasks and prune unauthorized capabilities.
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SECNEURON: Reliable and Flexible Abuse Control in Local LLMs via Hybrid Neuron Encryption
SECNEURON uses per-neuron AES encryption plus attribute-based key management so a locally deployed LLM can be selectively decrypted to allow only authorized tasks and prune unauthorized capabilities.