TwinShield securely outsources attention multiplication and softmax computation in Transformer inference from trusted CPU TEEs to untrusted GPUs, achieving 4.0x to 6.1x speedups.
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Securing Transformer-based AI Execution via Unified TEEs and Crypto-protected Accelerators
TwinShield securely outsources attention multiplication and softmax computation in Transformer inference from trusted CPU TEEs to untrusted GPUs, achieving 4.0x to 6.1x speedups.