Srinivas Devadas
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2ML×1AI×1Architecture×1NLP×1Algorithms×1Prog. Lang.×1
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Research Timeline
2026
Enabling AI ASICs for Zero Knowledge Proof
The paper introduces MORPH, a framework that reformulates Zero-Knowledge Proof (ZKP) computations to efficiently utilize AI ASICs like TPUs, achieving up to 10x higher throughput on NTT.
PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization
The paper introduces PACZero, a novel PAC-private fine-tuning mechanism that achieves usable utility for large language models while providing strong resistance against membership-inference attacks.
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Papers
cs.LGcs.AIcs.CRRecentMay 7, 2026
PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization
The paper introduces PACZero, a novel PAC-private fine-tuning mechanism that achieves usable utility for large language models while providing strong resistance against membership-inference attacks.
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cs.ARcs.CLcs.CRRecentApr 20, 2026