[Privacy Enhancing Computing] LOHEN: Layer-wise Optimizations for Neural Network Inferences over Encrypted Data with high Performance or Accuracy, USENIX Security 2025

LOHEN: Layer-wise Optimizations for Neural Network Inferences over Encrypted Data with high Performance or Accuracy

Kevin Nam, Youyeon Joo, Dongju Lee, Seungjin Ha, Hyunyoung Oh, Hyungon Moon*, and Yunheung Paek*

USENIX Security ‘25

* : Co-corresponding authors


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International Papers

HW Security KI-Mon: A Hardware-assisted Event-triggered Monitoring Platform for Mutable Kernel Object. , 22nd USENIX Security Symposium, Aug 2013 (Acceptance rate: 15.9%)
HW Security Vigilare : Toward Snoop-based Kernel Integrity Monitor, 19th ACM conference on computer and communications security, Oct 2012 (Acceptance rate: 18.9%)