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Model Extraction Attacks Revisited

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Jiacheng Liang, Ren Pang, Changjiang Li, Ting Wang

PASS: Patch Automatic Skip Scheme for Efficient Real-time Video Perception on Edge Devices

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Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Zhenda XU, Jingren Zhou

OmniLytics: A Blockchain-based Secure Data Market for Decentralized Machine Learning

We propose OmniLytics, a blockchain-based secure data trading marketplace for machine learning applications.

Jiacheng Liang, Songze Li, Wensi Jiang, Bochuan Cao, Chaoyang He

OmniLytics: A Blockchain-based Secure Data Market for Decentralized Machine Learning

Revisiting Frequency Analysis against Encrypted Deduplication via Statistical Distribution

We proposed the distribution-based attack on deduplication system

Jingwei Li, Guoli Wei, Jiacheng Liang, Yanjing Ren, Patrick P. C. Lee, Xiaosong Zhang