FALCON: A Fourier Transform Based Approach for Fast and Secure
Convolutional Neural Network Predictions

FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions

20 November 2018

David S. L. Wei

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Papers citing "FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions"

11 / 11 papers shown

Title
Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions Abdulrahman Diaa L. Fenaux Thomas Humphries Marian Dietz Faezeh Ebrahimianghazani ... Nils Lukas Rasoul Akhavan Mahdavi Simon Oya Ehsan Amjadian Florian Kerschbaum PICV 37 6 0 14 Jun 2023
Securing Neural Networks with Knapsack Optimization Yakir Gorski Amir Jevnisek S. Avidan AAML 45 0 0 20 Apr 2023
Deep Fourier Up-Sampling Man Zhou Huikang Yu Jie Huang Fengmei Zhao Liang Feng Chen Change Loy Deyu Meng Chongyi Li OOD 79 56 0 11 Oct 2022
Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers Nurullah Sevim Ege Ozan Özyedek Furkan Şahinuç Aykut Koç 85 12 0 26 Sep 2022
Joint Linear and Nonlinear Computation across Functions for Efficient Privacy-Preserving Neural Network Inference Qiao Zhang Tao Xiang Chunsheng Xin Biwen Chen Hongyi Wu 111 1 0 04 Sep 2022
Learning Convolutional Neural Networks in the Frequency Domain H. Pan Yixin Chen Xin-Yi Niu Wenbo Zhou Dongsheng Li OOD 33 9 0 14 Apr 2022
Regional-Local Adversarially Learned One-Class Classifier Anomalous Sound Detection in Global Long-Term Space Yuyang Sha J. Faber S. Gou Bonnie M. Liu Wei Li ... T. Steckenreiter D. Vnucec Nadine Wetzstein A. Widl Kai Zhou AAML 60 6 0 26 Feb 2022
Global Filter Networks for Image Classification Yongming Rao Wenliang Zhao Zheng Zhu Jiwen Lu Jie Zhou ViT 79 475 0 01 Jul 2021
QFCNN: Quantum Fourier Convolutional Neural Network Feihong Shen Jun Liu 78 6 0 19 Jun 2021
GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks Qiao Zhang Chunsheng Xin Hongyi Wu 76 49 0 05 May 2021
Reducing ReLU Count for Privacy-Preserving CNN Speedup Inbar Helbitz S. Avidan 43 4 0 28 Jan 2021