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XONN: XNOR-based Oblivious Deep Neural Network Inference
v1v2 (latest)

XONN: XNOR-based Oblivious Deep Neural Network Inference

19 February 2019
M. Riazi
Mohammad Samragh
Hao Chen
Kim Laine
Kristin E. Lauter
F. Koushanfar
    FedMLGNNBDL
ArXiv (abs)PDFHTML

Papers citing "XONN: XNOR-based Oblivious Deep Neural Network Inference"

11 / 111 papers shown
NASS: Optimizing Secure Inference via Neural Architecture Search
NASS: Optimizing Secure Inference via Neural Architecture SearchEuropean Conference on Artificial Intelligence (ECAI), 2020
S. Bian
Weiwen Jiang
Qing Lu
Yiyu Shi
Takashi Sato
256
26
0
30 Jan 2020
Crypto-Oriented Neural Architecture Design
Crypto-Oriented Neural Architecture DesignIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Avital Shafran
Gil Segev
Shmuel Peleg
Yedid Hoshen
171
8
0
27 Nov 2019
Survey of Attacks and Defenses on Edge-Deployed Neural Networks
Survey of Attacks and Defenses on Edge-Deployed Neural NetworksIEEE Conference on High Performance Extreme Computing (HPEC), 2019
Mihailo Isakov
V. Gadepally
K. Gettings
Michel A. Kinsy
AAML
130
32
0
27 Nov 2019
CHEETAH: An Ultra-Fast, Approximation-Free, and Privacy-Preserved Neural
  Network Framework based on Joint Obscure Linear and Nonlinear Computations
CHEETAH: An Ultra-Fast, Approximation-Free, and Privacy-Preserved Neural Network Framework based on Joint Obscure Linear and Nonlinear Computations
Qiao Zhang
Cong Wang
Chunsheng Xin
Hongyi Wu
128
4
0
12 Nov 2019
Secure Evaluation of Quantized Neural Networks
Secure Evaluation of Quantized Neural NetworksIACR Cryptology ePrint Archive (IACR ePrint), 2019
Anders Dalskov
Daniel E. Escudero
Marcel Keller
332
152
0
28 Oct 2019
CrypTFlow: Secure TensorFlow Inference
CrypTFlow: Secure TensorFlow InferenceIEEE Symposium on Security and Privacy (IEEE S&P), 2019
Nishant Kumar
Mayank Rathee
Nishanth Chandran
Divya Gupta
Aseem Rastogi
Rahul Sharma
304
264
0
16 Sep 2019
nGraph-HE2: A High-Throughput Framework for Neural Network Inference on
  Encrypted Data
nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted DataIACR Cryptology ePrint Archive (IACR ePrint), 2019
Fabian Boemer
Anamaria Costache
Rosario Cammarota
Casimir Wierzynski
GNN
293
188
0
12 Aug 2019
QUOTIENT: Two-Party Secure Neural Network Training and Prediction
QUOTIENT: Two-Party Secure Neural Network Training and PredictionConference on Computer and Communications Security (CCS), 2019
Nitin Agrawal
Ali Shahin Shamsabadi
Matt J. Kusner
Adria Gascon
203
232
0
08 Jul 2019
Shredder: Learning Noise Distributions to Protect Inference Privacy
Shredder: Learning Noise Distributions to Protect Inference Privacy
Fatemehsadat Mireshghallah
Mohammadkazem Taram
Prakash Ramrakhyani
Dean Tullsen
H. Esmaeilzadeh
230
12
0
26 May 2019
ARM2GC: Succinct Garbled Processor for Secure Computation
ARM2GC: Succinct Garbled Processor for Secure Computation
Ebrahim M. Songhori
M. Riazi
S. Hussain
A. Sadeghi
F. Koushanfar
83
18
0
08 Feb 2019
Stealing Neural Networks via Timing Side Channels
Stealing Neural Networks via Timing Side Channels
Vasisht Duddu
D. Samanta
D. V. Rao
V. Balas
AAMLMLAUFedML
288
147
0
31 Dec 2018
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