For ABY Note: Sharing Conversions
Published:
关于论文ABY的阅读笔记。The Conversion Method between Arithmetic, Binary and Yao Sharing –算术共享、布尔共享和混淆电路共享的相互转换
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ABY
ABY3
For ABY Note: Sharing Conversions
Published:
关于论文ABY的阅读笔记。The Conversion Method between Arithmetic, Binary and Yao Sharing –算术共享、布尔共享和混淆电路共享的相互转换
ABY3 定点数乘法
Published:
定点数乘法计算
ABY3 Research Notes
Published:
安全三方计算的机器学习框架
Algorithm
Some Basic Algorithm on PPML
Published:
本次note讨论几个机器学习隐私保护预计算的几个算法
Bit Extraction
About BLAZE Reading Note(2)
Published:
三方安全计算的机器学习方案位提取协议。
Classifiers
Some Classifiers with MPC
Published:
安全多方计算下机器学习分类器的讨论
Decision Tree
使用阈值完全同型加密的多客户私人决策树分类
Published:
使用阈值完全同型加密的多客户私人决策树分类
A Review on Private Decision Tree
Published:
通过同态加密和转码进行高效的私有决策树评估
Decision Tree Evaluation
关于两方安全计算的决策树分类这件事
Published:
关于两方安全计算的决策树分类这件事
安全高效地外包决策树推理
Published:
安全高效地外包决策树推理
纵向决策树的高效两方密码框架
Published:
纵向决策树的高效两方密码框架
非交互式私人决策树评估
Published:
非交互式私人决策树评估
Deep Learning
通过函数秘密共享实现低交互隐私保护深度学习
Published:
函数秘密共享实现低交互隐私保护深度学习
Differential Privacy
安全的差分私有随机梯度下降
Published:
安全的差分私有随机梯度下降
Falcon
Reading Falcon Note 2
Published:
处理求数据池中最大值和批量正则化
Reading Falcon Note 1
Published:
诚实方占多数的恶意安全模型下Secure Deep Learning框架
Fixed-point Multiplication
ABY3 定点数乘法
Published:
定点数乘法计算
Function Secret Sharing
通过函数秘密共享实现低交互隐私保护深度学习
Published:
函数秘密共享实现低交互隐私保护深度学习
关于两方安全计算的决策树分类这件事
Published:
关于两方安全计算的决策树分类这件事
Garbled Circuit
Some Basic Protocol on BLAZE
Published:
关于安全三方计算中的一些基本协议
About BLAZE Reading Note(2)
Published:
三方安全计算的机器学习方案位提取协议。
About BLAZE Reading Note
Published:
BLAZE，三方安全计算的机器学习方案。
Pick up Lost Property on Secure 3-party Computation(2)
Published:
安全三方计算
Pick up Lost Property on Secure 3-party Computation(1)
Published:
安全三方计算
HE
安全高效地外包决策树推理
Published:
安全高效地外包决策树推理
纵向决策树的高效两方密码框架
Published:
纵向决策树的高效两方密码框架
非交互式私人决策树评估
Published:
非交互式私人决策树评估
使用阈值完全同型加密的多客户私人决策树分类
Published:
使用阈值完全同型加密的多客户私人决策树分类
Homomorphic Encryption
A Review on Private Decision Tree
Published:
通过同态加密和转码进行高效的私有决策树评估
SortingHat私有决策树评估
Published:
私有决策树评估方案
Privacy Computing Technology Based on Homomorphic Encryption
Published:
基于同态加密的隐私计算
K-means Clustering
Practical Privacy-Preserving K-means Clustering
Published:
关于K-means分类器的隐私保护
Logistic Regression
A High Performance Privacy Preserving Logistic Regression
Published:
一个存在可信第三方的两方联合训练逻辑回归隐私保护模型
MPC
非交互式私人决策树评估
Published:
非交互式私人决策树评估
使用阈值完全同型加密的多客户私人决策树分类
Published:
使用阈值完全同型加密的多客户私人决策树分类
使用亚线性预处理的安全多方计算
Published:
A High Performance Privacy Preserving Logistic Regression
Published:
一个存在可信第三方的两方联合训练逻辑回归隐私保护模型
Some Classifiers with MPC
Published:
安全多方计算下机器学习分类器的讨论
Some Basic Protocol on BLAZE
Published:
关于安全三方计算中的一些基本协议
About BLAZE Reading Note(2)
Published:
三方安全计算的机器学习方案位提取协议。
About BLAZE Reading Note
Published:
BLAZE，三方安全计算的机器学习方案。
Pick up Lost Property on Secure 3-party Computation(2)
Published:
安全三方计算
Pick up Lost Property on Secure 3-party Computation(1)
Published:
安全三方计算
Reading Falcon Note 2
Published:
处理求数据池中最大值和批量正则化
Reading Falcon Note 1
Published:
诚实方占多数的恶意安全模型下Secure Deep Learning框架
Machine Learning
安全的差分私有随机梯度下降
Published:
安全的差分私有随机梯度下降
A Review about Privacy-preserving Machine Learning
Published:
A basic protocol reference about privacy preserving machine learning.
Practical Privacy-Preserving K-means Clustering
Published:
关于K-means分类器的隐私保护
Some Basic Algorithm on PPML
Published:
本次note讨论几个机器学习隐私保护预计算的几个算法
A High Performance Privacy Preserving Logistic Regression
Published:
一个存在可信第三方的两方联合训练逻辑回归隐私保护模型
Some Classifiers with MPC
Published:
安全多方计算下机器学习分类器的讨论
Some Basic Protocol on BLAZE
Published:
关于安全三方计算中的一些基本协议
ABY3 Research Notes
Published:
安全三方计算的机器学习框架
Neural Network
SortingHat私有决策树评估
Published:
私有决策树评估方案
Oblivious Transfer
About BLAZE Reading Note
Published:
BLAZE，三方安全计算的机器学习方案。
Outsourcing
安全高效地外包决策树推理
Published:
安全高效地外包决策树推理
Privacy Computing Technology
A Review on Private Decision Tree
Published:
通过同态加密和转码进行高效的私有决策树评估
SortingHat私有决策树评估
Published:
私有决策树评估方案
A Review about Privacy-preserving Machine Learning
Published:
A basic protocol reference about privacy preserving machine learning.
Privacy Computing Technology Based on Homomorphic Encryption
Published:
基于同态加密的隐私计算
Privacy Preserving
Practical Privacy-Preserving K-means Clustering
Published:
关于K-means分类器的隐私保护
Some Basic Algorithm on PPML
Published:
本次note讨论几个机器学习隐私保护预计算的几个算法
STPC
纵向决策树的高效两方密码框架
Published:
纵向决策树的高效两方密码框架
Secret Sharing
Pick up Lost Property on Secure 3-party Computation(2)
Published:
安全三方计算
Pick up Lost Property on Secure 3-party Computation(1)
Published:
安全三方计算
Secure Comparison
Reading Falcon Note 2
Published:
处理求数据池中最大值和批量正则化
Reading Falcon Note 1
Published:
诚实方占多数的恶意安全模型下Secure Deep Learning框架
Secure Multi-parity Computation
Privacy Computing Technology Based on Homomorphic Encryption
Published:
基于同态加密的隐私计算
Secure Multiply Computation
ABY3 Research Notes
Published:
安全三方计算的机器学习框架
Secure Mutil-party Computation
安全的差分私有随机梯度下降
Published:
安全的差分私有随机梯度下降
Secure Three-party Computation
Pick up Lost Property on Secure 3-party Computation(2)
Published:
安全三方计算
Pick up Lost Property on Secure 3-party Computation(1)
Published:
安全三方计算
Secure Two-party Computation
通过函数秘密共享实现低交互隐私保护深度学习
Published:
函数秘密共享实现低交互隐私保护深度学习
关于两方安全计算的决策树分类这件事
Published:
关于两方安全计算的决策树分类这件事
Sharing Conversions
For ABY Note: Sharing Conversions
Published:
关于论文ABY的阅读笔记。The Conversion Method between Arithmetic, Binary and Yao Sharing –算术共享、布尔共享和混淆电路共享的相互转换