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Posts
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
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
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
使用亚线性预处理的安全多方计算
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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
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A basic protocol reference about privacy preserving machine learning.
Privacy Computing Technology Based on Homomorphic Encryption
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基于同态加密的隐私计算
Practical Privacy-Preserving K-means Clustering
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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
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
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
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
RSA Encryption Scheme Talking
Published:
teaching
Computer Foundations and Artificial Intelligence I
Undergraduate course, Guangdong University of Petrochemical Technology, Computer Department, 2024
Computer science is the study of computation, information, and the ways we can apply computational thinking to solve problems.
Computer Foundations and Artificial Intelligence II
Undergraduate course, Guangdong University of Petrochemical Technology, Computer Department, 2024
Python is a high-level, general-purpose programming language. Its design philosophy emphasizes code readability with the use of significant indentation. Python book is very suitable for computer novices to learn.
Software Engineering
Undergraduate course, Guangdong University of Petrochemical Technology, Computer Department, 2024
Software engineering is a branch of engineering focused on the design, development, maintenance, and management of software systems. It combines principles from computer science, engineering, and project management to create reliable, efficient, and scalable software applications. The reference materials are as follows.
Principles of Object-Oriented Programming and Practical Java
Undergraduate course, Guangdong University of Petrochemical Technology, Computer Department, 2024
In an academic context, “Principles of Object-Oriented Programming and Practical Java” can be defined as follows: “Principles of Object-Oriented Programming” refers to the foundational concepts and methodologies in object-oriented programming (OOP) such as encapsulation, inheritance, polymorphism, and abstraction. These principles are fundamental to designing and implementing software systems where objects are used as the primary building blocks. “Practical Java” denotes the application and implementation of these object-oriented principles using the Java programming language. It involves not only understanding Java syntax and features but also applying best practices in software design and development to solve real-world problems effectively. Two reference books for learning Java, I and II.