Privacy
【五期李伟平】CCF-A（S&P'20）The Value of Collaboration in Convex Machine Learning with Differential Privacy
Nan W., et al. “The Value of Collaboration in Convex Machine Learning with Differential Privacy.” 2020 IEEE Symposium on Security and Privacy. 304-317 ......
Proj. Unknown: Deciding Differential Privacy of Online Algorithms with Multiple Variables
Paper https://arxiv.org/abs/2309.06615 Abstract 背景： 自动机A被称作查分隐私自动机：当对某些D，对任何隐私预算ε>0,该自动机是Dε-differentially private( A DiP automaton is a parametric au ......
blockchain | ethernaut 12 Privacy
# blockchain | ethernaut 12 Privacy 这关考察private变量读取和转换。 合约： ```solidity // SPDX-License-Identifier: MIT pragma solidity ^0.8.0; contract Privacy { boo ......
“Switch Cube”Privacy Policy
The privacy policy respects and protects the personal privacy of all users who use the privacy policy network services. In order to provide you with m ......
《DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-based Incentive》论文笔记
本文的研究背景： 在各种机器学习任务中，深度学习可以实现比传统机器学习算法更高的精度。最近，保护隐私的深度学习引起了信息安全界的极大关注，其中训练数据和训练模型都不会被暴露。联合学习是一种流行的学习机制，其中多方将局部梯度上传到服务器，服务器使用收集的梯度更新模型参数。然而，在联合学习中存在许多被忽 ......
[VLDBJ 2022]Privacy and efficiency guaranteed social subgraph matching
# Privacy and efficiency guaranteed social subgraph matching ## 动机 目标是在不影响查询处理的同时保护隐私 ## 其中的子图匹配算法PGP  App Privacy Policy
"Welcome to the use of SpeedCreate (速搞) software services (hereinafter referred to as "this Software"). To ensure your rights and for better use of th ......
《Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories》论文笔记
论文十问：Q1 论文试图解决什么问题？ 空间轨迹数据会泄漏个人隐私。因此，为了保护用户的隐私和保护效用，本文提出了一种基于效率的随机化模型。 Q2 这是否是一个新的问题？ Q3 这篇文章要验证一个什么科学假设？ Q4 有哪些相关研究？如何归类？谁是这一课题在领域内值得关注的研究员？ Q5 论文中提到 ......
NIST SP 800-37 Risk Management Framework for Information Systems and Organizations A System Life Cycle Approach for Security and Privacy
NIST SP 800-37 Risk Management Framework for Information Systems and Organizations A System Life Cycle Approach for Security and Privacy It structured ......
PGP (Pretty Good Privacy) 或 GnuPG (GNU Privacy Guard)
使用 PGP (Pretty Good Privacy) 或 GnuPG (GNU Privacy Guard) 为文件生成密钥验证，通常需要 3 个步骤：首先创建一对 PGP 密钥（公钥和私钥），其次为文件生成签名，最后验证文件签名。 1. 创建 PGP 密钥对（公钥和私钥）： 如果您尚未拥有 P ......
【五期邹昱夫】CCF-A（NeurIPS'19）Inverting gradients-how easy is it to break privacy in federated learning?
"Geiping J, Bauermeister H, Dröge H, et al. Inverting gradients-how easy is it to break privacy in federated learning?[J]. Advances in Neural Informat ......
19 An efficient and privacy-preserving aggregation scheme for secure smart grid communications
  ![](https://img2023.cnblogs.com/blog/1954056/202304/195405... ......