Recently, I tried several graph databases and visualization tools on large-scale graphs such as Neo4j, Graph-Tool etc.. In the blog, I will introduce some basic knowledge of them. At the same time...

Recently, I need to reinstall the Ubuntu on Dell XPS 6 series. Here is the recording. I follow the tutorial to install the ubuntu without deleting other data. By the method, the data that are not ...

Recently, the accepted papers from CCS2021’ is published here. I will summarize the related papers in the blog on machine learning. The details from website are here. Three Lectures: Pseudo-Ra...

In the blog, I will summary some tricks I learned and hope it will be helpful for others. Tensorflow 1. Removes the warnings on Tensorflow v1 I find two solutions while the first one remove all ...

The blog summarizes the machine learning related papers on the USENIX Security 21’ at first. Then I would like to choose several papers to introduce their main ideas. All the videos, slides are pub...

INSTALLATION Elastic tutorial How to install Elasticsearch on Ubuntu? From the official website: the default port of elasticsearch is 9200. wget https://artifacts.elastic.co/downloads/elastics...

在这篇博客中，我打算整理《阿里云天池大赛赛题解析——机器学习篇》的相关理论，以及书中介绍的数据分析相关的小技巧。这本书涵盖了4道题：工业蒸汽量预测、天猫用户重复购买预测、O2O优惠券预测以及阿里云安全恶意程序检测。接下来我将逐一分析。 1. 工业蒸汽量预测 目标：这道题试图通过锅炉传感器采集的数据来预测产生的蒸汽量。 1.1 数据探索 1.1.1 变量分析 单变量分...

In this blog, I list some ML-related papers on NDSS and Oakland 2021. I remove some papers that maybe too far away from my research interests. NDSS 2021 5C Machine Learning ...

Recently, we take part in a competition about the white-box adversarial attacks on ML defense Models which is organized by Tsinghua University and UIUC. Basically, the organizer provides 15 defense...

Recently, CCS2020 has finished. In the blog, I would like to talk about the papers concentrating on Attacking and Defending ML Systems in the conference. I will summarize four papers in the followi...