Dynamic multi-scale topological representation for enhancing network intrusion detection
M Zhong, M Lin, Z He - Computers & Security, 2023 - Elsevier
Network intrusion detection systems (NIDS) play a crucial role in maintaining network
security. However, current NIDS techniques tend to neglect the topological structures of …
security. However, current NIDS techniques tend to neglect the topological structures of …
A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques
This paper presents a selective review of statistical computation methods for massive data
analysis. A huge amount of statistical methods for massive data computation have been …
analysis. A huge amount of statistical methods for massive data computation have been …
Sequential one-step estimator by sub-sampling for customer churn analysis with massive data sets
Customer churn is one of the most important concerns for large companies. Currently,
massive data are often encountered in customer churn analysis, which bring new …
massive data are often encountered in customer churn analysis, which bring new …
CluBear: a subsampling package for interactive statistical analysis with massive data on a single machine
This article introduces CluBear, a Python-based open-source package for interactive
massive data analysis. The key feature of CluBear is that it enables users to conduct …
massive data analysis. The key feature of CluBear is that it enables users to conduct …
Internet of Things Massive Data Analysis System Based on Association Rules Algorithm
C He - 2024 7th International Conference on Advanced …, 2024 - ieeexplore.ieee.org
With the vigorous development of the social economy and the continuous improvement of
the level of science and technology, people's requirements for the quality of life are …
the level of science and technology, people's requirements for the quality of life are …