Log-Based Malicious Activity Detection Using Machine and Deep Learning

Tarnowska, Katarzyna A.; Patel, Araav

doi:10.1007/978-3-030-62582-5_23

Search citation statements

Order By: Relevance

Paper Sections

Select...

Current Developments In Audit Technology1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2022

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

(1 citation statement)

References 33 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Applying data mining techniques to log analysis of user behavior is theoretically feasible and technically possible [24]. The difficulty lies in finding an efficient data mining algorithm that takes up less memory and extracts frequent behavior patterns that reflect the characteristics of user behavior in a large volume environment based on the characteristics of user log behavior records [25].…”

Section: Current Developments In Audit Technologymentioning

confidence: 99%

Design of a Network Security Audit System Based on Log Data Mining

Xing

2022

Wireless Communications and Mobile Computing

View full text Add to dashboard Cite

The purpose of network security auditing is to safeguard network and information security through the assessment of network security vulnerabilities. Data mining is mainly used to mine potential information from massive amounts of log data, which can provide both accurate and valuable auxiliary data for network security auditing and relevant information for monitoring and management of terminals in different network environments. Firstly, the theory of data mining technology is explained, secondly, some data mining algorithms applied to network security audit are discussed, and finally, the design difficulties and functions of the network security audit system based on data mining are studied, aiming to provide reference for securing network and identifying hidden risks.

show abstract

Section: Current Developments In Audit Technologymentioning

confidence: 99%

Design of a Network Security Audit System Based on Log Data Mining

Xing

2022

Wireless Communications and Mobile Computing

View full text Add to dashboard Cite

show abstract

Log-Based Malicious Activity Detection Using Machine and Deep Learning

Cited by 1 publication

References 33 publications

Design of a Network Security Audit System Based on Log Data Mining

Design of a Network Security Audit System Based on Log Data Mining

Contact Info

Product

Resources

About