Mouse Dynamics -- Measurements on the Balabit Data Set

• The Balabit data set
• Main results
• Training and test sessions (PNG)
• Training and test files (CSV)
• Software
• Publication

The Balabit data set: LINK

Balabit benchmark test sessions (816 public sessions)

Balabit training sessions

Download session images (PNG)

• Training part Training part
• Test part Test part

Training sessions

Test sessions

• Balabit training features
• Balabit test features

• Feature extraction (Python) Download
• Two-class (binary) classification evaluations (Java + Weka)
  • Download ALL actions
  • Download MM_PC_DD actions

• Ingrid FADELLI, Tech Xplore: An evaluation of mouse dynamics for intrusion detection
• Margit ANTAL, Elod EGYED-ZSIGMOND (2019), Intrusion detection using mouse dynamics, IET Biometrics, 8(5), September 2019, p. 285-294. DOI: 10.1049/iet-bmt.2018.5126, IET Digital Library, IF: 1.836. [Link]