Evaluating MCC for Low-Frequency Cyberattack Detection
Published:Dec 22, 2025 09:39
•1 min read
•ArXiv
Analysis
The article's focus on Matthews Correlation Coefficient (MCC) in imbalanced intrusion detection is a relevant area of research, as such datasets are common. Analyzing the effectiveness of MCC for detecting low-frequency cyberattacks provides valuable insights for cybersecurity professionals.
Key Takeaways
- •Focuses on a practical problem: low-frequency cyberattack detection.
- •Uses MCC, a relevant metric for imbalanced datasets.
- •Addresses the need for effective intrusion detection in cybersecurity.
Reference
“The study focuses on using MCC for detecting low-frequency cyberattacks in imbalanced intrusion detection data.”