Machine Learning Techniques for Anomaly-Based Detection System on CSE-CIC-IDS2018 Dataset.
Abdussalam ElhanashiKaouther GasmiAndrea BegniPierpaolo DiniQinghe ZhengSergio SaponaraPublished in: ApplePies (2022)
Keyphrases
- anomaly detection
- intrusion detection
- intrusion detection system
- automatic detection
- machine learning
- normal behavior
- detection algorithm
- benchmark datasets
- false alarms
- object detection
- detection method
- anomalous behavior
- detecting anomalies
- detection accuracy
- website
- change detection
- false positives
- machine learning algorithms
- object recognition
- object detectors
- detection scheme
- genetic algorithm
- real world
- detect anomalies
- real time