Errors in the CICIDS2017 Dataset and the Significant Differences in Detection Performances It Makes.
Maxime LanvinPierre-François GimenezYufei HanFrédéric MajorczykLudovic MéEric TotelPublished in: CRiSIS (2022)
Keyphrases
- automatic detection
- detection method
- false positives
- benchmark datasets
- object detection
- detection algorithm
- real life
- error detection
- false negative
- detection accuracy
- detection rate
- statistically significant
- intrusion detection
- event detection
- anomaly detection
- case study
- partial occlusion
- error correction
- significantly higher
- search engine
- data sets
- detection scheme
- real time