Using Approximation of Standard Deviation and Variance in Flow Features for Efficient Intrusion Detection.
Dora PuseljLovro KaticDominik OstroskiIvona BrajdicKarlo SlovenecPublished in: ConTEL (2021)
Keyphrases
- standard deviation
- intrusion detection
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- correlation coefficient
- normal distribution
- network traffic
- artificial immune
- impulse response
- high detection rate
- feature extraction
- data mining
- feature vectors
- intrusion prevention
- data mining techniques
- feature set
- network intrusions
- network intrusion detection systems
- detecting anomalous
- network attacks
- network intrusion
- data sets
- false positives and false negatives
- alert correlation
- information security
- information retrieval
- training data
- cyber security
- computer security
- lightweight