Simpler Is Better: On the Use of Autoencoders for Intrusion Detection.
Marta CatilloAntonio PecchiaUmberto VillanoPublished in: QUATIC (2022)
Keyphrases
- intrusion detection
- intrusion detection system
- anomaly detection
- network traffic
- denoising
- artificial immune
- network intrusion detection
- information security
- high detection rate
- network security
- network intrusion
- computer security
- data mining
- false positives and false negatives
- cyber security
- alert correlation
- detecting anomalous
- data mining techniques
- machine learning
- image processing
- network attacks
- network traffic data
- data sets
- network intrusion detection systems
- network intrusions