Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets.
Muhammad ZeeshanQaiser RiazMuhammad Ahmad BilalMuhammad K. ShahzadHajira JabeenSyed Ali HaiderAzizur RahimPublished in: IEEE Access (2022)
Keyphrases
- ddos attacks
- intrusion detection
- application layer
- data sets
- denial of service attacks
- ip address
- intrusion detection system
- anomaly detection
- dos attacks
- ip addresses
- network intrusion detection
- network traffic
- network security
- information security
- network attacks
- data mining
- cyber security
- decision trees
- detecting anomalous
- naive bayes
- training data
- lightweight
- alert correlation
- network intrusions
- unsupervised learning
- information systems
- computer networks
- data analysis
- real world