Data Quality for Security Challenges: Case Studies of Phishing, Malware and Intrusion Detection Datasets.
Rakesh M. VermaVictor ZengHoutan FaridiPublished in: CCS (2019)
Keyphrases
- intrusion detection
- data quality
- case study
- network security
- intrusion detection system
- information security
- anomaly detection
- fraud detection
- computer security
- network traffic
- network intrusion detection
- class noise
- security vulnerabilities
- real world
- data warehouse
- cyber security
- countermeasures
- data privacy
- information loss
- detecting anomalous
- data mining techniques
- alert correlation
- intrusion detection and prevention
- security issues
- cyber attacks
- data mining
- data sets
- intrusion prevention
- active learning
- databases
- database