Towards a scalable intrusion detection system based on parallel PSO clustering using mapreduce.
Ibrahim AljarahSimone A. LudwigPublished in: GECCO (Companion) (2013)
Keyphrases
- intrusion detection system
- intrusion detection
- anomaly detection
- network traffic
- distributed intrusion detection
- computer networks
- network security
- clustering algorithm
- network intrusion detection
- map reduce
- parallel processing
- data partitioning
- particle swarm optimization
- k means
- unsupervised learning
- attack detection
- parallel computing
- parallel programming
- data sets
- network intrusion detection systems
- cyber security
- network attacks
- network traffic data
- data mining techniques
- particle swarm optimization pso
- shared memory
- computer systems
- access control
- information systems
- data mining
- information security
- traffic data
- data points
- feature selection
- misuse detection