BotGM: Unsupervised graph mining to detect botnets in traffic flows.
Sofiane LagraaJérôme FrançoisAbdelkader LahmadiMarine MinerChristian A. HammerschmidtRadu StatePublished in: CSNet (2017)
Keyphrases
- graph mining
- traffic flows
- traffic management
- pattern mining
- road traffic
- traffic flow
- travel time
- link prediction
- connected components
- link analysis
- graph data
- pattern discovery
- traffic engineering
- graph databases
- supervised learning
- semi supervised
- community detection
- transportation networks
- control strategies
- traffic patterns
- reinforcement learning
- social network analysis
- shortest path
- unsupervised learning
- random walk
- markov chain
- traffic light