Survey of approaches and features for the identification of HTTP-based botnet traffic.
Dilara AcaraliMuttukrishnan RajarajanNikos KomninosIan HerwonoPublished in: J. Netw. Comput. Appl. (2016)
Keyphrases
- feature extraction
- feature representations
- machine learning approaches
- network traffic
- feature vectors
- ddos attacks
- low level
- data mining
- extracted features
- false positives
- feature space
- website
- real time
- prior knowledge
- image features
- open source
- feature set
- data collection
- classification method
- object recognition
- training data
- traffic data
- web pages