N-grams-based File Signatures for Malware Detection.
Igor SantosYoseba K. PenyaJaime DevesaPablo García BringasPublished in: ICEIS (2) (2009)
Keyphrases
- n gram
- malware detection
- anti virus
- language model
- malicious executables
- anomaly detection
- language independent
- text classification
- bag of words
- variable length
- language modelling
- application programming interface
- part of speech
- web documents
- operating system
- api calls
- inside outside algorithm
- third party
- databases
- document collections
- bayesian networks
- machine learning