ITect: Scalable Information Theoretic Similarity for Malware Detection.
Sukriti BhattacharyaHéctor D. MenéndezEarl T. BarrDavid ClarkPublished in: CoRR (2016)
Keyphrases
- information theoretic
- malware detection
- mutual information
- information theory
- jensen shannon divergence
- malicious executables
- similarity measure
- theoretic framework
- anomaly detection
- multi modality
- application programming interface
- information theoretic measures
- information bottleneck
- kullback leibler divergence
- entropy measure
- kl divergence
- log likelihood
- minimum description length
- distributional clustering
- data mining
- euclidean distance
- distance function
- computer vision