Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models.
Jack W. StokesDe WangMady MarinescuMarc MarinoBrian BussonePublished in: CoRR (2017)
Keyphrases
- classification models
- dynamic analysis
- anti virus
- static analysis
- reverse engineering
- defense mechanisms
- ddos attacks
- decision trees
- feature selection
- training data
- software quality classification
- model checking
- neural network
- malicious behavior
- detecting malicious
- network security
- intrusion detection
- malicious code
- software engineering
- models built
- source code
- feature set
- feature ranking
- image features
- attribute selection
- evolutionary algorithm
- data mining