Vulnerability Extrapolation: Assisted Discovery of Vulnerabilities Using Machine Learning.
Fabian YamaguchiFelix "FX" LindnerKonrad RieckPublished in: WOOT (2011)
Keyphrases
- machine learning
- knowledge discovery
- security vulnerabilities
- attack graphs
- buffer overflow
- data mining
- pattern recognition
- security risks
- machine learning methods
- computer vision
- information extraction
- machine learning approaches
- artificial intelligence
- computer science
- computational intelligence
- learning algorithm
- attack graph
- denial of service
- supervised machine learning
- active learning
- knowledge representation
- computational biology
- inductive learning
- data analysis
- dos attacks
- discovery process
- explanation based learning
- learning systems
- knowledge acquisition
- natural language processing
- information security
- learning problems
- scientific discovery
- transfer learning
- machine learning algorithms
- computer systems
- web services