"Why do so?" - A Practical Perspective on Machine Learning Security.
Kathrin GrosseLukas BieringerTarek Richard BesoldBattista BiggioKatharina KrombholzPublished in: CoRR (2022)
Keyphrases
- machine learning
- information security
- intrusion detection
- access control
- information extraction
- machine learning methods
- machine learning algorithms
- security issues
- statistical databases
- text classification
- pattern recognition
- computer security
- security threats
- theoretical underpinnings
- real world
- network security
- inductive learning
- learning tasks
- data security
- semi supervised learning
- model selection
- learning systems
- supervised learning
- viewpoint
- computer vision
- decision trees
- information assurance
- database
- security measures
- learning algorithm
- security mechanisms
- encryption scheme
- data analysis
- security policies
- practical application
- knowledge acquisition