"Why do so?" - A Practical Perspective on Machine Learning Security.

Kathrin Grosse Lukas Bieringer Tarek Richard Besold Battista Biggio Katharina Krombholz

Published 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