Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees.
Ehsan NowrooziNada JadallaSamaneh GhelichkhaniAlireza JolfaeiPublished in: CoRR (2024)
Keyphrases
- malicious users
- malicious attacks
- detect malicious
- detecting malicious
- tree ensembles
- malicious behavior
- insider attacks
- malicious code
- web pages
- malicious activities
- website
- decision trees
- countermeasures
- malicious traffic
- insider threat
- multi label
- random forests
- randomized trees
- object detection
- random forest
- decision tree ensembles
- normal traffic
- ensemble methods
- tree structure
- weak classifiers
- neural network
- network traffic
- classifier ensemble
- feature selection
- ensemble learning
- semi fragile watermarking
- security protocols
- identity theft
- weighted voting
- decoding algorithm
- majority voting
- watermarking scheme
- training set
- learning algorithm