Significance of Machine Learning for Detection of Malicious Websites on an Unbalanced Dataset.
Ietezaz Ul HassanRaja Hashim AliZain Ul AbideenTalha Ali KhanRand KouatlyPublished in: Digit. (2022)
Keyphrases
- machine learning
- website
- machine learning algorithms
- detection accuracy
- detection method
- automatic detection
- learning algorithm
- false positives
- object detection
- detect malicious
- detection rate
- machine learning methods
- pattern recognition
- artificial intelligence
- database
- text mining
- face detection
- learning systems
- inductive logic programming
- feature selection
- malicious behavior
- internet users
- explanation based learning
- neural network
- false alarms
- data mining
- statistical methods
- social media
- web pages
- benchmark datasets
- decision trees
- detection algorithm
- data analysis
- information extraction