Cracking Classifiers for Evasion: A Case Study on the Google's Phishing Pages Filter.
Bin LiangMiaoqiang SuWei YouWenchang ShiGang YangPublished in: WWW (2016)
Keyphrases
- search engine
- website
- web pages
- countermeasures
- support vector
- decision trees
- training data
- google search
- training set
- case study
- spam filtering
- test set
- test bed
- training samples
- web search engines
- class labels
- keywords
- linear classifiers
- learning algorithm
- identity theft
- link structure
- feature selection
- median filter
- roc curve
- noise reduction
- machine learning methods
- naive bayes
- web users
- feature subset
- svm classifier
- web graph
- face detection
- training examples
- feature set