Bayes, not Naïve: Security Bounds on Website Fingerprinting Defenses.
Giovanni CherubinPublished in: CoRR (2017)
Keyphrases
- bayes classifiers
- website
- bayes classifier
- tree augmented
- network security
- bayesian networks
- bayesian classifiers
- bayesian network classifiers
- naive bayes classifier
- multi class
- information security
- bayes net
- denial of service attacks
- security issues
- upper bound
- access control
- intrusion detection
- denial of service
- feature selection
- inductive logic programming
- rule learning
- security requirements
- dos attacks
- security level
- lower bound
- network layer
- security policies
- statistical databases
- logistic regression
- worst case
- lower and upper bounds
- security threats
- machine learning systems
- security analysis
- bayesian classifier
- upper and lower bounds
- machine learning
- intrusion detection system
- text classification
- wireless sensor networks
- web navigation
- worst case bounds
- bayes classification
- vc dimension
- key management
- supervised classification
- base classifiers
- error bounds
- naive bayes
- text categorization
- support vector
- information retrieval