Defending Regression Learners Against Poisoning Attacks.
Sandamal WeerasingheSarah M. ErfaniTansu AlpcanChristopher LeckieJustin KopaczPublished in: CoRR (2020)
Keyphrases
- ddos attacks
- learning environment
- regression model
- linear regression
- learning process
- learning strategies
- countermeasures
- learning systems
- collaborative learning
- learning activities
- malicious attacks
- simple linear
- e learning
- model selection
- traffic analysis
- regression algorithm
- learning materials
- language learning
- security mechanisms
- regression method
- regression problems
- support vector regression
- gaussian processes
- learning community
- learning processes
- learning outcomes
- learning experience
- regression analysis
- base learners
- knowledge construction
- dos attacks
- locally weighted
- chosen plaintext
- neural network
- personal learning environments
- support vector
- denial of service attacks
- metadata