Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems.
Yuanjiang CaoXiaocong ChenLina YaoXianzhi WangWei Emma ZhangPublished in: CoRR (2020)
Keyphrases
- recommender systems
- reinforcement learning
- injection attacks
- attack detection
- false alarms
- detection method
- collaborative filtering
- object detection
- multi agent
- detection algorithm
- network attacks
- automatic detection
- user friendly
- learning algorithm
- countermeasures
- learning process
- function approximation
- false positives
- optimal policy
- user preferences
- user profiles
- state space
- detection rate
- machine learning
- intrusion detection