Shilling attacks against recommender systems: a comprehensive survey.
Ihsan GunesCihan KaleliAlper BilgeHuseyin PolatPublished in: Artif. Intell. Rev. (2014)
Keyphrases
- recommender systems
- product recommendation
- attack detection
- data sparsity
- injection attacks
- collaborative filtering
- collaborative filtering algorithms
- matrix factorization
- user preferences
- countermeasures
- information overload
- security threats
- information filtering
- user profiling
- trust aware
- cryptographic protocols
- security mechanisms
- user modeling
- cold start problem
- traffic analysis
- user ratings
- user model
- malicious attacks
- security risks
- website
- collaborative recommender systems
- recommendation quality
- personal preferences
- user interests
- watermarking scheme
- recommendation systems
- cold start
- information retrieval