Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders (short paper).
Vito Walter AnelliTommaso Di NoiaDaniele MalitestaFelice Antonio MerraPublished in: DP@AI*IA (2020)
Keyphrases
- recommender systems
- collaborative filtering
- recommendation systems
- personalized recommendation
- visual perception
- low level
- human vision
- human visual
- visual processing
- visual information
- cross modal
- genetic algorithm
- visual features
- human perceptual
- human visual system
- matrix factorization
- evolutionary algorithm
- cold start
- high level
- perceptual information
- recommendation algorithms
- visual information processing
- visual cues
- human perception
- data sparsity
- user preferences
- visual stimuli
- user interests
- differential evolution
- genetic programming
- visual data
- perceptual organization
- user profiles
- visual input
- image classification
- search space