Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models.
Hanlin ZhangBenjamin L. EdelmanDanilo FrancatiDaniele VenturiGiuseppe AtenieseBoaz BarakPublished in: CoRR (2023)
Keyphrases
- generative model
- watermarking scheme
- copyright protection
- spread spectrum
- digital images
- watermarking algorithm
- digital watermarking
- image watermarking
- watermarking technique
- image authentication
- probabilistic model
- mixture model
- watermarking method
- discriminative learning
- prior knowledge
- discriminative models
- generative and discriminative models
- em algorithm
- digital watermark
- watermark detection
- maximum entropy principle
- topic models
- expectation maximization
- hierarchical hidden markov models
- object categories
- semi supervised
- jpeg compression
- conditional random fields
- watermark embedding
- data hiding
- multimedia content
- language modeling
- representational power
- signal processing
- active learning