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