3 citations · 4 across the 4 of their papers we have counts for
4 papers
A Framework for Cryptographic Verifiability of End-to-End AI Pipelines
Kar Balan, Robert Learney, Tim Wood
The increasing integration of Artificial Intelligence across multiple industry sectors necessitates robust mechanisms for ensuring transparency, trust, and auditability of its deve…
Content ARCs: Decentralized Content Rights in the Age of Generative AI
Kar Balan, Andrew Gilbert, John Collomosse
The rise of Generative AI (GenAI) has sparked significant debate over balancing the interests of creative rightsholders and AI developers. As GenAI models are trained on vast datas…
PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models
Kar Balan, Andrew Gilbert, John Collomosse
We present PDFed, a decentralized, aggregator-free, and asynchronous federated learning protocol for training image diffusion models using a public blockchain. In general, diffusio…
EKILA: Synthetic Media Provenance and Attribution for Generative Art
Kar Balan, Shruti Agarwal, Simon Jenni +3
We present EKILA; a decentralized framework that enables creatives to receive recognition and reward for their contributions to generative AI (GenAI). EKILA proposes a robust visua…