data-circuit-breaker

Tag

Cards List
#data-circuit-breaker

MGI: Member vs Generated Inference

arXiv cs.LG · yesterday Cached

Introduces the Member vs Generated Inference (MGI) task to distinguish training members from generated outputs in generative models, and proposes Data Circuit Breaker (DCB), a three-stage method combining autoencoder and latent generator signals, which outperforms existing methods across autoregressive and diffusion models.

0 favorites 0 likes
← Back to home

Submit Feedback