A margin-supervision plus receiver-realistic preference post-training method achieves 100% receiver-side bit accuracy and 21.6% lower normalized perplexity deviation than the strongest baseline.
Information Hiding , pages =
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
TI-StegoAlign: Channel-Guided Post-Training for Generative Text Steganography under Tokenization Inconsistency
A margin-supervision plus receiver-realistic preference post-training method achieves 100% receiver-side bit accuracy and 21.6% lower normalized perplexity deviation than the strongest baseline.