MarkTune: Improving the Quality-Detectability Trade-off in Model-Embedded LLM Watermarking

arXiv:2512.04044 · cs.LG, cs.AI, cs.CR · Submitted 2025-12-03 · Read on arXiv

cs.LG, cs.AI, cs.CR

Submitted: 2025-12-03

Updated: 2026-10-22

Terminology

• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Steering — 1× in this paper · explained in 2 episodes

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks