most citedPersonalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization

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cs.CR2025

RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models

Tanqiu Jiang, Changjiang Li, Fenglong Ma +1

Differentially private diffusion models (DPDMs) harness the remarkable generative capabilities of diffusion models while enforcing differential privacy (DP) for sensitive data. How…

cs.CR2024★ 1 cited

Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models

Changjiang Li, Ren Pang, Bochuan Cao +4

Thanks to their remarkable denoising capabilities, diffusion models are increasingly being employed as defensive tools to reinforce the security of other models, notably in purifyi…