Author

Edgar Dobriban

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#artificial intelligence Preprint Sep 2026

Statistical attribute alignment for black-box generative AI via output post-processing

Experiments on text-to-image generation and geocoded persona generation tasks show that the post-processing algorithms improve statistical attribute alignment, complementing prompting-based interventions.

Kevin Jiang, Morgane Austern, Edgar Dobriban et al. · 0 citations

Jailbreaking Jailbreaks: A Proactive Defense for LLMs

P RO A CT represents an orthogonal defense strategy that serves as an additional guardrail to enhance LLM safety against the most effective attacks.

Wei-Liang Zhao, Daniel Ben-Levi, Jinjun Peng et al. · 1 citation