Author

Ci Tao

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Preprint Aug 2026

Measuring the Wrong Thing: Internal Harmfulness Scores Anti-Rank Successful Jailbreaks

Internal safety scores judge a prompt before any text is generated, and they are validated by how well they separate harmful prompts from benign ones. That separation is then read as evidence that the score will also catch the attacks that succeed. Harmful intent is a property of the prompt. Jailbreak success is an out...

Ming-Yu Luo, Ming Deng, Zilang Qiu et al. · 0 citations

#small language model Preprint Aug 2026

SchemaGUI: A Schema-Driven Benchmark for Controllable GUI Generation Evaluation

SchemaGUI, a template-based benchmark for controllable GUI generation evaluation, synthesizing paired natural language instructions and deterministic function-call references from parameterized interface schemas can generate thousands of deterministically annotated tasks in seconds without human labeling.

Jiarui Dong, Yin Cai, Zhouhong Gu et al. · 0 citations