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, so Active Attention Probing is introduced, which supplies a fixed content independent measurement coordinate.

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