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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Anna Wróblewska

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Book Open access Jul 2026

TAPE-JB: Trait-Aligned Prompt Evolution for Jailbreaking Large Language Models

TAPE-JB (Trait-Aligned Prompt Evolution for Jailbreaking LLMs), a genotype-guided evolutionary framework for adversarial prompt generation that searches over structured prompt traits while preserving the original harmful intention is introduced, highlighting the value of structured evolutionary search for systematic red-teaming of language models.

Karolina Seweryn, Anna Wróblewska, Szymon Łukasik · 0 citations

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