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A structured NLP dataset for detecting prompt injection attacks, jailbreak attempts, and malicious instruction manipulation in Large Language Models (LLMs). Includes annotated threat categories, risk classifications, and validation-ready samples for AI safety training, security evaluation, and adversarial robustness research.