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ML - Malicious - Prompt - Detection - Research - Paper 1 by ashishraj1999745 is a document available to read on EtoBox.
What is ML - Malicious - Prompt - Detection - Research - Paper 1 about?
This research paper presents a Machine Learning-Based Malicious Prompt Detection System (ML-MPDS) designed to enhance the security of AI chatbot systems against adversarial inputs known as malicious prompts. The system employs a multi-feature approach, achieving high accuracy and low false positive rates while maintaining low detection latency. The study addresses existing gaps in the field by providing a comprehensive taxonomy of malicious prompts, a curated dataset for training, and a deployable middlewar
- Author
- ashishraj1999745
- Language
- EN