Securing Generative AI and Large Language Models (LLMs): A Comprehensive Approach
Generative AI and Large Language Models (LLMs) are revolutionizing industries by enabling advanced natural language understanding and content creation.However, their adoption introduces significant security, privacy and compliance risks.This paper identifies key vulnerabilities, highlights the OWASP Top 10 risks specific to LLMs and presents a comprehensive security framework leveraging AI Security Posture Management (AISPM) and proactive scanning techniques.Recommendations for secure, ethical and compliant deployment of Generative AI are provided, ensuring resilience and trustworthiness in modern AI systems.
Authors
- Kamalakar Reddy Ponaka
Publication Details
- Journal
- Journal of Artificial Intelligence Machine Learning and Data Science
- Published
- 2024-11-30
- DOI
- https://doi.org/10.51219/jaimld/kamalakar-reddy-ponaka/410
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 0.00