Vulnerabilities
New Defense Mechanism Eguard Enhances LLM Embedding Security
A new defense mechanism called Eguard has been proposed to enhance the security of embedding vector databases used in large language models, significantly reducing the risk of embedding inversion attacks while maintaining performance in various natural language processing tasks.