SNARKS

SNARKs (Succinct Non-Interactive Arguments of Knowledge) are an efficient zero-knowledge proof system designed to verify the correctness of complex computations without revealing any sensitive information involved in the process. In the field of natural language processing, SNARKs can significantly enhance data privacy protection and computational efficiency, ensuring data security while optimizing algorithm performance. They are applicable in scenarios such as privacy preservation and data validation.