Multivariate quadratic equation-based cryptographic algorithms are one of the promising post-quantum alternatives to current public-key cryptographic algorithms based on the discrete logarithm problem and the integer factorization problem. In this paper, we provide advanced security analysis of UOV, a well-known signature scheme based on the multivariate quadratic equations, when Vinegar values are reused in signing for efficiency.