Two open problems on using Matsui’s Algorithm 2 with multiple linear approximations posed earlier by Biryukov, De Cannière and M. Quisquater at Crypto’04 are solved in the present paper. That improves the linear cryptanalysis of 16-round DES reported by Matsui at Crypto’94. keywords: linear cryptanalysis, multiple linear approximations, success probability, MRHS linear equations, gluing algorithm.