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In this work we show how to use Graphics Processing Units (GPUs) with Compute Unified Device Architecture (CUDA) to accelerate a lattice based signature scheme, namely, the NTRU modular lattice signature (NTRU-MLS) scheme. Lattice based schemes require operations on large vectors that are perfect candidates for GPU implementations. In addition, similar to most lattice based signature schemes, NTRU-MLS provides transcript security with a rejection sampling technique. With a GPU implementation,doi:10.1109/hpcsim.2016.7568376 dblp:conf/ieeehpcs/DaiSSWZ16 fatcat:ai5h6nzzhvfphl33ddjsumbiwq