The project consists in the study, implementation and comparison of binary matrix multiplication algorithms in C++. We consider Strassen’s algorithm (which is known to perform well over the real numbers) the Four Russians algorithm (which is designed for binary matrices) and compare their performances to that of the naive multiplication algorithm on binary matrices.