A lattice basis is a set of linearly independent vectors in a Euclidean space that can generate all the points of a lattice through integer linear combinations. This concept is fundamental in areas like cryptography, computational geometry, and number theory, where understanding the structure of lattices is crucial for solving complex problems efficiently.