In this work, the unknown cyber-attacks on cyberphysicalsystems are reconstructed using sliding modedifferentiation techniques in concert with the sparse recoveryalgorithm, when only several unknown attacks out of a long listof possible attacks are considered non-zero. The approach isapplied to a model of the electric power system, and finally, theefficacy of the proposed techniques is illustrated via simulationsof a real electric power system.