The discrete logarithm problem involves finding an integer x such that a given number g raised to the power of x equals another number y, within a finite group. This problem is computationally hard and forms the basis for the security of many cryptographic systems, such as Diffie-Hellman key exchange and the Digital Signature Algorithm.