Can Bob decrypt the message?
Yes Bob can decrypt the message by finding the inverse of the encryption matrix(which he has the information to do) and multiplying the given matrix by it.
Can Eve decrypt the message without finding the inverse of the secret matrix?
No Eve cannot decrypt the message without finding the inverse of the secret matrix. She does however have enough information to find the inverse of the matrix.
