It's always been my understanding that military integration occurred in the late 40's and was mandated by President Harry Truman, via executive order.
I think youre right. The point stands, tho, that Eisenhower enforced civil rights - in Little Rock, Arkansas and in Washington, D.C. The latter he did quietly.