Kentucky Sen. Rand Paul’s resistance to military intervention abroad is likely to be viewed as his biggest break from Republican tradition if he seeks his party’s nomination in 2016.

But Mr. Paul is also challenging his own party by increasingly embracing issues dear to the African-American voters who have overwhelmingly rejected the GOP for decades.