Ukraine's Interior Ministry said Ukrainian forces killed the militants during operations to take down pro-Russian activists' roadblocks around the southeastern city of Slavyansk.
The Russian response was swift.
Russian President Vladimir Putin said "if the Kiev regime has started to use the army against the population inside the country, it, beyond any doubt, is a very serious crime."