Dogan News Agency reported the seven militants had been involved in the four-month Isis siege of Kobane in northern Syria.
It is believed they fled across the border as the city's Kurdish defenders, backed by US-led coalition air strikes, drove the militants from the city in late January.
Ankara has grown increasingly concerned at the Isis presence on its border. Sleeper cells are believed to be spread throughout the country.
While evidence suggests Ankara has previously collaborated with Isis, the relationship has broken down over the past 18 months.
"The gentleman's agreement between the Islamic State and Turkey has started to fray," said Stein. A black widow suicide attack in Istanbul's Sultanahmet tourist district this year coupled with a large number of Turkish Isis fighters returning home had widened the rift.
Turkey has stacked entry points - airports, land crossings, bus terminals - with police officers. Authorities claim to have refused entry to more than 7000 would-be militants, detaining and deporting scores more.
Police last week arrested a further 12 suspected Isis fighters in the southeastern Turkish city of Kilis, about 10km from the important Turkey-Syria border crossing of Bab al-Salameh.
Turkey's military reinforced a 100km stretch of border yesterday with tanks, armoured combat vehicles and military personnel, Anadolu News Agency reported.