Col. Qasim Obeidi, pleading for help from the Iraqi government and international community, said a compound that houses families of security personnel and officials is now under siege.
The reports come days after ISIS released a video purportedly showing the beheadings of 21 Egyptian Coptic Christians along a beach in Libya, sparking an international outcry, including commendation from Pope Francis, who called the killings "barbaric.”
Earlier this month, ISIS released another video showing a fleet of vehicles flying the black ISIS flag and driving through what is believed to be the streets of Benghazi, Libya. The video shows the vehicles being cheered by men, women and children as they drive by.
On Friday, a media group linked to ISIS released a four-minute video titled "Peshmerga Captives in Kirkuk Province,” which purportedly showed Kurdish prisoners -- imprisoned in iron cages -- being driven around on trucks in Iraq, according to the Middle East Media Research Institute.
The imagery of the prisoner convoy in orange uniforms was similar to the scenes of an execution of a Jordanian pilot. In a video released by ISIS two weeks ago, Lt. Muath al-Kaseasbeh was shown being burned alive in a cage.
Al-Baghdadi, which is about 50 miles northwest of Ramadi in Anbar province, is located about five miles from Ain al-Asad air base, where 400 U.S. military personnel are training Iraqi soldiers and Sunni tribesmen to take on ISIS. The base was raided last week by a small band of fighters, in what some experts believe may have been a probe in preparation for a full-scale attack.
The base has been the target of sporadic mortar fire in past weeks, and the jihadist army has been moving forces from its strongholds in Syria to Anbar Province, possibly setting the stage for a major clash with forces on the base that is now the sole bulwark between ISIS and Baghdad.
There are currently nearly 2,600 U.S. forces in Iraq, including about 450 who are training Iraqi troops at three bases across the country, including al-Asad. Forces from other coalition countries conduct the training at the fourth site, in the northern city of Irbil.
But even if Islamic State militants close in on the base, taking it would require a massive force, that would present a target for airstrikes, retired Col. Thomas Lynch, a National Defense University fellow, told Fox News.
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