The US band was performing at the Bataclan when the deadly attacks occurred.
Last Friday's night of terror in Paris killed 129 people and wounded over 350 others.
"Our thoughts and hearts are first and foremost with our brother Nick Alexander, our record company comrades Thomas Ayad, Marie Mosser, and Manu Perez, and all the friends and fans whose lives were taken in Paris, as well as their friends, families, and loved ones," the band said in a statement released today.
The band said all shows are on hold until further notice.
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"Although bonded in grief with the victims, the fans, the families, the citizens of Paris, and all those affected by terrorism, we are proud to stand together, with our new family, now united by a common goal of love and compassion," the band said.
Eagles of Death Metal was formed in 1998 in Palm Desert, California.
Josh Homme, one of the founders of the band and leader of the band Queens of the Stone Age, wasn't performing with Eagles of Death Metal in Paris.