They also claimed that they suffered damages by paying too much money for their iPhones and by losing storage space, among other things, according to court documents.
U.S. District Judge Lucy H. Koh in San Jose, California dismissed the case.
"Plaintiffs must be able to provide some evidence that they saw one or more of Apple's alleged misrepresentations, that they actually relied on those misrepresentations, and that they were harmed thereby," Koh said in the November 25 ruling.
Lawyers for the plaintiffs and Apple either did not respond to requests for comment or declined to comment.
The case is one part of nationwide litigation Koh is overseeing that consolidates 19 related lawsuits.
The case is In re Apple Inc. iPhone/iPad Application Consumer Privacy Litigation, 11-md-02250, U.S. District Court, Northern District of California (San Jose).
© Thomson Reuters 2013