The Electronic Frontier Foundation filed the action on behalf of a variety of groups including the First Unitarian Church of Los Angeles, the gun rights group Calguns Foundation, Greenpeace and Human Rights Watch.
The suit filed in California federal court alleges that the mass collection of phone records under the so-called PRISM program violates Americans' constitutional rights.
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Cohn said the suit, based on a longstanding Supreme Court ruling, contends the government's collection of "metadata" or information on calls placed, without the content of the conversation, allows the government to monitor who is associating with various groups.
"People who hold controversial views -- whether it's about gun ownership policies, drug legalisation, or immigration -- often must express views as a group in order to act and advocate effectively," said Cohn.
"But fear of individual exposure when participating in political debates over high-stakes issues can dissuade people from taking part. That's why the Supreme Court ruled in 1958 that membership lists of groups have strong First Amendment protection."
Sherwin Siy of the digital advocacy group Public Knowledge, which joined the lawsuit, said the programs "don't just invade privacy; they also harm people's First Amendment right of association."
"When the government collects information about who calls whom, when, and how often, they get a vivid picture of a person's contacts and associations. In the past, authorities have tried to compile lists of association members to discourage people from joining certain groups," Siy said.
Others joining the suit include the California Association of Federal Firearms Licensees, Competitive Enterprise Institute, Council on American Islamic Relations, National Organisation for the Reform of Marijuana Laws, People for the American Way and Students for a Sensible Drug Policy.
The case is the latest in a wave of legal action since revelations in the media about the PRISM program, believed to collect vast amounts of phone and Internet data as part of efforts to protect national security.
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