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Today the federal Government Accountability Office (GAO) finally published its exhaustive report on the FBI’s face recognition capabilities. The takeaway: FBI has access to hundreds of millions more photos than we ever thought. And the Bureau has been hiding this fact from the public—in flagrant violation of federal law and agency policy—for years. According to the GAO Report, FBI’s Facial Analysis, Comparison, and Evaluation (FACE) Services unit not only has access to FBI’s Next Generation Identification (NGI) face recognition database of nearly 30 million civil and criminal mug shot photos, it also has access to the State Department’s Visa and Passport databases, the Defense Department’s biometric database, and the drivers license databases of at least 16 states. Totaling 411.9 million images, this is an unprecedented number of photographs, most of which are of Americans and foreigners who have committed no crimes. The FBI has done little to make sure that its search results (which the Bureau calls “investigative leads”) do not include photos of innocent people, according to the report. The FBI has conducted only very limited testing to ensure the accuracy of NGI's face recognition capabilities. And it has not taken any steps to determine whether the face recognition systems of its external partners—states and other federal agencies—are sufficiently accurate to prevent innocent people from being identified as criminal suspects. As we know from previous research, face recognition is notoriously inaccurate across the board and may also misidentify African Americans and ethnic minorities, young people, and women at higher rates than whites, older people, and men, respectively.

The GAO’s findings are especially shocking, given the timing. Just over a month ago the FBI demanded its face recognition capabilities be exempt from several key provisions of the federal Privacy Act—and provided the public with only 30 days to respond.

Since last year’s revelations about the National Security Agency’s massive communications data dragnets, the spy agency has been inundated with requests from Americans and others wanting to know if it has files on them. All of them are being turned down .The denials illustrate the bind in which the disclosures have trapped the Obama administration. While it has pledged to provide greater transparency about the NSA’s communications collections, the NSA says it cannot respond to individuals’ requests without tipping off terrorists and other targets. As a result, Americans whose email and telephone data may have been improperly vacuumed up have no way of finding that out by filing open records requests with the agency. Six McClatchy reporters who filed requests seeking any information kept by the NSA on them all received the same response.

“Were we to provide positive or negative responses to requests such as yours, our adversaries’ compilation of the information provided would reasonably be expected to cause exceptionally grave damage to the national security,” the NSA wrote last month in response to a McClatchy national security reporter who requested his own records. “Therefore, your request is denied because the fact of the existence or non-existence of responsive records is a currently and properly classified matter.”