Clare Garvie Profile picture
Dec 6, 2022 21 tweets 10 min read Read on X
I’m honored to release a new report with @GeorgetownCPT “A Forensic Without the Science: Face Recognition in U.S. Criminal Investigations” 1/n
forensicwithoutscience.org Image
This report is a very long look at a very basic question: How reliable is a police face recognition search? In other words: How often is a search right—or wrong? 2/n Image
It’s a vital question to ask and answer. Face recognition has been used in policing since 2001. And in the 7+ years researching this tech, we’ve begun seeing a pattern of people arrested primarily—if not solely—on the basis of a face rec match. 3/n
Nijeer Parks was arrested in NJ based on a #FaceRecognition lead plus a non-witness officer “confirming” the match. He was innocent. 4/n
nytimes.com/2020/12/29/tec… Image
Same thing happened in 2020 in another jurisdiction (more details in the paper): Image
Michael Oliver was wrongfully arrested in MI based on a #FaceRecognition lead and a faulty eyewitness ID.
freep.com/story/news/loc… 6/n Image
NYPD arrested a man in 2018 based on a #FaceRecognition lead & a photo sent to a witness w/ the text: “Is this the guy you know from going into the store many times before?”
7/n ImageImage
And so on. In sum, it appears that in at least some cases police have assumed face recognition search results are highly reliable. But are they? 8/n
::Sidebar:: I get some pushback on using these examples as evidence of a problem—
1) These are just anecdotes, not quantitative data
2) Out of 10,000s cases, this is a small error %
3) This is not a #FaceRecognition problem—it’s an investigation problem. Etc.
9/n
1) Ok in one sense, yes, these are anecdotes. Due to a persistent absence of transparency around #FaceRecognition use, we quite simply do not have quantitative data about its use. No one does. This is… not a good thing.
perpetuallineup.org/report 10/n Image
1) But in another sense no, these are not just anecdotes. These are real people whose rights, liberties, lives have been directly, negatively impacted by the technology.
2) This is not an experiment—this is the real world. The Constitution is absolute in its grant of rights & liberties. It doesn’t allow for an acceptable number of people wrongfully arrested. That’s not how this works (or should). 12/n
3) This is a #FaceRecognition AND a police investigative problem. These cases stem from a lack of understanding how the technology should—or should not—be used in policing. This is the heart of what this paper is exploring.
forensicwithoutscience.org 13/n Image
Spoiler alert. This report doesn’t have a definitive, empirical answer to this question. But after an intensive review of police use of the tech and CS, psych & forensic science literature, it concludes #FaceRecognition leads should not by default be considered reliable. 14/n
Why? For a lot of reasons—it’s why this paper is so long.
15/n Image
Oh you want the TL;DR? That’s fair
16/n Image
Police use of #FaceRecognition is a due process issue. This is about the right to a fair defense—for 10,000s or 100,000s of people since 2001 and probably 100,000s of people moving forward. 17/n
Police use of #FaceRecognition is a forensic science issue. We have a moment—a brief one—to prevent the judicial certification of an unproven forensic technique. We should take it. 18/n Image
Police use of #FaceRecognition is a policing issue. Why are we ok with relying on a tool whose reliability we don’t know? 19/n Image
Police use of #FaceRecognition is a civil rights, liberties, and justice issue. We should ALL *want* to prevent what happened to Michael Oliver, Robert Williams, Nijeer Parks, and others from happening again.
That’s all for now. Happy to answer questions! And I’ll dig into some of the other parts of the research—like the inherent biases of faces as biometrics—later on. In the meantime, the paper is here! /fin
forensicwithoutscience.org Image

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More from @ClareAngelyn

Jul 10, 2020
Ok #FaceRecognition, misidentifications, and #Detroit’s new policy: a rant of sorts
freep.com/story/news/loc…
In this article, and y’day at the #Detroit Board of Police Comm’rs meeting, we kept hearing that “If the current policy was in place, this wouldn’t have happened.” I don’t buy this.
Yes, the policy restricts searches to Part 1 violent crimes and Home Invasion I. But #DPD has also used it for other things, like arson, damage to property, and threats against police after the policy was in place—not incl. in the def. of violent crimes.
Read 7 tweets

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