Entries Tagged "face recognition"

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Random Links on the Boston Terrorist Attack

Encouraging poll data says that maybe Americans are starting to have realistic fears about terrorism, or at least are refusing to be terrorized.

Good essay by Scott Atran on terrorism and our reaction.

Reddit apologizes. I think this is a big story. The Internet is going to help in everything, including trying to identify terrorists. This will happen whether or not the help is needed, wanted, or even helpful. I think this took the FBI by surprise. (Here’s a good commentary on this sort of thing.)

Facial recognition software didn’t help. I agree with this, though; it will only get better.

EDITED TO ADD (4/25): “Hapless, Disorganized, and Irrational“: John Mueller and Mark Stewart describe the Boston—and most other—terrorists.

Posted on April 25, 2013 at 6:42 AMView Comments

Our Internet Surveillance State

I’m going to start with three data points.

One: Some of the Chinese military hackers who were implicated in a broad set of attacks against the U.S. government and corporations were identified because they accessed Facebook from the same network infrastructure they used to carry out their attacks.

Two: Hector Monsegur, one of the leaders of the LulzSec hacker movement, was identified and arrested last year by the FBI. Although he practiced good computer security and used an anonymous relay service to protect his identity, he slipped up.

And three: Paula Broadwell, who had an affair with CIA director David Petraeus, similarly took extensive precautions to hide her identity. She never logged in to her anonymous e-mail service from her home network. Instead, she used hotel and other public networks when she e-mailed him. The FBI correlated hotel registration data from several different hotels—and hers was the common name.

The Internet is a surveillance state. Whether we admit it to ourselves or not, and whether we like it or not, we’re being tracked all the time. Google tracks us, both on its pages and on other pages it has access to. Facebook does the same; it even tracks non-Facebook users. Apple tracks us on our iPhones and iPads. One reporter used a tool called Collusion to track who was tracking him; 105 companies tracked his Internet use during one 36-hour period.

Increasingly, what we do on the Internet is being combined with other data about us. Unmasking Broadwell’s identity involved correlating her Internet activity with her hotel stays. Everything we do now involves computers, and computers produce data as a natural by-product. Everything is now being saved and correlated, and many big-data companies make money by building up intimate profiles of our lives from a variety of sources.

Facebook, for example, correlates your online behavior with your purchasing habits offline. And there’s more. There’s location data from your cell phone, there’s a record of your movements from closed-circuit TVs.

This is ubiquitous surveillance: All of us being watched, all the time, and that data being stored forever. This is what a surveillance state looks like, and it’s efficient beyond the wildest dreams of George Orwell.

Sure, we can take measures to prevent this. We can limit what we search on Google from our iPhones, and instead use computer web browsers that allow us to delete cookies. We can use an alias on Facebook. We can turn our cell phones off and spend cash. But increasingly, none of it matters.

There are simply too many ways to be tracked. The Internet, e-mail, cell phones, web browsers, social networking sites, search engines: these have become necessities, and it’s fanciful to expect people to simply refuse to use them just because they don’t like the spying, especially since the full extent of such spying is deliberately hidden from us and there are few alternatives being marketed by companies that don’t spy.

This isn’t something the free market can fix. We consumers have no choice in the matter. All the major companies that provide us with Internet services are interested in tracking us. Visit a website and it will almost certainly know who you are; there are lots of ways to be tracked without cookies. Cell phone companies routinely undo the web’s privacy protection. One experiment at Carnegie Mellon took real-time videos of students on campus and was able to identify one-third of them by comparing their photos with publicly available tagged Facebook photos.

Maintaining privacy on the Internet is nearly impossible. If you forget even once to enable your protections, or click on the wrong link, or type the wrong thing, you’ve permanently attached your name to whatever anonymous service you’re using. Monsegur slipped up once, and the FBI got him. If the director of the CIA can’t maintain his privacy on the Internet, we’ve got no hope.

In today’s world, governments and corporations are working together to keep things that way. Governments are happy to use the data corporations collect—occasionally demanding that they collect more and save it longer—to spy on us. And corporations are happy to buy data from governments. Together the powerful spy on the powerless, and they’re not going to give up their positions of power, despite what the people want.

Fixing this requires strong government will, but they’re just as punch-drunk on data as the corporations. Slap-on-the-wrist fines notwithstanding, no one is agitating for better privacy laws.

So, we’re done. Welcome to a world where Google knows exactly what sort of porn you all like, and more about your interests than your spouse does. Welcome to a world where your cell phone company knows exactly where you are all the time. Welcome to the end of private conversations, because increasingly your conversations are conducted by e-mail, text, or social networking sites.

And welcome to a world where all of this, and everything else that you do or is done on a computer, is saved, correlated, studied, passed around from company to company without your knowledge or consent; and where the government accesses it at will without a warrant.

Welcome to an Internet without privacy, and we’ve ended up here with hardly a fight.

This essay previously appeared on CNN.com, where it got 23,000 Facebook likes and 2,500 tweets—by far the most widely distributed essay I’ve ever written.

Commentary.

EDITED TO ADD (3/26): More commentary.

EDITED TO ADD (3/28): This Communist commentary seems to be mostly semantic drivel, but parts of it are interesting. The author doesn’t seem to have a problem with State surveillance, but he thinks the incentives that cause businesses to use the same tools should be revisited. This seems just as wrong-headed as the Libertarians who have no problem with corporations using surveillance tools, but don’t want governments to use them.

EDITED TO ADD (5/28): This essay has been translated into Polish.

Posted on March 25, 2013 at 6:28 AMView Comments

Facial Recognition of Avatars

I suppose this sort of thing might be useful someday.

In Second Life, avatars are easily identified by their username, meaning police can just ask San Francisco-based Linden Labs, which runs the virtual world, to look up a particular user. But what happens when virtual worlds start running on peer-to-peer networks, leaving no central authority to appeal to? Then there would be no way of linking an avatar username to a human user.

Yampolskiy and colleagues have developed facial recognition techniques specifically tailored to avatars, since current algorithms only work on humans. “Not all avatars are human looking, and even with those that are humanoid there is a huge diversity of colour,” Yampolskiy says, so his software uses those colours to improve avatar recognition.

Posted on May 4, 2012 at 6:31 AMView Comments

Developments in Facial Recognition

Eventually, it will work. You’ll be able to wear a camera that will automatically recognize someone walking towards you, and a earpiece that will relay who that person is and maybe something about him. None of the technologies required to make this work are hard; it’s just a matter of getting the error rate down low enough for it to be a useful system. And there have been a number of recent research results and news stories that illustrate what this new world might look like.

The police want this sort of system. I already blogged about MORIS, an iris-scanning technology that several police forces in the U.S. are using. The next step is the face-scanning glasses that the Brazilian police claim they will be wearing at the 2014 World Cup.

A small camera fitted to the glasses can capture 400 facial images per second and send them to a central computer database storing up to 13 million faces.

The system can compare biometric data at 46,000 points on a face and will immediately signal any matches to known criminals or people wanted by police.

In the future, this sort of thing won’t be limited to the police. Facebook has recently embarked on a major photo tagging project, and already has the largest collection of identified photographs in the world outside of a government. Researchers at Carnegie Mellon University have combined the public part of that database with a camera and face-recognition software to identify students on campus. (The paper fully describing their work is under review and not online yet, but slides describing the results can be found here.)

Of course, there are false positives—as there are with any system like this. That’s not a big deal if the application is a billboard with face-recognition serving different ads depending on the gender and age—and eventually the identity—of the person looking at it, but is more problematic if the application is a legal one.

In Boston, someone erroneously had his driver’s licence revoked:

It turned out Gass was flagged because he looks like another driver, not because his image was being used to create a fake identity. His driving privileges were returned but, he alleges in a lawsuit, only after 10 days of bureaucratic wrangling to prove he is who he says he is.

And apparently, he has company. Last year, the facial recognition system picked out more than 1,000 cases that resulted in State Police investigations, officials say. And some of those people are guilty of nothing more than looking like someone else. Not all go through the long process that Gass says he endured, but each must visit the Registry with proof of their identity.

[…]

At least 34 states are using such systems. They help authorities verify a person’s claimed identity and track down people who have multiple licenses under different aliases, such as underage people wanting to buy alcohol, people with previous license suspensions, and people with criminal records trying to evade the law.

The problem is less with the system, and more with the guilty-until-proven-innocent way in which the system is used.

Kaprielian said the Registry gives drivers enough time to respond to the suspension letters and that it is the individual’s “burden’” to clear up any confusion. She added that protecting the public far outweighs any inconvenience Gass or anyone else might experience.

“A driver’s license is not a matter of civil rights. It’s not a right. It’s a privilege,” she said. “Yes, it is an inconvenience [to have to clear your name], but lots of people have their identities stolen, and that’s an inconvenience, too.”

IEEE Spectrum and The Economist have published similar articles.

EDITED TO ADD (8/3): Here’s a system embedded in a pair of glasses that automatically analyzes and relays micro-facial expressions. The goal is to help autistic people who have trouble reading emotions, but you could easily imagine this sort of thing becoming common. And what happens when we start relying on these computerized systems and ignoring our own intuition?

EDITED TO ADD: CV Dazzle is camouflage from face detection.

Posted on August 2, 2011 at 1:33 PMView Comments

Extreme Authentication

Exactly how did they confirm it was Bin Laden’s body?

Officials compared the DNA of the person killed at the Abbottabad compound with the bin Laden “family DNA” to determine that the 9/11 mastermind had in fact been killed, a senior administration official said.

It was not clear how many different family members’ samples were compared or whose DNA was used.

[…]

Also to identify bin Laden, a visual ID was made. There were photo comparisons and other facial recognition used to identify him, the official said. A second official said that in addition to DNA, there was full biometric analysis of facial and body features.

EDITED TO ADD (5/5): A better article.

Posted on May 5, 2011 at 12:52 PMView Comments

The Mahmoud al-Mabhouh Assassination

Remember the Mahmoud al-Mabhouh assassination last January? The police identified 30 suspects, but haven’t been able to find any of them.

Police spent about 10,000 hours poring over footage from some 1,500 security cameras around Dubai. Using face-recognition software, electronic-payment records, receipts and interviews with taxi drivers and hotel staff, they put together a list of suspects and publicized it.

Seems ubiquitous electronic surveillance is no match for a sufficiently advanced adversary.

Posted on October 12, 2010 at 6:12 AMView Comments

No Smiling in Driver's License Photographs

In other biometric news, four states have banned smiling in driver’s license photographs.

The serious poses are urged by DMVs that have installed high-tech software that compares a new license photo with others that have already been shot. When a new photo seems to match an existing one, the software sends alarms that someone may be trying to assume another driver’s identity.

But there’s a wrinkle in the technology: a person’s grin. Face-recognition software can fail to match two photos of the same person if facial expressions differ in each photo, says Carnegie Mellon University robotics professor Takeo Kanade.

Posted on May 29, 2009 at 11:19 AMView Comments

Sidebar photo of Bruce Schneier by Joe MacInnis.