FB pixel

Use bug bounty to tackle biometric algorithm bias, Algorithmic Justice League researcher argues

Findings presented at the annual Mozilla Festival
 

biometric facial recognition

Deborah Raji, a research fellow in algorithmic harms for the Mozilla Foundation has suggested bug bounties could be used to tackle algorithmic bias in facial recognition applications.

The findings were presented earlier this week at the annual Mozilla Festival, an event exploring the nexus of AI and power, labor, truth, and other critical issues.

Raji’s research was conducted together with advocacy group the Algorithmic Justice League (AJL) and analyzed how bug bounty programs could be deployed to detect algorithmic bias in biometrics.

“When you release software, and there is some kind of vulnerability that makes the software liable to hacking, the information security community has developed a bunch of different tools that they can use to hunt for these bugs,” Raji told ZDNet in an interview.

“Those are concerns that we can see parallels to with respect to bias issues in algorithms,” she added.

Bias is a recurrent issue in face biometrics, and just last month allegations of biased performance by biometric systems in law enforcement and education resulted in legal actions in the U.S.

According to the research fellow, the first issue to solve during the research was the definition of algorithmic harm from a programming perspective, as bias is inherently subjective.

And even if these definitions were to be established, a methodology for bias detection would then have to follow, potentially endangering the entire engineering process behind certain products.

This issue, Raji explained, could potentially be solved by companies spontaneously investing in developing ethical technology. Populations affected by algorithm bias in biometric and other systems, however, are typically not paying customers.

However, the research fellows added, a more likely solution would be to push stricter regulations on corporations.

“I think that cooperation is only going to happen through regulation or extreme public pressure,” she concluded.

Article Topics

 |   |   |   |   |   |   |   |   |   | 

Latest Biometrics News

 

10 million passkeys registered for Mercari market app amid phishing crisis

Mercari, the Japanese e-commerce company behind the Mercari marketplace, has surpassed 10 million registered users of passkeys for authentication. A…

 

Project NOLA’s facial recognition push raises legal and civil rights questions

This week, the New Orleans City Council’s Criminal Justice Committee is expected to convene a hearing to address concerns about…

 

PNG launches birth registration legislation in landmark for national ID project

Papua New Guinea is taking a concrete step in making sure every citizen is officially recognized and able to access…

 

Yoti improves liveness detection pass rates

Digital identity and age estimation company Yoti has released new figures on its liveness detection technology, showing success rate improvements…

 

Inclusive digital ID poised for leap forward with QR codes, similar credentials

QR codes have been around for decades, but they and other similar technologies have only recently emerged as digital identity…

 

Age assurance debate simmers across EU with calls for stronger measures

Age checks remain in the headlines with new proposals from EU digital ministers to go further with legislation limiting social…

Comments

Leave a Reply

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Biometric Market Analysis

Most Viewed This Week

Featured Company

Biometrics Insight, Opinion

Digital ID In-Depth

Biometrics White Papers

Biometrics Events