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Facebook Updates Report Moderation Systems to Ensure Worst Case Content is Dealt With First

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Facebook has updated its content moderation queue system, which should lead to significant improvements in addressing the worst-case reports, and slowing the spread of harmful content.

The new process utilizes improved machine learning processes to categorize reported content – as explained by The Verge:

“In the past, [Facebook’s] moderators reviewed posts more or less chronologically, dealing with them in the order they were reported. Now, Facebook says it wants to make sure the most important posts are seen first, and is using machine learning to help. In the future, an amalgam of various machine learning algorithms will be used to sort this queue, prioritizing posts based on three criteria: their virality, their severity, and the likelihood they’re breaking the rules.”

Facebook reporting prioritization

The process will ensure that Facebook’s team of human moderators are being guided towards the worst-case reports first, optimizing their workload and limiting the spread of such, based on automated detection.

That’s obviously not going to be perfect. It will be difficult for any automated system to determine the correct order of such with 100% accuracy, which could see some of the more concerning cases left active for longer than others. But that wouldn’t be much worse than the current situation – and with Facebook factoring in ‘virality’, which, you would assume, considers the potential reach of the post, based on the posting users’ following, history, etc., that could lead to significant improvements.

Facebook has come under significant pressure, in various instances, over its slow response time in addressing potentially harmful content.

Back in May, a ‘Plandemic’ conspiracy-theory video racked up almost 2 million views on Facebook before the company removed it, while in July, Facebook admitted that it “took longer than it should have” to remove another conspiracy-laden video related to COVID-19, which reached 20 million views before Facebook took action.

Maybe, with these new measures in place, Facebook would have given the removal of such content more priority, given the potential for widespread exposure via high-reach Pages and people, while the detection of content based on ‘severity’ could also have significant benefits in addressing the worst kinds of violations that are posted to its network.

Definitely, Facebook’s automated systems have been improving in this respect. In its most recent Community Standards Enforcement Report, Facebook says that 99.5% of its actions relating to violent and graphic content were undertaken before being reported by users.

Facebook content violations

Now, those same detection systems will be used to categorize all moderation reports, and as Facebook’s systems continue to improve, that could see a significant reduction in impact related to concerning material in the app.

In some ways, it seems like Facebook should have always had some form of prioritization like this in place, but it’s possible that its systems simply weren’t capable of filtering such to this level till now. Regardless, now it is able to improve its processes, and that could have major benefits for user safety.

Socialmediatoday.com

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Facebook Could Be Messing With Your Phone. Here’s What We Know

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Facebook Could Be Messing With Your Phone. Here's What We Know

Battery life is one of the most important aspects of smartphone usage — without solid battery life, a phone becomes far less useful. Even worse are instances when a phone’s battery drains faster than expected for no apparent reason, which may result in the user being caught off guard with a dead battery while away from a charger.

That’s the issue that prompted Hayward’s complaint, according to The New York Post, which quotes the data scientist as saying, “I said to the manager, ‘This can harm somebody,’ and she said by harming a few we can help the greater masses.” Hayward was allegedly fired in November 2022 after refusing to engage in the negative testing practices, leading to the lawsuit soon after. The big question is whether this practice — assuming the allegations are accurate — is widespread at Meta. 

If so, what other kinds of negative testing may be taking place without a user’s knowledge, and how might those tests impact their experiences with the company’s products? Hayward claimed that during his time working for the company, Meta gave him a training document that allegedly described types of negative tests that may be conducted — the document was reportedly titled, “How to run thoughtful negative tests.” Unfortunately, specific examples of those tests weren’t provided, and Meta hasn’t commented on the allegations to clarify how its testing practices may impact users, if at all.

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Meta tilldelade forskaren en $27 200 buggpenning för glitch som kringgick Facebook 2FA

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Meta awarded researcher a $27,200 bug bounty for glitch that bypassed Facebook 2FA

Facepalm: Meta recently implemented a centralized login system to make it easier for Instagram, Facebook, and Meta (VR) users to manage their accounts. Unfortunately, in setting up the 2FA system, engineers overlooked a glaring failure regarding attempt limitation.

A freshman security researcher named Gtm Mänôz noticed the bug in July 2022. While looking for his first bug bounty to present at BountyCon 2022, Mänôz started playing around with the Meta Accounts Center interface, which manages all Meta accounts, adding similar functionality as Google’s one-stop login for its various services (YouTube, Gmail, Docs, etc).

He noted that the page allowed users to associate a phone number with their accounts when linking them. Users simply enter their phone number and then the six-digit 2FA code the system sends them. However, Mänôz discovered that if the wrong code is entered, the Account Center just asks the user to reinput it instead of sending a new code.

Furthermore, there was no limit on how many failed attempts one could enter into the verification box. This oversight allowed Mänôz to brute force the 2FA on his own account to associate his phone number with another Facebook profile. The only warning comes after the phone number is stolen in an email from Meta to the victim informing them that it has been linked to another user’s account.

While the harmfulness of this exploit is mainly limited to a bothersome re-establishing of the owner’s phone number, it effectively disables 2FA on the victim’s account, albeit temporarily. Until the target takes action, they are open to password phishing attacks.

“Basically, the highest impact here was revoking anyone’s SMS-based 2FA just knowing the phone number,” Mänôz told TechCrunch.

Mänôz notified Meta of the bug in September, and it patched the vulnerability immediately. A spokesperson said that when Mänôz found the problem, the Meta Accounts Center was still in beta and only available to a small number of users. The representative also noted that Meta’s investigation revealed no spikes in the usage of that feature, indicating that hackers hadn’t exploited it.

Despite the relatively low-treat of the glitch, Meta awarded Mänôz a $27,200 bug bounty. Not too shabby for his first bug hunt.

Meta has stumbled a few times in the last couple of years regarding the login features of its various accounts. In 2021, it caused a mild panic when it logged everyone out of Facebook when reconfiguring the website. Last year, it purposefully locked many users out of their accounts for not enabling “Facebook Protect” by a deadline set by an official Meta email that looked suspiciously like a phishing scam.

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Brandon Smiley, Son Of Rickey Smiley, Dies At 32

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Patch News

ATLANTA, GA — Brandon Smiley, the son of famed comedian and actor Rickey Smiley, died Sunday morning. He was 32.

The comedian made the announcement on social media Sunday, which was followed by a series of tributes Monday.

The cause of death is unknown.

Brandon was featured on Smiley’s Atlanta-based reality show, “Rickey Smiley For Real,” which chronicled the work and family balance of the comedian. The show also featured Smiley’s three other children and his “Rickey Smiley Morning Show” co-hosts. The nationally-syndicated radio show is headquartered in Atlanta.

Smiley is a Birmingham, Alabama native.

“I lost my oldest son #BrandonSmiley this morning,” Smiley said in a Facebook post Sunday. “I’m okay, but please pray for my son’s mother, Brenda, his siblings and his daughter, Storm.”

In a nearly three-and-a-half-minute Facebook Live, Smiley shared the news.

“I hate to announce this, but I want to give it to you before you hear it in the streets,” Smiley said. ” … Life comes with a whole bunch of twists and turns.”

His announcement was followed up by a 2020 stand-up set Brandon performed at the StarDome Comedy Club in Hoover, Alabama and a photo of Smiley with Brandon’s daughter, Storm.

Smiley shared Monday a video of him and Brandon together with the caption, “‘When you a daddy, you a daddy for life.’ #BrandonSmiley #DaddysBoy #DaddyForLife

His latest Facebook Live came around 10 a.m., when an emotional Smiley shared words of gratitude to people who have offered support.

“Losing your child is a terrible nightmare,” Smiley said in the post. “Yesterday was the shock of losing my son, Brandon, but today reality is setting in. Thank you for your thoughts, prayers, kind words, text messages and calls. I really appreciate it.”

Birmingham Mayor Randall Woodfin took to Twitter to share his condolences.

“I’m devastated to hear that my friend @RickeySmiley has lost his son, Brandon. Rickey has given so much to our city; this is the time when we need to give back to him. Join me in wrapping our arms around him and his family during this difficult time. We’re praying for you, Rickey,” Woodfin said in the tweet.



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