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Hornet will be the first of the major gay social networks to let people earn a badge of authenticity. The aim is to give users more confidence that they are talking to a genuine person. But rather than moderators checking ID, the app will use algorithms to decide who gets a badge. So can machine learning solve the problems that persist on dating apps? Anyone who has used a gay dating app will be familiar with fakes.

Catfish profile pics

Hornet will be the first of the major gay social networks to let people earn a badge of authenticity. The aim is to give users more confidence that they are talking to a genuine person. But rather than moderators checking ID, the app will use algorithms to decide who gets a badge.

So can machine learning solve the problems that persist on dating apps? Anyone who has used a gay dating app will be familiar oics fakes. Messages arrive from improbably handsome strangers, often angling for intimate photos or sexy chat.

These so-called catfish profiles use pictures stolen from popular social media stars or adult-film actors. They lure people into conversation, sometimes trying to arrange dates they will never show up for.

In more catfisb cases they try to defraud, blackmail or harm their victims. So why do gay dating apps not offer a "verified" profile badge, like on Instagram or Twitter? It is not that simple. ID checks would create a list of "verified LGBT people" that could be used by those wanting to do harm, including governments.

Catfish profile pics

They would also raise barriers for those exploring their sexuality. If most users chose to verify their profiles, newcomers may find fewer people speak to them if they have not gone through the verification process.

Model discovers identity was used in 43 fake profiles to catfish women

Hornet says its system will not involve checking ID. Prpfile, algorithms will evaluate how people behave on the app over time. Profiles that are judged to be genuine will display a "Hornet badge" as an indicator of trustworthiness.

Catfish profile pics

The company said it catffish not disclose exactly how the algorithm works because that might help catfish work out how to trick the system. But Hornet chief executive Christof Wittig told the BBC: "We look at people and how they earn trust while they interact with the community. It requires people to be authentic and interact.

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The "verification" system will analyse how people use those features, to weigh up whether the activity is consistent with genuine users. Mr Wittig stressed that the algorithm would not look at the contents of private messages. And because many people in countries with anti-LGBT laws do not use a selfie as their catfis picture, the system will not involve any image analysis of profile photos either. Could a catfish profile earn protile "Hornet badge" and add a mark of authenticity to their fake profile?

Catfish profile pics

We are making being a fake profile very costly. They can no longer do it at scale.

Catfish profile pics

The machine learning has much more data to really understand how catfish behave. Mr Wittig said it would not be possible to opt out of the system but he said members would still be able to be discreet about their identity. Scruff told the BBC: "The bigger question is why bad actors continue to proliferate on some platforms, and the answer always comes down to one thing - leadership.

Catfish profile pics

When people misuse our platform, we react swiftly and decisively. Related Topics.

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