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How AI Tracked 95,000 Crypto ‘Free Giveaway’ Schemes

August 12, 2023
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Crypto and Twitter scams have met their digital match as a crew of researchers hailing from San Diego State College in California unveils an ingenious synthetic intelligence (AI) device. 

Crafted with precision, this revolutionary system, which they name GiveawayScamHunter, is able to ferreting out, monitoring, and laying naked the intricate internet of free cryptocurrency giveaway scams sprawling throughout the social media platform X (previously Twitter). 

Over the course of a 12 months – spanning from June 2022 to June 2023 – this automated sentinel unearthed a staggering 95,111 rip-off lists, all meticulously concocted from the community of 87,617 accounts nestled inside the folds of the social community.

Twitter Rip-off: Unearthing The Trove Of Deception

With a pioneering method, the crew harnessed the facility of pure language processing, coaching a specialised device on information culled from beforehand recognized cryptocurrency giveaway scams. By doing so, they managed to sift via the labyrinth of data to pinpoint lists particularly linked to giveaway scams.

Using the adept GiveawayScamHunter, the researchers executed autonomous information extraction, deftly uncovering web site and pockets addresses intertwined with the scams.

This meticulous course of bore fruit, yielding a haul of 327 rip-off giveaway web domains and a trove of 121 beforehand unreported scam-associated cryptocurrency pockets addresses.

Bitcoin stays within the $29K territory. Chart: TradingView.com

Underlining the efficacy of their methodology, the researchers efficiently unearthed almost 100,000 situations of giveaway rip-off lists. This concerted effort not solely unveiled the magnitude of the difficulty but additionally offered the means to compile essential information on beforehand obscured rip-off web sites and wallets, enhancing the continuing struggle towards the burgeoning menace of cryptocurrency giveaway scams.

Bridging The Hole In Cryptocurrency Safety

The researchers not solely quantified the colossal scale of the difficulty but additionally launched into a broader mission. Their findings, together with the implicated accounts, domains, and pockets addresses, have been shared with each X and the vigilant crypto neighborhood.

But, amidst their efforts, a disheartening reality emerged from the shadows of the Twitter rip-off: a staggering 44% of the implicated accounts endured of their malicious endeavors as of August 10.

In keeping with the printed paper, the researchers harnessed a path of transactions linked to the rip-off cryptocurrency addresses. This path led to a grim revelation—over 365 victims had fallen prey to the nefarious scheme, leading to a heart-wrenching monetary loss estimated at nearly one million {dollars}.

With this trailblazing analysis, the crew has not solely uncovered the scope of the menace but additionally highlighted the continuing urgency to fortify the cryptocurrency panorama towards the relentless tide of giveaway scams.

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