AI System Exposes Cryptocurrency Giveaway Scam on X Social Network

In a groundbreaking study, researchers at San Diego State University harnessed the power of artificial intelligence to uncover one of the newest online threats: cryptocurrency giveaway scams on the X social network (formerly known as Twitter).

Introducing Giveaway ScamHunter

Dubbed GiveawayScamHunter, the innovative AI system scoured X’s vast digital landscape carefully. Over a period of more than a year, from June 2022 to June 2023, the tool uncovered a staggering 95,111 scam listings. These deceptive lists originate from 87,617 different accounts on X.

The system automatically extracts key data – specific websites and wallet addresses associated with these scams. The results are remarkable. The researchers collected 327 scam-related Internet domain names and 121 previously unidentified scam-focused cryptocurrency wallet addresses.

But how have these scams increased on a massive scale? The researchers pinpointed an unsuspecting culprit: Twitter lists. Due to its openness, this feature serves as a safe haven for cybercriminals, giving them an easy way to plot nefarious activities.

Train AI to sniff out giveaway scams

The team armed a natural language processing tool with data from earlier detections of giveaway scams to distinguish genuine products from fraudulent ones. This approach proved invaluable, helping them identify nearly 100,000 suspicious listings. This therefore facilitates the accumulation of critical data on many hitherto unknown scam sites and wallets.

The data collected allowed researchers to get to the heart of these scams. They identified the tactics used by the scammers, their targeting patterns, and even the potential number of unsuspecting victims during the study period. As highlighted in their research paper:

“By monitoring scam cryptocurrency transactions, 365 people were found to have fallen victim to these scams, resulting in an estimated $872,000 in financial losses.”

CALL FOR COOPERATIVE ACTION

After collating their findings, the researchers moved quickly. They reported the associated accounts, domains, and wallet addresses to X and the larger cryptocurrency/blockchain fraternity.

However, worrying statistics emerge from their paper. As of information published on August 10, 43.9% of these reported accounts are still active. However, it’s worth noting that many of these may be dormant spam accounts.

As the digital age evolves, cyber threats have become more sophisticated. Groundbreaking research from San Diego State University highlights the critical need for continued vigilance. Unfortunately, cryptocurrency giveaway scams are not going away for some time to come.