One of the accounts that @DrunkAlexJones was forced to follow by the "Round Year Fun" app is @drago1171, an account created in 2009 with a GAN-generated face pic that follows several other old accounts with GAN-generated face pics. #SaturdayShenaniGANs
By recursively exploring the followers/followees of these accounts, we found a network of 54 accounts created in 2009 or 2010 with GAN-generated faces. All were dormant from late 2012 until April 2021, when all 54 began tweeting via the Twitter Web App.
Here's an animated visualization of blending all 54 profile pics together, showing the identical facial feature placement that is a fingerprint of GAN-generated pics such as those created by thispersondoesnotexist.com. (GAN = "generative adversarial network", the AI technique used.)
Almost all of this network's recent tweet content is retweets, quote tweets, or replies. The accounts being retweeted/quote tweeted/replied to are mostly large cryptocurrency-themed accounts.
All of the accounts in this network have follow relationships with at least one other member of the network, with most followed by and following multiple other accounts in the network.
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PSA: These "fun" apps from roundyear(dot)fun ("My Twitter Family" etc) have a downside: they gain near-total control of your account and (at the very least) use it to follow other accounts without your knowledge. #FunAllYearRoundUntilYourAccountGetsCompromised
We had @DrunkAlexJones test some of the Round Year Fun apps. The list of permissions the apps request is extensive and encompasses pretty much every action one could possibly take with one's Twitter account. The apps produced the expected "My Twitter Crush" etc tweets.
These eight accounts were all created on either February 18th or February 21st, 2021. Thus far, they have tweeted very little (only 58 tweets), and have sent all their tweets via the Twitter Android app. Two of them (@An_mal12 and @An_mal14) currently have identical biographies.
The majority of these accounts' tweets so far are extremely brief replies to each other (and sometimes replies to each other's replies to each other, and so on). They have also posted a few follower growth tweets, including retweets of a tweet that contains a likely malware link.
This botnet is comprised of 4959 accounts created between January 7th and January 28th, 2016 (with a mid-month break). All of them follow between 35 and 40 accounts, and have never liked a tweet. Account names consist of English first names followed by four random letters.
This network only uses 23 unique profile pictures (22 photos and the default pic) across 4959 accounts, resulting in each non-default pic appearing on over 200 accounts. Reverse image searches indicate that the same images may have been used for spam networks on Facebook as well.
None of these cats exist. All are GAN-generated images obtained from thiscatdoesnotexist.com. Can we come up with a way to detect GAN-generated cat pics? #CaturdayShenaniGANs
(GAN = "generative adversarial network", the AI technique used to create the images)
For this project, we used the following datasets (all images 512x512):
• 2000 GAN-generated cats from thiscatdoesnotexist.com
• 1195 real cat faces, cropped from images at kaggle.com/crawford/cat-d…
• a test set of 1000 GAN-generated and 1000 real cats (same sources as above)
Unlike the GAN-generated human face pics provided by thispersondoesnotexist.com etc, the placement of the major facial features on the GAN-generated cat pics from thiscatdoesnotexist.com varies from image to image. There are other anomalies in the fake cat pics, however. . .
Do you want to pay complete strangers on the Internet (whose qualifications and skills you know nothing about) to do your homework for you? There's a spam network for that. #FridayFeeling
By searching for the repeated "Hire us to do your <list of homework topics>" tweets shown in the previous collage and exploring the networks of the resulting accounts, we found 300 accounts posting repetitive tweets offering homework/essay writing services for hire.
The accounts in the network (allegedly) send the majority of their tweets via the Twitter Android app, although a number of other apps show up as well. Most tweets are either original tweets or replies (very few retweets or quote tweets).
Is astroturfing with HootSuite still a thing in April 2021? It sure looks that way - we found a network (or possibly two networks) using HootSuite for synchronized retweets, which the accounts then undo after a few hours. #Lobsterfest
First, here's a thread with some background on tweetdecking, the form of astroturfing this network engages in, which involves groups of accounts that retweet the same tweets at the same time, and then undo their retweets after the tweets go viral.
We found 28 accounts that appear to be using the Hootsuite app for astroturfing. We found two separate groups (each amplifying its own lineup of tweets), one consisting of 18 accounts and one consisting of 10 accounts. The larger group appears to undo their retweets more quickly.