How did this tweet about "digital business cards" from an account with a GAN-generated face pic wind up getting a bunch of retweets from other accounts with GAN-generated faces? #TuesdayShenaniGANs

cc: @ZellaQuixote
Answer: all of the accounts in question are part of a network of accounts that tweet links to blogs and obscure topic-specific news sites and retweet each other. This networks consists of 34 accounts created between June 2019 and March 2021, all with GAN-generated profile pics.
The major facial features (particularly the eyes) are always in the same location on unmodified GAN-generated face pics (at least, so far). This trait becomes obvious when one blends the images together:
This network links a variety of blogs and obscure news sites (which are themselves basically WordPress blogs). The tweets generally wind up with more retweets than likes, as the accounts in the network sometimes retweet each other without liking each other's tweets.
The accounts in this network mostly amplify each other, with each accounts retweeting and/or being retweeted by multiple other accounts in the network. Each account likewise follows multiple other members of the network.
Some tips on identifying GAN-generated faces here:


More info on the use of GAN-generated faces on (mostly) Twitter here:

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More from @conspirator0

Mar 12
It's a Saturday, which is as good a time as any to look at a small network of antivax accounts using GAN-generated face pics (similar to those produced by thispersondoesnotexist.com). #SaturdayShenaniGANs

cc: @ZellaQuixote
This network consists of 12 accounts created in November/December 2021 with GAN-generated profile pics. 8 of the 12 images have a grid of dots superimposed on the GAN-generated face for unknown reasons. The accounts tweet via the Twitter Web App in both Dutch and English.
GAN-generated face pics (so far) have the property that the major facial features (particularly the eyes) are in the same position on each image, regardless of the angle of the head. This becomes apparent when the images are blended together.
Read 6 tweets
Mar 10
Here's an unusual account: @BohuslavAleksan. According to this account's profile, it belongs to a journalist with the @KyivIndependent, but the Kyiv Independent's website contains no mention of "Bohuslav Aleksander" nor any articles by anyone of that name.

cc: @ZellaQuixote ImageImage
Additionally, the vast majority of @BohuslavAleksan's followers are empty accounts created in March 2022. This self-proclaimed "journalist" account has almost no real followers at all. ImageImage
The newly-created empty accounts following @BohuslavAleksan look very similar to a fake follower network that has repeatedly popped up following a variety of cryptocurrency/NFT accounts as well as the occasional US Congressional candidate:
Read 7 tweets
Feb 18
It's a day that end in "y", and a bunch of accounts with GAN-generated face pics are having "conversations" with each other about a game called "TheUnfettered" that apparently involves both NFTs and the Metaverse. #FridayShenaniGANs

cc: @ZellaQuixote Image
These accounts are part of a network of 23 accounts with GAN-generated profile pics that (at least for the last year) tweet exclusively via the Twitter Web App. Most were created August 2020 or later, but six were made in 2011 and have old tweets sent via a variety of apps. ImageImageImageImage
Unmodified GAN-generated face pics (at least so far) have the telltale trait that the major facial features are in the same position on every image. This becomes evident when we blend the profile images of the 23 accounts in the network.
Read 6 tweets
Feb 15
#CanadaHasFallen is trending, and one of the more popular tweets is from an account with a GAN-generated profile pic: @youspecialagent, permanent ID 1277275248400969731.

cc: @ZellaQuixote
Despite having only ~4500 followers, @youspecialagent's tweets featuring various hashtags opposing "vaccine passports" have repeatedly gone viral.
Over 1000 of @youspecialagent's followers appear to have been gained by posting a single followback tweet containing an anti-"vaccine passport" hashtag. A bunch of accounts replied to the tweet with the hashtag in question, spreading the hashtag further.
Read 7 tweets
Feb 11
It's February, and a group of accounts with GAN-generated profile pics are tweeting identical "Merry Christmas" tweets promoting some kind of NFT giveaway.

(GAN = "generative adversarial network", the AI technique used by thispersondoesnotexist.com to produce fake faces)
These accounts are part of a spam network consisting of (at least) 6105 accounts created in February 2022, mostly in large batches. All have GAN-generated profile pics. The same names are reused across accounts - the 6105 accounts only have 25 unique first names between them.
The GAN-generated face pics produced by tools like thispersondoesnotexist.com have the telltale trait that the major facial features (particularly the eyes) are in the same position on every image. This becomes obvious when the images are blended together.
Read 9 tweets
Feb 4
The 2022 #WinterOlympics are underway, and spammy networks such as this group of accounts with anime avatars tweeting about the "pokesperson of Chinese Embassy in the US" are taking an interest in the occasion.

cc: @ZellaQuixote Image
These tweets were posted by a network consisting of (at least) 152 similarly-named accounts created in batches between September 2021 and January 2022. All tweet (allegedly) via either the Twitter Web App or Twitter for Android, and all have few or no followers or followees. ImageImageImage
Many of the tweets posted by this network are duplicated on multiple accounts. The main theme is denial of human rights abuses against Uyghurs, with "feel-good" content about Xinjiang thrown in. The network frequently uses Olympic hashtags (#WinterOlympics, #Beijing2022, etc). ImageImage
Read 7 tweets

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