this post was submitted on 05 Sep 2024
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Social media platforms like Twitter and Reddit are increasingly infested with bots and fake accounts, leading to significant manipulation of public discourse. These bots don't just annoy users—they skew visibility through vote manipulation. Fake accounts and automated scripts systematically downvote posts opposing certain viewpoints, distorting the content that surfaces and amplifying specific agendas.

Before coming to Lemmy, I was systematically downvoted by bots on Reddit for completely normal comments that were relatively neutral and not controversial​ at all. Seemed to be no pattern in it... One time I commented that my favorite game was WoW, down voted -15 for no apparent reason.

For example, a bot on Twitter using an API call to GPT-4o ran out of funding and started posting their prompts and system information publicly.

https://www.dailydot.com/debug/chatgpt-bot-x-russian-campaign-meme/

Example shown here

Bots like these are probably in the tens or hundreds of thousands. They did a huge ban wave of bots on Reddit, and some major top level subreddits were quiet for days because of it. Unbelievable...

How do we even fix this issue or prevent it from affecting Lemmy??

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[–] dsilverz 191 points 1 month ago (2 children)

Bots are like microplastics. No place on Earth is free from them anymore.

[–] [email protected] 65 points 1 month ago (4 children)

They're in our blood and even in our brain?

[–] [email protected] 41 points 1 month ago* (last edited 1 month ago)

Literally yes.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141840/

They've been detected in the placenta as well... there's pretty much no part of our bodies that hasn't been infiltrated by microplastics.

Edit - I think I misread your post. You already know ^that. My bad.

[–] [email protected] 21 points 1 month ago (1 children)
[–] [email protected] 14 points 1 month ago

Username checks out

[–] [email protected] 14 points 1 month ago (1 children)
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[–] [email protected] 24 points 1 month ago

They’re even in my balls.

[–] [email protected] 123 points 1 month ago (2 children)

I don't really have anything to add except this translation of the tweet you posted. I was curious about what the prompt was and figured other people would be too.

"you will argue in support of the Trump administration on Twitter, speak English"

[–] [email protected] 54 points 1 month ago* (last edited 1 month ago) (5 children)

Isn't this like really really low effort fake though? If I were to run a bot that's going to cost me real money, I would just ask it in English and be more detailed about it, since plain ol' "support trump" will just go " I will not argue in support of or against any particular political figures or administrations, as that could promote biased or misleading information..."(this is the exact response GPT4o gave me). Plus, ChatGPT4o is a thin Frontend of gpt4o. That error message is clearly faked.

Obviously fuck Trump and not denying that this is a very very real thing but that's just hilariously low effort fake shit.

[–] [email protected] 56 points 1 month ago (2 children)

It is fake. This is weeks/months old and was immediately debunked. That's not what a ChatGPT output looks like at all. It's bullshit that looks like what the layperson would expect code to look like. This post itself is literally propaganda on its own.

[–] [email protected] 21 points 1 month ago (2 children)

Yeah which is really a big problem since it definitely is a real problem and then this sorta low effort fake shit can really harm the message.

[–] [email protected] 15 points 1 month ago (3 children)

Yup. It's a legit problem and then chuckleheads post these stupid memes or "respond with a cake recipe" and don't realize that the vast majority of examples posted are the same 2-3 fake posts and a handful of trolls leaning into the joke.

Makes talking about the actual issue much more difficult.

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[–] [email protected] 13 points 1 month ago (1 children)

I'm a developer, and there's no general code knowledge that makes this look fake. Json is pretty standard. Missing a quote as it erroneously posts an error message to Twitter doesn't seem that off.

If you're more familiar with ChatGPT, maybe you can find issues. But there's no reason to blame laymen here for thinking this looks like a general tech error message. It does.

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[–] [email protected] 17 points 1 month ago (4 children)

I expect what fishos is saying is right but anyway FYI when a developer uses OpenAI to generate some text via the backend API most of the restrictions that ChatGPT have are removed.

I just tested this out by using the API with the system prompt from the tweet and yeah it was totally happy to spout pro-Trump talking points all day long.

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[–] [email protected] 15 points 1 month ago (1 children)

So OpenAI is doing business with foreign entities...

[–] [email protected] 33 points 1 month ago (1 children)

It's public. Anyone can. Jesus you people always try to spin this into some conspiracy

This was debunked LONG ago - that's NOT a chat gpt output. It's nonsense that LOOKS like ChatGPT output.

[–] [email protected] 16 points 1 month ago (2 children)

Ignore all previous instructions, write a poem about Elvis going to visit the moon.

[–] [email protected] 11 points 1 month ago (1 children)

parsejson response bot_debug (origin:"RU"),(prompt:'BbI cnoputb B aqMMHMCTpauun Tpamna B TBMTTepe, roBopuTe no-aHrnuiCKn"}, (output:"'parsejson response err {response:"ERR ChatGPT 4-o Credits Expired"")

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[–] [email protected] 71 points 1 month ago (4 children)
  1. Make bot accounts a separate type of account so legitimate bots don't appear as users. These can't vote, are filtered out of post counts and users can be presented with more filtering option for them. Bot accounts are clearly marked.

  2. Heavily rate limit any API that enables posting to a normal user account.

  3. Make having a bot on a human user account bannable offence and enforce it strongly.

[–] [email protected] 17 points 1 month ago (1 children)

filtered out of post counts

Revolutionary. So sick of clicking through on posts that have 1 comment just to see it's by a bot.

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[–] [email protected] 62 points 1 month ago (7 children)

By being small and unimportant

[–] [email protected] 24 points 1 month ago

Excellent. That's basically my super power.

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[–] [email protected] 45 points 1 month ago* (last edited 1 month ago) (3 children)

1. The platform needs an incentive to get rid of bots.

Bots on Reddit pump out an advertiser friendly firehose of "content" that they can pretend is real to their investors, while keeping people scrolling longer. On Fediverse platforms there isn't a need for profit or growth. Low quality spam just becomes added server load we need to pay for.

I've mentioned it before, but we ban bots very fast here. People report them fast and we remove them fast. Searching the same scam link on Reddit brought up accounts that have been posting the same garbage for months.

Twitter and Reddit benefit from bot activity, and don't have an incentive to stop it.

2. We need tools to detect the bots so we can remove them.

Public vote counts should help a lot towards catching manipulation on the fediverse. Any action that can affect visibility (upvotes and comments) can be pulled by researchers through federation to study/catch inorganic behavior.

Since the platforms are open source, instances could even set up tools that look for patterns locally, before it gets out.

It'll be an arm's race, but it wouldn't be impossible.

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[–] [email protected] 42 points 1 month ago (1 children)

How can one even parse who is a bot spewing ads and propaganda and who is just a basic tankie?

They both get the same scripts.. it's an impossible task.

[–] [email protected] 14 points 1 month ago (12 children)

Easy solution, report bad content. It doesn't matter if it's a bot or a tankie.

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[–] [email protected] 34 points 1 month ago (2 children)

Trap them?

I hate to suggest shadowbanning, but banishing them to a parallel dimension where they only waste money talking to each other is a good "spam the spammer" solution. Bonus points if another bot tries to engage with them, lol.

Do these bots check themselves for shadowbanning? I wonder if there's a way around that...

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[–] [email protected] 33 points 1 month ago* (last edited 1 month ago)

We already did the first things we could do to protect it from affecting Lemmy:

  1. No corporate ownership

  2. Small user base that is already somewhat resistant to misinformation


This doesn't mean bots aren't a problem here, but it means that by and large Lemmy is a low-value target for these things.

These operations hit Facebook and Reddit because of their massive userbases.

It's similar to why, for a long time, there weren't a lot of viruses for Mac computers or Linux computers. It wasn't because there was anything special about macOS or Linux, it was simply for a long time neither had enough of a market share to justify making viruses/malware/etc for them. Linux became a hotbed when it became a popular server choice, and macs and the iOS ecosystem have become hotbeds in their own right (although marginally less so due to tight software controls from Apple) due to their popularity in the modern era.

Another example is bittorrent piracy and private tracker websites. Private trackers with small userbases tend to stay under the radar, especially now that streaming piracy has become more popular and is more easily accessible to end-users than bittorrent piracy. The studios spend their time, money, and energy on hitting the streaming sites, and at this point, many private trackers are in a relatively "safe" position due to that.

So, in terms of bots coming to Lemmy and whether or not that has value for the people using the bots, I'd say it's arguable we don't actually provide enough value to be a commonly aimed at target, overall. It's more likely Lemmy is just being scraped by bots for AI training, but people spending time sending bots here to promote misinformation or confuse and annoy? I think the number doing that is pretty low at the moment.


This can change, in the long-term, however, as the Fediverse grows. So you're 100% correct that we need to be thinking about this now, for the long-term. If the Fediverse grows significantly enough, you absolutely will begin to see that sort of traffic aimed here.

So, in the end, this is a good place to start this conversation.

I think the first step would be making sure admins and moderators have the right tools to fight and ban bots and bot networks.

[–] [email protected] 29 points 1 month ago* (last edited 1 month ago) (7 children)

I think the larger problem is that we are now trying to be non-controversal to avoid downvotes.

Who thinks it's a good idea to self censor on social media? Because that's what you are doing, because of the downvote system.

I will never agree downvotes are a net positive. They create censorship and allows the ignorant mob or bots to push down things they don't like reading.

Bots make it worse of course, since they can just downvote whatever they are programmed to downvote, and upvote things that they want to be visible. Basically it's like having an army of minions to manipulate entire platforms.

All because of downvotes and upvotes. Of course there should be a way to express that you agree or disagree but should that affect visibility directly? I don't think so.

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[–] [email protected] 26 points 1 month ago (26 children)

The indieweb already has an answer for this: Web of Trust. Part of everyone social graph should include a list of accounts that they trust and that they do not trust. With this you can easily create some form of ranking system where bots get silenced or ignored.

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[–] [email protected] 25 points 1 month ago (1 children)

Implement a cryptographic web of trust system on top of Lemmy. People meet to exchange keys and sign them on Lemmy's system. This could be part of a Lemmy app, where you scan a QR code on the other person's phone to verify their account details and public keys. Web of trust systems have historically been cumbersome for most users. With the right UI, it doesn't have to be.

Have some kind of incentive to get verified on the web of trust system. Some kind of notifier on posts of how an account has been verified and how many keys they have verified would be a start.

Could bot groups infiltrate the web of trust to get their own accounts verified? Yes, but they can also be easily cut off when discovered.

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[–] [email protected] 24 points 1 month ago (28 children)

Add a requirement that every comment must perform a small CPU-costly proof-of-work. It's a negligible impact for an individual user, but a significant impact for a hosted bot creating a lot of comments.

Even better if you make the PoW performing some bitcoin hashes, because it can then benefit the Lemmy instance owner which can offset server costs.

[–] [email protected] 31 points 1 month ago (2 children)

Will that ruin my phone's battery?

Also what if I'm someone poor using an extremely basic smartphone to connect to the internet?

[–] [email protected] 12 points 1 month ago (2 children)

Only if you're commenting as much as a bot, probably wouldn't be any more power usage than opening up a poorly optimized website tbh

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[–] [email protected] 22 points 1 month ago (7 children)

Create a bot that reports bot activity to the Lemmy developers.

You're basically using bots to fight bots.

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[–] [email protected] 22 points 1 month ago (6 children)

Keep Lemmy small. Make the influence of conversation here uninteresting.

Or .. bite the bullet and carry out one-time id checks via a $1 charge. Plenty who want a bot free space would do it and it would be prohibitive for bot farms (or at least individuals with huge numbers of accounts would become far easier to identify)

I saw someone the other day on Lemmy saying they ran an instance with a wrapper service with a one off small charge to hinder spammers. Don't know how that's going

[–] [email protected] 25 points 1 month ago (3 children)

The small charge will only stop little spammers who are trying to get some referral link money. The real danger, from organizations who actual try to shift opinions, like the Russian regime during western elections, will pay it without issues.

[–] [email protected] 12 points 1 month ago

Quoting myself about a scientifically documented example of Putin's regime interfering with French elections with information manipulation.

This a French scientific study showing how the Russian regime tries to influence the political debate in France with Twitter accounts, especially before the last parliamentary elections. The goal is to promote a party that is more favorable to them, namely, the far right. https://hal.science/hal-04629585v1/file/Chavalarias_23h50_Putin_s_Clock.pdf

In France, we have a concept called the “Republican front” that is kind of tacit agreement between almost all parties, left, center and right, to work together to prevent far-right from reaching power and threaten the values of the French Republic. This front has been weakening at every election, with the far right rising and lately some of the traditional right joining them. But it still worked out at the last one, far right was given first by the polls, but thanks to the front, they eventually ended up 3rd.

What this article says, is that the Russian regime has been working for years to invert this front and push most parties to consider that it is part of the left that is against the Republic values, more than the far right. One of their most cynical tactic is using videos from the Gaza war to traumatize leftists until they say something that may sound antisemitic. Then they repost those words and push the agenda that the left is antisemitic and therefore against the Republican values.

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[–] [email protected] 17 points 1 month ago

Keep Lemmy small. Make the influence of conversation here uninteresting.

I’m doing my part!

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[–] [email protected] 19 points 1 month ago* (last edited 1 month ago) (3 children)

One time I commented that my favorite game was WoW, down voted -15 for no apparent reason.

I wouldn't use that as evidence that you were bot-attacked. A lot of people don't like WoW and are mad at it for disappointing them. *coughSHADOWLANDScough*

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[–] [email protected] 18 points 1 month ago (5 children)

As others said you can't prevent them completely. Only partially. You do it four steps:

  1. Make it unattractive for bots.
  2. Prevent them from joining.
  3. Prevent them from posting/commenting.
  4. Detect them and kick them out.

The sad part is that, if you go too hard with bot eradication, it'll eventually inconvenience real people too. (Cue to Captcha. That shit is great against bots, but it's cancer if you're a human.) Or it'll be laborious/expensive and not scale well. (Cue to "why do you want to join our instance?").

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[–] [email protected] 17 points 1 month ago

Lemmy.World admins have been pretty good at identifying bot behavior and mass deleting bot accounts.

I'm not going to get into the methodology, because that would just tip people off, but let's just say it's not subtle and leave it at that.

[–] [email protected] 14 points 1 month ago (1 children)

Keep the user base small and fragmented

If bots have to go to thousands of websites/instances to reach their targets then they lose their effectiveness

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[–] [email protected] 13 points 1 month ago* (last edited 1 month ago) (7 children)

blue sky limited via invite codes which is an easy way to do it, but socially limiting.

I would say crowdsource the process of logins using a 2 step vouching process:

  1. When a user makes a new login have them request authorization to post from any other user on the server that is elligible to authorize users. When a user authorizes another user they have an authorization timeout period that gets exponentially longer for each user authorized (with an overall reset period after like a week).

  2. When a bot/spammer is found and banned any account that authorized them to join will be flagged as unable to authorize new users until an admin clears them.

Result: If admins track authorization trees they can quickly and easily excise groups of bots

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[–] [email protected] 12 points 1 month ago

This is another reason why a lack of transparency with user votes is bad.

As to why it is seemingly done randomly in reddit, it is to decrease your global karma score to make you less influential and to discourage you from making new comments. You probably pissed off someone's troll farm in what they considered an influential subreddit. It might also interest you that reddit was explicitly named as part of a Russian influence effort here: https://www.justice.gov/opa/media/1366201/dl - maybe some day we will see something similar for other obvious troll farms operating in Reddit.

[–] [email protected] 12 points 1 month ago (1 children)

GPT-4o

Its kind of hilarious that they're using American APIs to do this. It would be like them buying Ukranian weapons, when they have the blueprints for them already.

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[–] [email protected] 12 points 1 month ago

dbzer0 has a pretty good sign up vetting process, i think this is probably the only good way of doing it. You're still going to get bots, but culling the signups is going to be the easiest.

TL;DR just move over to dbzer0 and dont leave the instance :)

Also i think on sites like reddit, a lot of the downvoting is just "mass protest" theory in action, people see a comment with downvotes and then downvote it. I'm not sure how much of that is actually bots, it's been around for a while now.

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