I did something similar with someone who was using my site’s donation form to test huge batches of credit cards numbers. I would see hundreds of attempted (and mostly declined) $1 donations start pouring in, and I’d block the IP. A little while later it would restart from another IP. When it became clear they were not giving up easily, I changed tack: instead of blocking them, I would return random success/failure messages at the same rate they were seeing success on previous attempts. I didn’t really try to charge those cards, of course.

I like how this kind of response is very difficult for them to detect when I turn it on, and as a bonus, it pollutes their data. They stopped trying a few days after that.

Thank you very much for the observation about headers. I just looked closer at the bot traffic I'm currently receiving on my small fediverse server and noticed that it's user agents of old Chrome versions but also that the Accept-Language header is never set, which is indeed something that no real Chromium browser would do. So I added a rule to my nginx config to return a 403 to these requests. The amount of these per second seems to have started declining.

    if ($http_user_agent ~* "Chrome/\d{2,3}\.\d+\.\d{2,}\.\d{2,}") {
      set $block 1;
    }
    if ($http_accept_language = "") {
      set $block "${block}1";
    }
    if ($block = "11") {
      return 403;
    }

The vast majority of bots are still failing the header test - we organically arrived at the except same filtering in 2025. The bots followed the exact same progression too. One ip, lie about the user agent, one ASN, multiple ASNs, then lie about everything and use residential IPs, but still botch the headers

In the movie The Imitation Game, the Alan Turing character recognizes that acting 100% of the time gives away to the opposition that you identified them and sets off the next iteration of “cat and mouse”. He comes up with a specific percentage of the time that the Allies should sit on the intelligence and not warn their own people.

If, instead, you only act on a percentage of requests, you can add noise in an insidious way without signaling that you caught them. It will make their job troubleshooting and crafting the next iteration much harder. Also, making the response less predictable is a good idea - throw different HTTP error codes, respond with somewhat inaccurate content, etc

Why do the company names chase away bots? Is it just that you’re destroying their signal because they’re looking for mentions of those brands?

You're right, something like fail2ban or crowdsec would probably be more effective here. Crowdsec has made it apparent to me how much vulnerability probing is done, its a bit shocking for a low-traffic host.

> They aren’t parsing those PHP files, they are using their existence for fingerprinting — they are trying to determine the existence of known vulnerabilities.

So would the natural strategy then be to flag some vulnerability of interest? Either one typically requiring more manual effort (waste their time), or one that is easily automated so as to trap a bot in a honeybot i.e. "you got in, what do next? oh upload all your kit and show how you work? sure" see: the cuckoos egg

It would be such a terrible thing if some LLM scrapers were using those responses to learn more about PHP, especially because of that recent paper pointing out it doesn't take that many data points to poison LLMs.

I do something quite similar with nginx:

  # Nothing to hack around here, I’m just a teapot:
  location ~* \.(?:php|aspx?|jsp|dll|sql|bak)$ { 
      return 418; 
  }
  error_page 418 /418.html;

No hard block, instead reply to bots the funny HTTP 418 code (https://developer.mozilla.org/en-US/docs/Web/HTTP/Reference/...). That makes filtering logs easier.

Live example: https://FreeSolitaire.win/wp-login.php (NB: /wp-login.php is WordPress login URL, and it’s commonly blindly requested by bots searching for weak WordPress installs.)

It's different. I'm fine with someone scraping my website as a good citizen, by identifying themselves in their user-agent string and preferably respecting robots.txt. I'm not, however, fine with tens of requests per second to every possible URL from random IPs I'm receiving right now, all pretending to be different old versions of Chrome.

There's this and that. "How I [i.e. an individual human looking for myself] access your site is irrelevant." and "How I [i.e. an AI company DDOSing (which is illegal in some places btw) trying to maximize profit and offloading cost to you] access your site is irrelevant."

When you get paid big buck to make the world worse for everyone it's really simple forgetting "little details".

I have a side project as an academic that scrape a couple of academic jobs sites in my field and then serve them in static HTML page. It is running using github action and request every 24 hours exactly one time. It is useful for me and a couple of people in my circle. I would consider this to be fine and within the reasonable expectations. Many projects rely on such scenarios and people share them all the time.

It is completely different if I am hitting it looking for WordPress vulnerabilities or scraping content every minute for LLM training material.

To me that's the one of the most depressing developments about AI (which is chock-full of depressing developments): that its mere existence is eroding long-held ethics, not even necessarily out of a lack of commitment but out of practical necessity.

The tech people are all turning against scraping, independent artists are now clamoring for brutal IP crackdowns and Disney-style copyright maximalism (which I never would've predicted just 5 years ago, that crowd used to be staunchly against such things), people everywhere want more attestation and elimination of anonymity now that it's effectively free to make a swarm of convincingly-human misinformation agents, etc.

It's making people worse.

Yeah, I bet they run a regex on the output and if there's no admin logon thingie where they can run exploits or stuff credentials they'll just skip.

So as to battles of efficiency, generating a 4kb bullshit PHP is harder than running a regex.

You could try to get them to run JavaScript, but I'm sure many is them have countermeasures.

"Gzip only provides a compression ratio of a little over 1000: If I want a file that expands to 100 GB, I’ve got to serve a 100 MB asset. Worse, when I tried it, the bots just shrugged it off, with some even coming back for more."

https://maurycyz.com/misc/the_cost_of_trash/#:~:text=throw%2...

Even I, who does not know much, implemented a workaround.

I have a web crawler and I have both scraping byte limit and timeout, so zip bombs dont bother me much.

https://github.com/rumca-js/crawler-buddy

I think garbage blabber would be more effective.

Blocking most of the world's population is one way of reducing malicious traffic

They could be used by AI companies to sabotage each others models

You don't need an LLM for that. There is a link in the article to an approach using Markov chains created from real-world books, but then you'd let the scrapers' LLMs re-enforce their training on those books and not on random garbage.

I would make a list of words from each word class, and a list of sentence structures where each item is a word class. Pick a pseudo-random sentence; for each word class in the sentence, pick a pseudo-random word; output; repeat. That should be pretty simple and fast.

I'd think the most important thing though is to add delays to serving the requests. The purpose is to slow the scrapers down, not to induce demand on your garbage well.

He addresses that. Basically, there are gatekeepers and if you get on the wrong side of them, only manual intervention can save you. And we all know how Google loves providing a human to resolve problems.

> I came to the conclusion that running this can be risky for your website. The main risk is that despite correctly using robots.txt, nofollow, and noindex rules, there's still a chance that Googlebot or other search engines scrapers will scrape the wrong endpoint and determine you're spamming.

That's very expensive.

There's a difference between putting information easily online for your customers or even people in general (eg as a hobby), and working in concert with scraping for greater visibility via search, and giving that work away, or at a cost, to companies who at best don't care and possibly may be competition, see themselves as replacing you or otherwise adversarial.

The line is "I technically and able to do this" and "I am engaging with a system in good faith".

Public parks are just there and I can technically drive up and dump rubbish there and if they didn't want me to they should have installed a gate and sold tickets.

Many scrapers these days are sort of equivalent in that analogy to people starting entire fleets of waste disposal vehicles that all drive to parks to unload, putting strain on park operations and making the parks a less tenable service in general.

The old scrapers indexed your site so you may get traffic. This benefits you.

AI scrapers will plagiarise your work and bring you zero traffic.