I got into the self-hosting scene this year when I wanted to start up my own website run on old recycled thinkpad. A lot of time was spent learning about ufw, reverse proxies, header security hardening, fail2ban.
Despite all that I still had a problem with bots knocking on my ports spamming my logs. I tried some hackery getting fail2ban to read caddy logs but that didnt work for me. I nearly considered giving up and going with cloudflare like half the internet does. But my stubbornness for open source self hosting and the recent cloudflare outages this year have encouraged trying alternatives.

Coinciding with that has been an increase in exposure to seeing this thing in the places I frequent like codeberg. This is Anubis, a proxy type firewall that forces the browser client to do a proof-of-work security check and some other nice clever things to stop bots from knocking. I got interested and started thinking about beefing up security.
I’m here to tell you to try it if you have a public facing site and want to break away from cloudflare It was VERY easy to install and configure with caddyfile on a debian distro with systemctl. In an hour its filtered multiple bots and so far it seems the knocks have slowed down.
My botspam woes have seemingly been seriously mitigated if not completely eradicated. I’m very happy with tonights little security upgrade project that took no more than an hour of my time to install and read through documentation. Current chain is caddy reverse proxy -> points to Anubis -> points to services
Good place to start for install is here
Yeah im not gonna use this anime stuff
The creator is active on a professional slack I’m on and they’re lovely and receptive to user feedback. Their tool is very popular in the online archives/cultural heritage scene (we combine small budgets and juicy, juicy data).
My site has enabled js-free screening when the site load is low, under the theory that if the site load is too high then no one’s getting in anyway.
I don’t think you have a usecase for Anubis.
Anubis is mainly aimed against bad AI scrappers and some ddos mitigation if you have a heavy service.
You are getting hit exactly the same, anubis doesn’t put up a block list or anything. It just put itself in front of the service. The load on your server and the risk you take it’s very similar anubis or not anubis here. Most bots are not AI scrappers they are just proving. So the hit on your server is the same.
What you want is to properly set up fail2ban or, even better, crowdsec. That would actually block and ban bots that try to prove your server.
If you are just self-hosting with Anubis the only thing you are doing is deriving the log noise towards Anubis logs and making your devices do a PoW every once in a while when you want to use your services.
Being honest I don’t know what you are self hosting. But at least it’s something that’s going to get ddos or AI scrapped, there’s not much point with Anubis.
Also Anubis is not a substitute for fail2ban or crowdsec. You need something to detect and ban brute force attacks. If not the attacker would only need to execute the anubis challenge get the token for the week and then they are free to attack your services as they like.
Maybe you know the answer to my question:
If I’d want to use any app that doesnt run in a webbrowser (e.g. the native jellyfin app), how would that work? Does it still work then?Honestly im not a big fan of anubis . it fucks users with slow devices
Did i forgot to mention it doesnt work without js that i keep disabled
Kinda sucks how it makes websites inaccessible to folks who have to disable JavaScript for security.
there’s a fork that has non-js checks. I don’t remember the name but maybe that’s what should be made more known
Please share if you know.
The only way I know how to do this is running a Tor Onion Service, since the tor protocol has built-in pow support (without js)
ps: I was wrong it’s not a fork, but a different thing doing the same and more
It’s this one: https://git.gammaspectra.live/git/go-away
the project name is a bit unfortunate to show for users, maybe change that if you will use it.
some known privacy services use it too, including the invidious at nadeko.net, so you can check there how it works. It’s one of the most popular inv servers so I guess it cannot be bad, and they use multiple kinds of checks for each visitor
I kinda sucks how AI scrapers make websites inaccessible to everyone 🙄
Not if the admin has a cache. It’s not a difficult problem for most websites
You clearly don’t know what you are talking about.
Lol I’m the sysadmin for many sites that doesn’t have these issues, so obviously I do…
It you’re the one that thinks you need this trash pow fronting for a static site, then clearly you’re the one who is ignorant
Obviously I don’t think you need Anubis for a static site. And if that is what your admin experience is limited too, than you have a strong case of dunning krueger.
yes, please be mindful when using cloudflare. with them you’re possibly inviting in a much much bigger problem
Great article, but I disagree about WAFs.
Try to secure a nonprofit’s web infrastructure with as 1 IT guy and no budget for devs or security.
It would be nice if we could update servers constantly and patch unmaintained code, but sometimes you just need to front it with something that plugs those holes until you have the capacity to do updates.
But 100% the WAF should be run locally, not a MiTM from evil US corp in bed with DHS.
Inspired by this post I spent a couple of hours today trying to set this up on my toy server, only to immediately run into what seems to be a bug where
<video>tags loading a simple WebM video from right next to index.html broke because the media response got Anubis’s HTML bot check instead of media.I suppose my use-case was just too complicated.
getting fail2ban to read caddy logs
You should look into wazuh
Seems like they already have a working solution now.
sure, but they have to maintain it.
Wazuh ships with rules that are maintained by wazuh. Less code rot.
At the time of commenting, this post is 8h old. I read all the top comments, many of them critical of Anubis.
I run a small website and don’t have problems with bots. Of course I know what a DDOS is - maybe that’s the only use case where something like Anubis would help, instead of the strictly server-side solution I deploy?
I use CrowdSec (it seems to work with caddy btw). It took a little setting up, but it does the job.
(I think it’s quite similar to fail2ban in what it does, plus community-updated blocklists)Am I missing something here? Why wouldn’t that be enough? Why do I need to heckle my visitors?
Despite all that I still had a problem with bots knocking on my ports spamming my logs.
By the time Anubis gets to work, the knocking already happened so I don’t really understand this argument.
If the system is set up to reject a certain type of requests, these are microsecond transactions of no (DDOS exception) harm.
You are right. For most self-hosting usecases anubis is not only irrelevant, but it actually works against you. False sense of security and making your devices do extra work for nothing.
Anubis is though for public facing services that may get ddos or AI scrapped by some not targeted bot (for a target bot it’s trivial to get over Anubis in order to scrap).
And it’s never a substitute of crowdsec or fail2ban. Getting an Anubis token it’s just a matter of executing the PoW challenge. You still need a way to detect and ban malicious attacks.
AI scraping is a massive issue for specific types of websites, such as git forges, wikis and to a lesser extend Lemmy etc, that rely on complex database operations that can not be easily cached. Unless you massively overprovision your infrastructure these web-applications come to a grinding halt by constantly maxing out the available CPU power.
The vast majority of the critical commenters here seem to talk from a point of total ignorance about this, or assume operators of such web applications have time for hyperviligance to constantly monitor and manually block AI scrapers (that do their best to circumvent more basic blocks). The realistic options for such operators are right now: Anubis (or similar), Cloudflare or shutting down their servers. Of these Anubis is clearly the least bad option.
I also used CrowdSec for almost a year, but as AI scrapers became more aggressive, CrowdSec alone wasn’t enough. The scrapers used distributed IP ranges and spoofed user agents, making them hard to detect and costing my Forgejo instance a lot in expensive routes. I tried custom CrowdSec rules but hit its limits.
Then I discovered Anubis. It’s been an excellent complement to CrowdSec — I now run both. In my experience they work very well together, so the question isn’t “A or B?” but rather “How can I combine them, if needed?”
With varnish and wazuh, I’ve never had a need for Anubis.
My first recommendation for anyone struggling with bots is to fix their cache.
If crowdsec works for you thats great but also its a corporate product whos premium sub tier starts at 900$/month not exactly a pure self hosted solution.
I’m not a hypernerd, still figuring all this out among the myriad of possible solutions with different complexity and setup times. All the self hosters in my internet circle started adopting anubis so I wanted to try it. Anubis was relatively plug and play with prebuilt packages and great install guide documentation.
Allow me to expand on the problem I was having. It wasnt just that I was getting a knock or two, its that I was getting 40 knocks every few seconds scraping every page and searching for a bunch that didnt exist that would allow exploit points in unsecured production vps systems.
On a computational level the constant network activity of bytes from webpage, zip files and images downloaded from scrapers pollutes traffic. Anubis stops this by trapping them in a landing page that transmits very little information from the server side. By traping the bot in an Anubis page which spams that 40 times on a single open connection before it gives up, it reduces overall network activity/ data transfered which is often billed as a metered thing as well as the logs.
And this isnt all or nothing. You don’t have to pester all your visitors, only those with sketchy clients. Anubis uses a weighted priority which grades how legit a browser client is. Most regular connections get through without triggering, weird connections get various grades of checks by how sketchy they are. Some checks dont require proof of work or JavaScript.
On a psychological level it gives me a bit of relief knowing that the bots are getting properly sinkholed and I’m punishing/wasting the compute of some asshole trying to find exploits my system to expand their botnet. And a bit of pride knowing I did this myself on my own hardware without having to cop out to a corporate product.
Its nice that people of different skill levels and philosophies have options to work with. One tool can often complement another too. Anubis worked for what I wanted, filtering out bots from wasting network bandwith and giving me peace of mind where before I had no protection. All while not being noticeable for most people because I have the ability to configure it to not heckle every client every 5 minutes like some sites want to do.
If crowdsec works for you thats great but also its a corporate product
It’s also fully FLOSS with dozens of contributors (not to speak of the community-driven blocklists). If they make money with it, great.
not exactly a pure self hosted solution.
Why? I host it, I run it. It’s even in Debian Stable repos, but I choose their own more up-to-date ones.
Allow me to expand on the problem I was having. It wasnt just that I was getting a knock or two, its that I was getting 40 knocks every few seconds scraping every page and searching for a bunch that didnt exist that would allow exploit points in unsecured production vps systems.
- Again, a properly set up WAF will deal with this pronto
- You should not have exploit points in unsecured production systems, full stop.
On a computational level the constant network activity of bytes from webpage, zip files and images downloaded from scrapers pollutes traffic. Anubis stops this by trapping them in a landing page that transmits very little information from the server side.
- And instead you leave the computations to your clients. Which becomes a problem on slow hardware.
- Again, with a properly set up WAF there’s no “traffic pollution” or “downloading of zip files”.
Anubis uses a weighted priority which grades how legit a browser client is.
And apart from the user agent and a few other responses, all of which are easily spoofed, this means “do some javascript stuff on the local client” (there’s a link to an article here somewhere that explains this well) which will eat resources on the client’s machine, which becomes a real pita on e.g. smartphones.
Also, I use one of those less-than-legit, weird and non-regular browsers, and I am being punished by tools like this.
why? I run it.
Mmm how to say this. i suppose what I’m getting at is like a philosophy of development and known behaviors of corporate products.
So, here’s what I understand about crowdsec. Its essentially like a centralized collection of continuously updated iptable rules and botscanning detectors that clients install locally.
In a way its crowd sourcing is like a centralized mesh network each client is a scanner node which phones home threat data to the corporate home which updates that.
Notice the optimal word, centralized. The company owns that central home and its their proprietary black box to do what they want with. And so you know what for profit companies like to do to their services over time? Enshittify them by
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adding subscription tier price models
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putting once free features behind paywalls,
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change data sharing requirements as a condition for free access
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restricting free api access tighter and tighter to encourage paid tiers,
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making paid tiers cost more to do less.
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Intentionally ruining features in one service to drive power users to use a different.
They can and do use these tactics to drive up profit or reduce overhead once a critical mass has been reached. I do not expect alturism and respect for usersfrom corporations, I expect bean counters using alturism as a vehicle to attract users in the growing phase and then flip the switch in their tos to go full penny pinching once they’re too big to fail.
Crowdsecs pricing updates from last year
CrowdSec updated pricing policy
Hi everyone,
Our former pricing model led to some incomprehensions and was sub-optimal for some use-cases.
We remade it entirely here. As a quick note, in the former model, one never had to pay $2.5K to get premium blocklists. This was Support for Enterprise, which we poorly explained. Premium blocklists were and are still available from the premium SaaS plan, accessible directly from the SaaS console.
Here are the updates:
Security Engine: All its embedded features (IDS, IPS and WAF) were, are and will remain free.
SAAS: The free plan offers up to three silver-grade blocklists (on top of receiving IP related to signals your security engines share). Premium plans can use any free, premium and gold-grade blocklists. Previously, we had a premium and an enterprise plan with more features. All features are now merged into a unique SaaS enterprise plan. The one starting at $31/month. As before, those are available directly from the SaaS console page: https://app.crowdsec.net/
SUPPORT: The $2.5K (which were mostly support for Enterprise) are now becoming optional. Instead, a client can contract $1K for Emergency bug & security fixes and $1K for support if they want to.
BLOCKLISTS: Very specific (country targeted, industry targeted, stack targeted, etc.) or AI-enhanced are now nested in a different offer named “Platinum blocklists subscription”. You can subscribe to them, regardless of whether you use the FOSS Security Engine or not. They can be joined, tuned, and injected directly into most firewalls with regular automatic remote updates of their content. As long as you do not resell them (meaning you are the final client), you can use the subscription in any part of your company.
CTI DATA: They can be consumed through API keys with associated quotas. These are affordable and intended for use in tools like OpenCTI, MISP, The Hive, Xsoar, etc. Costs are in the range of hundreds of dollars per month. The Full CTI database can also be locally replicated at your place and constantly synced for deltas. Those are the largest plans we have, and they are usually destined to L/XL enterprises, governmental bodies, OEM & hardware vendors.
Safer together.
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Comments Section
u/ShroomShroomBeepBeep avatar
ShroomShroomBeepBeep
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1y agoWhilst I’m pleased to see it made clearer, £290 a year for each security engine is still far too expensive for me to consider it.
2
u/GuitarEven avatar
GuitarEven
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1y agoWe get that £290 is too high for individual home labs. Those offers are made for companies.
Free tier features should cover homelabs correctly.Features that are oriented for enterprise clients.
If a company cannot invest $300 yearly in its security, no judgment and the free tier will still be very helpful until it recovers some budget margins to strengthen its security posture.
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[deleted]
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1y agoAny idea why we dont have any good free / freemium (max $5 per month) app yet. Reason am asking - adguard, urigin etc had filters which matches js/domains and filters them out. Same logic can be applied atleast for the ip lists - so that these ips cann be added to iptables to block. A lot of things are easy to make. The tough ones are things like scenarios and may be ssh bw etc. I wonder why no real competition.
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u/GuitarEven avatar
GuitarEven
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1y agohi u/ElizabethThomas44
Well you actually do. To date, for free, you get:
- the security engine (IDS/IPS/WAF)
- all scenarios
- the blocklist of IPs you are participating to detect when you use scenarios and share signals
- the free tier of the console
The IPs you automatically get for free are already added to your nftables or iptables using the related remediation component.
<TL/DR> You already have it.
(damn, personal reddit account, sorry, this is Philippe@CrowdSec)
4At the end of the day its not the thousands of anonymous users contributing their logs or Foss voulenteers on git getting a quarterly payout. They’re the product and free compute + live action pen testing ginnea pigs, no matter what PR they spin saying how much they care about the security of the plebs using their network for free.
Its always about maximizing the money with these people your security can get fucked if they dont get some use out of you. Expect at some point the tos will change so that anonymized data sharing is no longer an option for free tier.
What happens if the company goes bankrupt? Does it just stop working when their central servers shut down? Does their open source security have the possibility of being forked and run from local servers?
It doesnt have to be like this. Peer to peer Decentralized mesh networks like YaCy already show its possible for a crowdsourced network of users can all contribute to an open database. Something that can be completely run as a local Node which federates and updates the information in global node. Something like it that updates a global iptables is already a step in the right direction. In that theoretical system there is no central monopoly its like the fediverse everyone contributes to hosting the global network as a mesh which altruistic hobbyist can contribute free compute to on their own terms.
https://github.com/yacy/yacy_search_server
I"I dont see anything wrong with people getting paid" is something I see often on discussions. Theres nothing wrong with people who do work and make contributions getting paid. What’s wrong is it isnt the open source community on github or the users contributing their precious data getting paid, its a for profit centralized monopoly that controls access to the network which the open source community built for free out of alturism.
The pattern is nearly always the same. The thing that once worked well and which you relied on gets slowly worse each ToS update, while their pricing inches just a dollar higher each quarter, and you get less and less control over how you get to use their product. Its pattern recognition.
The only solution is to cut the head off the snake. If I can’t fully host all of the components, see the source code of the mechanisms at all layers, own a local copy of the global database, then its not really mine.
Again, it’s a philosophy thing. Its very easy to look at all that, shrug, and go “whatever not my problem I’ll just switch If it becomes an issue”. But the problem festers the longer its ignored or enabled for convinence. The community needs to truly own the services they run on every level, it has to be open, and for profit bean counters can’t be part of the equation especially for hosting. There are homelab hobbyist out there who will happily eat cents on a electric bill to serve an open service to a community, get 10,000 of them on a truly open source decentralized mesh network and you can accomplish great things without fear of being the product.
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I don’t mind Anubis but the challenge page shouldn’t really load an image. It’s wasting extra bandwidth for nothing.
Just parse the challenge and move on.
Afaik, you can set it up not to have any image, or have any other one.
It’s actually a brilliant monetization model. If you want to use it as is, it’s free, even for large corporate clients.
If you want to get rid of the puppygirls though, that’s when you have to pay.
It’s open source, so you could always just patch it without paying too. But you should support the maintainers if you think they deserve it.
It’s a palette of 10 colours. I would guess it uses an indexed colorspace, reducing the size to a minimum.
edit: 28 KB on diskA HTTP get request is a few hundred bytes. The response is 28KB. Thats 280x. If a large botnet wanted to denial of service an Anubis protected site, requesting that image could be enough.
Ideally, Anubis should serve as little data as possible until the POW is completed. Caching the POW algorithm (and the image) to a CDN would also mitigate the issue.
The whole point of Anubis is to not have to go through a CDN to sustain scrapping botnets
I dunno that is true, nothing in the docs indicates that it is explicitly anti-CDN. And using a CDN for a static javascript resource and an image isn’t the same as running the entire site through a CDN proxy.
Anubis is an elegant solution to the ai bot scraper issue, I just wish the solution to everything wasn’t just spending compute everywhere. In a world where we need to rethink our energy consumption and generation, even on clients, this is a stupid use of computing power.
We have memory hard cryptographic functions
It also doesn’t function without JavaScript. If you’re security or privacy conscious chances are not zero that you have JS disabled, in which case this presents a roadblock.
On the flip side of things, if you are a creator and you’d prefer to not make use of JS (there’s dozens of us) then forcing people to go through a JS “security check” feels kind of shit. The alternative is to just take the hammering, and that feels just as bad.
No hate on Anubis. Quite the opposite, really. It just sucks that we need it.
This is why we need these sites to have .onions. Tor Browser has a PoW that doesn’t require js
Theres a compute option that doesnt require javascript. The responsibility lays on site owners to properly configure IMO, though you can make the argument its not default I guess.
https://anubis.techaro.lol/docs/admin/configuration/challenges/metarefresh
From docs on Meta Refresh Method
Meta Refresh (No JavaScript)
The
metarefreshchallenge sends a browser a much simpler challenge that makes it refresh the page after a set period of time. This enables clients to pass challenges without executing JavaScript.To use it in your Anubis configuration:
# Generic catchall rule - name: generic-browser user_agent_regex: >- Mozilla|Opera action: CHALLENGE challenge: difficulty: 1 # Number of seconds to wait before refreshing the page algorithm: metarefresh # Specify a non-JS challenge methodThis is not enabled by default while this method is tested and its false positive rate is ascertained. Many modern scrapers use headless Google Chrome, so this will have a much higher false positive rate.
Yeah I actually use the noscript extension and i refuse to just whitelist certain sites unless I’m very certain I trust them.
I run into Anubis checks all the time and while I appreciate the software, having to consistently temporarily whitelist these sites does get cumbersome at times. I hope they make this noJS implementation the default soon.
Wait, you keep temporarily allowing then over and over again? Why temporary?
Sincerely,
Another NoScript fan
This is news to me! Thanks for enlightening me!
if you are a creator and you’d prefer to not make use of JS (there’s dozens of us) then forcing people to go through a JS “security check” feels kind of shit. The alternative is to just take the hammering, and that feels just as bad.
I’m with you here. I come from an older time on the Internet. I’m not much of a creator, but I do have websites, and unlike many self-hosters I think, in the spirit of the internet, they should be open to the public as a matter of principle, not cowering away for my own private use behind some encrypted VPN. I want it to be shared. Sometimes that means taking a hammering. It’s fine. It’s nothing that’s going to end the world if it goes down or goes away, and I try not to make a habit of being so irritating that anyone would have much legitimate reason to target me.
I don’t like any of these sort of protections that put the burden onto legitimate users. I get that’s the reality we live in, but I reject that reality, and substitute my own. I understand that some people need to be able to block that sort of traffic to be able to limit and justify the very real costs of providing services for free on the Internet and Anubis does its job for that. But I’m not one of those people. It has yet to cost me a cent above what I have already decided to pay, and until it does, I have the freedom to adhere to my principles on this.
To paraphrase another great movie: Why should any legitimate user be inconvenienced when the bots are the ones who suck. I refuse to punish the wrong party.
I feel comfortable hating on Anubis for this. The compute cost per validation is vanishingly small to someone with the existing budget to run a cloud scraping farm, it’s just another cost of doing business.
The cost to actual users though, particularly to lower income segments who may not have compute power to spare, is annoyingly large. There are plenty of complaints out there about Anubis being painfully slow on old or underpowered devices.
Some of us do actually prefer to use the internet minus JS, too.
Plus the minor irritation of having anime catgirls suddenly be a part of my daily browsing.
Imagine friends seeing catgirl on your browser and now you have to explain it to them who has zero knowledge in it
What would you propose as an alternative?
There’s a caddy config out there that works as well as Anubis without the catgirls and mining: https://fxgn.dev/blog/anubis/
Not having catgirls is def a con
No numbers, no testimonials, or even anecdotes… “It works, trust me bro” is not exactly convincing.
That blog post is fundamentally misunderstanding what Anubis actually does.
deleted by creator
Scarcity is what powers this type of challenge: you have to prove you spent a certain amount of electricity in exchange for access to the site, and because electricity isn’t free, this imposes a dollar cost on bots.
You could skip the detour through hashes/electricity and do something with a proof-of-stake cryptocurrency, and just pay for access. The site owner actually gets compensated instead of burning dead dinosaurs.
Obviously there are practical roadblocks to this today that a JavaScript proof-of-work challenge doesn’t face, but longer term…
You could skip the detour through hashes/electricity and do something with a proof-of-stake cryptocurrency, and just pay for access. The site owner actually gets compensated instead of burning dead dinosaurs.
Maybe if the act of transferring crypto didn’t use a comparable or greater amount of energy…
The cost here only really impacts regular users, too. The type of users you actually want to block have budgets which easily allow for the compute needed anyways.
I think maybe they wouldn’t if they are trying to scale their operations to scanning through millions of sites and your site is just one of them
Yeah, exactly. A regular user isn’t going to notice an extra few cents on their electricity bill (boiling water costs more), but a data centre certainly will when you scale up.
I’ve repeatedly stated this before: Proof of Work bot-management is only Proof of Javascript bot-management. It is nothing to a headless browser to by-pass. Proof of JavaScript does work and will stop the vast majority of bot traffic. That’s how Anubis actually works. You don’t need to punish actual users by abusing their CPU. POW is a far higher cost on your actual users than the bots.
Last I checked Anubis has an JavaScript-less strategy called “Meta Refresh”. It first serves you a blank HTML page with a
<meta>tag instructing the browser to refresh and load the real page. I highly advise using the Meta Refresh strategy. It should be the default.I’m glad someone is finally making an open source and self hostable bot management solution. And I don’t give a shit about the cat-girls, nor should you. But Techaro admitted they had little idea what they were doing when they started and went for the “nuclear option”. Fuck Proof of Work. It was a Dead On Arrival idea decades ago. Techaro should strip it from Anubis.
I haven’t caught up with what’s new with Anubis, but if they want to get stricter bot-management, they should check for actual graphics acceleration.
POW is a far higher cost on your actual users than the bots.
That sentence tells me that you either don’t understand or consciously ignore the purpose of Anubis. It’s not to punish the scrapers, or to block access to the website’s content. It is to reduce the load on the web server when it is flooded by scraper requests. Bots running headless Chrome can easily solve the challenge, but every second a client is working on the challenge is a second that the web server doesn’t have to waste CPU cycles on serving clankers.
POW is an inconvenience to users. The flood of scrapers is an existential threat to independent websites. And there is a simple fact that you conveniently ignored: it fucking works.
Its like you didn’t understand anything I said. Anubis does work. I said it works. But it works because most AI crawlers don’t have a headless browser to solve the PoW. To operate efficiently at the high volume required, they use raw http requests. The vast majority are probably using basic python
requestsmodule.You don’t need PoW to throttle general access to your site and that’s not the fundamental assumption of PoW. PoW assumes (incorrectly) that bots won’t pay the extra flops to scrape the website. But bots are paid to scape the website users aren’t. They’ll just scale horizontally and open more parallel connections. They have the money.
You are arguing a strawman. Anubis works because because most AI scrapers (currently) don’t want to spend extra on running headless chromium, and because it slightly incentivises AI scrapers to correctly identify themselves as such.
Most of the AI scraping is frankly just shoddy code written by careless people that don’t want to ddos the independent web, but can’t be bothered to actually fix that on their side.
You are arguing a strawman. Anubis works because because most AI scrapers (currently) don’t want to spend extra on running headless chromium
WTF, That’s what I already said? That was my entire point from the start!? You don’t need PoW to force headless usage. Any JavaScript challenge will suffice. I even said the Meta Refresh challenge Anubis provides is sufficient and explicitly recommended it.
And how do you actually check for working JS in a way that can’t be easily spoofed? Hint: PoW is a good way to do that.
Meta refresh is a downgrade in usability for everyone but a tiny minority that has disabled JS.
And how do you actually check for working JS in a way that can’t be easily spoofed? Hint: PoW is a good way to do that.
Accessing the browsers API in any way is way harder to spoof than some hashing. I already suggested checking if the browser has graphics acceleration. That would filter out the vast majority of headless browsers too. PoW is just math and is easy to spoof without running any JavaScript. You can even do it faster than real JavaScript users something like Rust or C.
Meta refresh is a downgrade in usability for everyone but a tiny minority that has disabled JS.
What are you talking about? It just refreshes the page without doing any of the extra computation that PoW does. What extra burden does it put on users?
If you check for GPU (not generally a bad idea) you will have the same people that currently complain about JS, complain about this breaking with their anti-fingerprinting browser addons.
But no, you can’t spoof PoW obviously, that’s the entire point of it. If you do the calculation in Javascript or not doesn’t really matter for it to work.
In the current shape Anubis has zero impact on usability for 99% of the site visitors, not so with meta refresh.
Hashcash works great, what are you going on about?
LOL
Something that hasn’t been mentioned much in discussions about Anubis is that it has a graded tier system of how sketchy a client is and changing the kind of challenge based on a a weighted priority system.
The default bot policies it comes with has it so squeaky clean regular clients are passed through, then only slightly weighted clients/IPs get the metarefresh, then its when you get to moderate-suspicion level that JavaScript Proof of Work kicks. The bot policy and weight triggers for these levels, challenge action, and duration of clients validity are all configurable.
It seems to me that the sites who heavy hand the proof of work for every client with validity that only last every 5 minutes are the ones who are giving Anubis a bad wrap. The default bot policy settings Anubis comes with dont trigger PoW on the regular Firefox android clients ive tried including hardened ironfox. meanwhile other sites show the finger wag every connection no matter what.
Its understandable why some choose strict policies but they give the impression this is the only way it should be done which Is overkill. I’m glad theres config options to mitigate impact normal user experience.
Anubis is that it has a graded tier system of how sketchy a client is and changing the kind of challenge based on a a weighted priority system.
Last I checked that was just User-Agent regexes and IP lists. But that’s where Anubis should continue development, and hopefully they’ve improved since. Discerning real users from bots is how you do proper bot management. Not imposing a flat tax on all connections.
Funnily enough, PoW was a hot topic in academia around the late 90s / early 2000, and it’s somewhat clear that the autor of Anubis has not read much about the discussion back then.
There was a paper called “Proof of work does not work” (or similar, can’t be bothered to look it up) that argued that PoW can not work for spam protection, because you have to support both low-powered consumer devices while blocking spammers with heavy hardware. And that is very valid concern. Then there was a paper arguing that PoW can still work, as long as you scale the difficulty in such a way that a legit user (e.g. only sending one email) has a low difficulty, while a spammer (sending thousands of emails) has a high difficulty.
The idea of blocking known bad actors actually is used in email quite a lot in forms of DNS block lists (DNSBLs) such as spamhaus (this has nothing to do with PoW, but such a distributed list could be used to determine PoW difficulty).
Anubis on the other hand does nothing like that and a bot developed to pass Anubis would do so trivially.
Sorry for long text.
Then there was a paper arguing that PoW can still work, as long as you scale the difficulty in such a way that a legit user
Telling a legit user from a fake user is the entire game. If you can do that you just block the fake user. Professional bot blockers like Cloudflare or Akamai have machine learning systems to analyze trends in network traffic and serve JS challenges to suspicious clients. Last I checked, all Anubis uses is User-Agent filters, which is extremely behind the curve. Bots are able to get down to faking TLS fingerprints and matching them with User-Agents.
At least in the beginning the scrapers just used curl with a different user agent. Forcing them to use a headless client is already a 100x increase in resources for them. That in itself is already a small victory and so far it is working beautifully.
Well in most cases it would by Python requests not curl. But yes, forcing them to use a browser is the real cost. Not just in CPU time but in programmer labor. PoW is overkill for that though.
It’s amazing how few people here are familiar with caching
I appreciate a simple piece of software that does exactly what it’s supposed to do.
The front page of the web site is excellent. It describes what it does, and it does its feature set in quick, simple terms.
I can’t tell you how many times I’ve gone to a website for some open-source software and had no idea what it was or how it was trying to do it. They often dive deep into the 300 different ways of installing it, tell you what the current version is and what features it has over the last version, but often they just assume you know the basics.



















