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Search - "spam detection"
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First company I worked for, built around 40 websites with Drupal 7...in only a year (don't know if it's a lot for today's standards, but I was one guy doing everything). Of course I didn't have the time to keep updating everything and I continually insisted to the boss that we need more people if we are going to expand. Of course he kept telling me to keep working harder and that I "got this". Well, after a year a couple of websites got defaced, you know the usual stuff if you've been around for some time. Felt pretty bad at the time, it was a similar feeling to having your car stolen or something.
Anyways, fast forward about 2 years, started working on another company, and well...this one was on another level. They had a total of around 40 websites, with about 10 of them being Joomla 1.5 installations (Dear Lord have mercy on my soul(the security vulnerabilities from these websites only, were greater than Spiderman's responsibilities)) and the others where WordPress websites, all that ON A SINGLE VPS, I mean, come on... Websites being defaced on the daily, pharma-hacks everywhere, server exploding from malware queing about 90k of spam emails on the outbox, server downtime for maintenance happening almost weekly, hosting company mailing me on the daily about the next malware detection adventure etc. Other than that, the guy that I was replacing, was not giving a single fuck. He was like, "dude it's all good here, everything works just fine and all you have to do is keep the clients happy and shit". Sometimes, I hate myself for being too caring and responsible back then.
I'm still having nightmares of that place. Both that office and that VPS. -
Uh-oh I fucked up.
Not at work, but with my website where I had an email forwarder to an external address. The forwarding was everything so that I could do the spam filtering and occasional check in one place. Unfortunately, that triggered the spam detection at the external address (after some years!), and my provider ended up on a blacklist.
That got me a pretty angry mail from my hosting provider who had already disabled the forwarding and wanted to make sure that I understood the issue and would not put it in again.
I thought about whether they had fucked up because it was even possible to do that, or whether I had fucked up because I should have known. Hm yeah I opted for the latter and apologised.
The support guy seemed happy that I didn't try to argue (possibly like other customers...), and advised that I just should add another account in my email client. Sure, at least that will prevent this shit from happening again.
He also mentioned that every single blacklist issue they had experienced in this year was accidental due to external forwarding issues and that they would consider just disabling it altogether.
Which is probably a smart move, just as hint for these ranters here who work at hosting companies. Or at least only enable external forwarding if spam assassin or so is in place.3 -
I‘m thinking about running my own spam downvoting bots based on the so far very successful spam detection in JoyRant.
*successful in terms of detection accuracy.
@retoor how frequently do you need to create new bots?
How quicky do they lose downvote privileges?
Other useful things to know?
Also, I haven’t seen you recently, since you deleted your account. How are you doing?11 -
JoyRant build 40
* Added spam detection!
* Fixed weird black background in encountered users view
* Fixed aspect ratio of placeholder user image
Spam is detected using a spam score system.
Specific words and patterns increase the score and once a threshold is reached, the rant is considered spam.
In the feed spam rants will be less visible (max 3 lines of text, smaller and half transparent text and no images) but you can still open the rant (maybe to check the full rant to see if it is really spam) and downvote.
This can be disabled in Settings but is enabled by default.
It’s phase 1 of the spam related feature.
I will approach phase 2 later since it‘s low priority for me.
Feel free to contribute to the spam detection config file via PR:
https://github.com/WilhelmOks/...10 -
I was thinking about how to best approach the spam detection in JoyRant and it kinda escalated into a separate project:
https://github.com/WilhelmOks/...
This is a generic swift lib for spam detection, which I will be using in JoyRant.
The idea is that it can be used by other devrant clients, even android, or backends or anti spam bots like those from @retoor.
Or even in completely other communities… like snek maybe? I don’t know, the point is it’s generic and not specific to devRant.
And the config with the spam detection rules can be a hosted json file, accessed via a http URL.
This will make it easy for me to update the rules and easy for you to contribute to the rules, if you wish to do so :)
My plan is to first implement a simple version of spam detection and release a new JoyRant version.
Then later implement the whole thing with stuff like marking as spam, marking as not spam, exported details about detections to be used to improve on the rules, and blackjack and hookers.
Fuck spam and the human garbage that is posting it or is behind the spam bots!
From the bottom of my heart, Fuck you!1 -
I have created a "Spam Email Detection using Machine Learning" Project.
Do check out and let me know if any suggestions.
The project is uploaded on "myblindbird" website. Visit myblindbird and search "spam email detection" it will land you on the article.
Thanks1