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Not OP that you asked, but I’ve used ai before to examine netflow data at the head of a medium sized network and identify malicious traffic via netflow anomaly, rather than the signature based methods that are used by current network intrusion detection systems. It’s effectiveness is contingent on having good data that contains labeled malicious packets to train on, but it was pretty dope in lab conditions to watch a graduate ethical hacking class try to compromise my testbed network and my best performing ai powered intrusion detection algorithms were able to accurately flag something like 90% of the malicious traffic.
If we had an organization dedicated to creating like a modern version of the NSL-KDD dataset every 6 months or so I think this type of network intrusion detection system would be extremely effective.
This. I was a phd seeking cybersecurity researcher leaning heavily into AI up until last year, and it bothered me to no end that some of the most promising technology I have ever seen was being primarily used to enhance the police state or increase BP profits by a few %. AI is literally a step towards a utopian post scarcity future, but instead of being used that way it was immediately weaponized against the working class for the benefit of the parasite class.
I feel this. My beard and hair have about half as much grey as the meme and I’m still a few years from 35. I want off Mr Bones’ Wild Ride
Ouch. I’m used to “do you feel old” posts being relatable, but the black theme on the computer tower and the 700mb disc hurt me. I remember feeling sci-fi as fuck when I finally got rid of my old off-white/beige tower for a black tower, and scoffing at the idea of removable media holding more than a few mb of data.
It gives people context for what kind of ai math I’m familiar with/formed my opinions about ai on (ie, generally lightweight transformer models rather than LLMs), as well as a small logos appeal of “hey I spent years of my life researching that shit, I at least kinda know what I’m talking about”