Noon: LLMs excel at filtering noise in raw cybersecurity operations
Ryan Noon · No Priors Ep. 38 | With Material Security Co-Founder Ryan Noon · Oct 26, 2023 · at 6:11
Ryan Noon, co-founder of Material Security, discusses early production use cases of generative AI in cybersecurity defense workflows.
0:00 / 0:17exact quote · 17.9s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“There's a lot of just raw operational work that happens in security of just like, we need to, you know, rarefy this signal, filter out the noise, and then honestly feed it through a human being who has some experience as to what the bad guys are trying to do. And you know, it turns out LLMs are fantastic at that.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Ryan Noon
Noon: Cybersecurity incumbents acquire startups because early-stage efficacy is unpredictable
“There's a, you know, like a truism that all cybersecurity products are just, you know, complex insurance policies or whatever, right? But the point is like that, that mushiness exists. And so what has resulted in, in, in the free market here is these incredibl…”
Noon: Top VCs avoid cybersecurity because typical outcomes cap at $200M
“A lot of the best VCs like never, you know, make bets in cybersecurity because, you know, at best you're going to get a two hundred million dollar takeout to Paladin networks or whatever, right? That's the typical outcome”
Noon: Off-the-shelf AI models eliminate fine-tuning moats for cybersecurity tasks
“I'm seeing a lot of like, you know, I need to pretend that I have a moat, so I need to, you know, fine tune all this stuff and whatever, whatever. But yeah, no, I mean, So many things that were very, very, very hard for computers, you know, 18 months ago are v…”
Noon: Generative AI solves the cybersecurity skills shortage for pennies
“Kind of classic cliches in the cybersecurity industry, like the cybersecurity skills shortage, like America needs, you know, to bring back the draft and make everyone get a security certificate or something. Okay. Like, you know, that you have like, 90% of a h…”
Noon: Open Western societies are especially vulnerable to infosec threats
“The West, I think is especially vulnerable to this, like open societies, I think are extra vulnerable when it comes to infosec stuff, because like we put it all out there. We adopt these systems. We open them up. We let the private sector totally handle them. …”