Google AI red team lead says this is how criminals will likely use ML for evil
It's a relatively new technology, rapidly evolving, and there aren't a whole lot of people who are extremely well trained on machine learning and large language models on either side. Meanwhile, both groups are simultaneously trying to find new ways to use AI to protect IT systems and poke holes in them.
Fabian has spent more than a decade on Google's traditional security red team, simulating ways that miscreants might try to break into various products and services. About a year and a half ago, Google created a dedicated AI red team that includes members with expertise in the field to bring the hacker's point of view to those systems.
Fabian now leads all of Google's red teaming activities, and on Saturday at 10:30 PT, he's delivering a"There is not a huge amount of threat intel available for real-world adversaries targeting machine learning systems," he told"I often joke that the most prominent adversary right now is a Twitter user who is posting about Bard or ChatGPT," Fabian said."In the ML space, we are more trying to anticipate where will real-world adversaries go next.
"Real adversaries need to build the same key capabilities and the same skill sets as well — they don't necessarily already have people who have the expertise to target [AI-based] systems," Fabian said."We're in a lucky position that we're actually a little bit ahead of the adversaries right now in the attacks that we are trying out.
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