AI Red Teaming, Model Poisoning Attacks, and Where Defenders Should Focus with Adrian Wood!

AI Red Teaming, Model Poisoning Attacks, and Where Defenders Should Focus with Adrian Wood!

Author: BKBT Productions July 1, 2024 Duration: 42:36
Hacker and researcher Adrian Wood (threlfall), an expert red teamer joins the show to talk about using supply chain attack techniques to poison AI models. This is the cutting edge, and most organizations are entirely unprepared. George K and George A talk to Adrian about: 🛡️ The practical challenges and misconceptions around AI threats ⛓️ How attacking ML models is similar to supply chain attacks but in a far more complex environment 🧩 The importance of understanding your business and ML pipelines for better security 🔍 Tips and strategies for how Blue Teams can start building defenses and where they should focus their attention today Recommendations for learning more: * Adrian's research [https://5stars217.github.io/2023-08-08-red-teaming-with-ml-models/] * DEFCON 31 AI Village Presentation [https://aivillage.org/assets/AIVDC31/AIVDC31.pdf] * Andrej Karpathy's YouTube channel [https://www.youtube.com/@AndrejKarpathy] * Andrej Karpathy's GitHub [https://github.com/karpathy] * Fast.ai [https://www.fast.ai/] * Adrian's Resource List [https://gist.github.com/5stars217/236bab5d1d8d50e9785a4136aca8cf20] We're speaking at SquadCon on August 8th! Get your tix here: https://blackgirlshack.org/event-5495307  ————————— Support the show! ✅ Subscribe and share your fave episode on LinkedIn ⭐️ Leave us a rating ☕️ Make a donation or sustaining contribution: https://lnkd.in/ewvn_ZGx

There’s a lot of noise in the world of technology talk, but Bare Knuckles and Brass Tacks cuts through it with a focus on the people behind the products and the societal currents shaping our digital landscape. Hosts George K and George A steer conversations that are less about specs and hype, and more about real-world consequences. You’ll hear them dig into topics like the messy rollout of new AI tools, the often-invisible backbone of digital infrastructure, and why communities adopt or reject certain technologies. This podcast regularly features guests from various fields who offer unvarnished opinions on what’s genuinely functional and what’s fundamentally flawed in our tech-saturated lives. The discussions move beyond simple commentary to challenge the standard narratives promoted by the tech industry, examining the cultural and social ripples of every new development. It’s a show for anyone who feels that technology coverage often misses the human element-the frustrations, the adaptations, and the ethical dilemmas. Tune in for a grounded, critical, and consistently engaging dialogue that connects the dots between code and culture. This production from BKBT Productions lives up to its name, getting down to the brass tacks of how technology is built and used, with a bare-knuckle honesty that’s increasingly rare.
Author: Language: English Episodes: 100

Bare Knuckles and Brass Tacks
Podcast Episodes
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Duration: 32:44
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From SOC to CEO, and Learning from Failure to Find Success [not-audio_url] [/not-audio_url]

Duration: 33:07
Quinnlan Varcoe, founder of Blueberry Security, joins the show for a raw conversation about building a security startup! Quinn takes us through her wild ride from SOC analyst to founder - including how she shut down her…
New Research on Burnout and Performance in Cyber [not-audio_url] [/not-audio_url]

Duration: 43:47
Dr. Kashyap "Kash" Thimmaraju joins the show to talk about a new study on burnout, wellbeing, and flow state in security operations. George K and George A talk to Kash about: * New research using psychologically validate…