Staving off disaster through AI safety research (Practical AI #33)
Changelog Master Feed
English - March 04, 2019 18:00 - 51 minutes - 70 MB - ★★★★ - 28 ratingsTechnology Education How To changelog open source oss software development developer hacker Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
While covering Applied Machine Learning Days in Switzerland, Chris met El Mahdi El Mhamdi by chance, and was fascinated with his work doing AI safety research at EPFL. El Mahdi agreed to come on the show to share his research into the vulnerabilities in machine learning that bad actors can take advantage of. We cover everything from poisoned data sets and hacked machines to AI-generated propaganda and fake news, so grab your James Bond 007 kit from Q Branch, and join us for this important conversation on the dark side of artificial intelligence.
While covering Applied Machine Learning Days in Switzerland, Chris met El Mahdi El Mhamdi by chance, and was fascinated with his work doing AI safety research at EPFL. El Mahdi agreed to come on the show to share his research into the vulnerabilities in machine learning that bad actors can take advantage of. We cover everything from poisoned data sets and hacked machines to AI-generated propaganda and fake news, so grab your James Bond 007 kit from Q Branch, and join us for this important conversation on the dark side of artificial intelligence.
Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!
Sponsors:
Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2018. Start your server - head to linode.com/changelog
Rollbar – We move fast and fix things because of Rollbar. Resolve errors in minutes. Deploy with confidence. Learn more at rollbar.com/changelog.
Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.
Featuring:
El Mahdi El Mhamdi – Twitter, WebsiteChris Benson – Twitter, GitHub, LinkedIn, Website
Show Notes:
El Mahdi El Mhamdi on LinkedIn
Google Scholar
Personal blog
World Health Organization | Ten threats to global health in 2019
AggregaThor
The Hidden Vulnerability of Distributed Learning in Byzantium
Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent
Asynchronous Byzantine Machine Learning (the case of SGD)
Something missing or broken? PRs welcome!