Nightshade: Data Poisoning to Fight Generative AI with Ben Zhao - #668

Nightshade: Data Poisoning to Fight Generative AI with Ben Zhao - #668

Today we’re joined by Ben Zhao, a Neubauer professor of computer science at the University of Chicago. In our conversation, we explore his research at the intersection of security and generative AI. We focus on Ben’s recent Fawkes, Glaze, and Nightshade projects, which use “poisoning” approaches to provide users with security and protection against AI encroachments. The first tool we discuss, Fawkes, imperceptibly “cloaks” images in such a way that models perceive them as highly distorted, effectively shielding individuals from recognition by facial recognition models. We then dig into Glaze, a tool that employs machine learning algorithms to compute subtle alterations that are indiscernible to human eyes but adept at tricking the models into perceiving a significant shift in art style, giving artists a unique defense against style mimicry. Lastly, we cover Nightshade, a strategic defense tool for artists akin to a 'poison pill' which allows artists to apply imperceptible changes to their images that effectively “breaks” generative AI models that are trained on them. The complete show notes for this episode can be found at twimlai.com/go/668.

Jaksot(779)

Applying RL to Real-World Robotics with Abhishek Gupta - #466

Applying RL to Real-World Robotics with Abhishek Gupta - #466

Today we’re joined by Abhishek Gupta, a PhD Student at UC Berkeley.  Abhishek, a member of the BAIR Lab, joined us to talk about his recent robotics and reinforcement learning research and interests,...

22 Maalis 202136min

Accelerating Innovation with AI at Scale with David Carmona - #465

Accelerating Innovation with AI at Scale with David Carmona - #465

Today we’re joined by David Carmona, General Manager of Artificial Intelligence & Innovation at Microsoft.  In our conversation with David, we focus on his work on AI at Scale, an initiative focused ...

18 Maalis 202148min

Complexity and Intelligence with Melanie Mitchell - #464

Complexity and Intelligence with Melanie Mitchell - #464

Today we’re joined by Melanie Mitchell, Davis Professor at the Santa Fe Institute and author of Artificial Intelligence: A Guide for Thinking Humans.  While Melanie has had a long career with a myria...

15 Maalis 202132min

Robust Visual Reasoning with Adriana Kovashka - #463

Robust Visual Reasoning with Adriana Kovashka - #463

Today we’re joined by Adriana Kovashka, an Assistant Professor at the University of Pittsburgh. In our conversation with Adriana, we explore her visual commonsense research, and how it intersects wit...

11 Maalis 202141min

Architectural and Organizational Patterns in Machine Learning with Nishan Subedi - #462

Architectural and Organizational Patterns in Machine Learning with Nishan Subedi - #462

Today we’re joined by Nishan Subedi, VP of Algorithms at Overstock.com. In our conversation with Nishan, we discuss his interesting path to MLOps and how ML/AI is used at Overstock, primarily for sea...

8 Maalis 202157min

Common Sense Reasoning in NLP with Vered Shwartz - #461

Common Sense Reasoning in NLP with Vered Shwartz - #461

Today we’re joined by Vered Shwartz, a Postdoctoral Researcher at both the Allen Institute for AI and the Paul G. Allen School of Computer Science & Engineering at the University of Washington. In ou...

4 Maalis 202137min

How to Be Human in the Age of AI with Ayanna Howard - #460

How to Be Human in the Age of AI with Ayanna Howard - #460

Today we’re joined by returning guest and newly appointed Dean of the College of Engineering at The Ohio State University, Ayanna Howard.  Our conversation with Dr. Howard focuses on her recently rel...

1 Maalis 202135min

How to Be Human in the Age of AI with Ayanna Howard - #460

How to Be Human in the Age of AI with Ayanna Howard - #460

Today we’re joined by returning guest and newly appointed Dean of the College of Engineering at The Ohio State University, Ayanna Howard.  Our conversation with Dr. Howard focuses on her recently rel...

1 Maalis 202136min

Suosittua kategoriassa Politiikka ja uutiset

aikalisa
tervo-halme
rss-ootsa-kuullut-tasta
ootsa-kuullut-tasta-2
politiikan-puskaradio
rss-vaalirankkurit-podcast
viisupodi
rss-podme-livebox
otetaan-yhdet
et-sa-noin-voi-sanoo-esittaa
rss-tasta-on-kyse-ivan-puopolo-verkkouutiset
rss-polikulaari-humanisti-vastaa-ja-muut-ts-podcastit
rss-kaikki-uusiksi
rss-merja-mahkan-rahat
rss-asiastudio
the-ulkopolitist
mtv-uutiset-polloraati
rss-aika-ankkuri
rss-hyvaa-huomenta-bryssel
rss-kuka-mina-olen