Data Exchange Podcast (Episode 132): Edmon Begoli скачать в хорошем качестве

Data Exchange Podcast (Episode 132): Edmon Begoli

Episode Notes: https://thedataexchange.media/adversa... Edmon Begoli, leads the AI Systems R&D section at Oak Ridge National Laboratory (ORNL), where he is also a distinguished member of the ORNL research staff. **Sections** ↓ Introduction to Edmon Begoli  - 00:00:03 What's the mission of Oak Ridge National Laboratory? - 00:00:21 Adversarial ML/AI and deep fakes - 00:03:41 Access to tools for fine tuning machine learning models - 00:10:05 Accuracy and API based access - 00:15:45 Multi-modal models will advance the state of AI - 00:18:28 Graph Neural Networks - 00:19:55 Adversarial ML and Cybersecurity - 00:21:00 Data poisoning - 00:28:34 ML in industrial sector and protect AI against exploitation - 00:31:13 Reinforcement Learning  - 00:33:39 Simulation Platform - 00:35:33 Large scale distributed online learning - 00:37:55 End to end learning in a large parameter space and their vulnerabilities - 00:48:57