Deep learning models have shown very promising results in computer vision and sound recognition. As more and more deep learning based systems get integrated in disparate domains, they will keep affecting the life of people. Autonomous vehicles, medical imaging and banking applications, surveillance cameras and drones, digital assistants, are only a few real applications where deep learning plays a fundamental role. A malfunction in any of these applications will affect the quality of such integrated systems and compromise the security of the individuals who directly or indirectly use them.
In this episode, we explain how machine learning models can be attacked and what we can do to protect intelligent systems from being compromised.
Building Self Serve Business Intelligence With AI and LLMs at Zenlytic (Ep. 235)
Money, Cryptocurrencies, and AI: Exploring the Future of Finance with Chris Skinner (Ep. 234)
Debunking AGI Hype and Embracing Reality (Ep. 233)
Full steam ahead! Unraveling Forward-Forward Neural Networks (Ep. 232)
The LLM Battle Begins: Google Bard vs ChatGPT (Ep. 231)
Unleashing the Force: Blending Neural Networks and Physics for Epic Predictions (Ep. 230)
AI’s Impact on Software Engineering: Killing Old Principles? [RB] (Ep. 229)
Warning! Mathematical Mayhem Ahead: Demystifying Liquid Time-Constant Networks (Ep. 228)
Efficiently Retraining Language Models: How to Level Up Without Breaking the Bank (Ep. 227)
Revolutionize Your AI Game: How Running Large Language Models Locally Gives You an Unfair Advantage Over Big Tech Giants (Ep. 226)
Rust: A Journey to High-Performance and Confidence in Code at Amethix Technologies (Ep. 225)
The Power of Graph Neural Networks: Understanding the Future of AI - Part 2/2 (Ep.224)
The Power of Graph Neural Networks: Understanding the Future of AI - Part 1/2 (Ep.223)
Leveling Up AI: Reinforcement Learning with Human Feedback (Ep. 222)
The promise and pitfalls of GPT-4 (Ep. 221)
AI’s Impact on Software Engineering: Killing Old Principles? (Ep. 220)
Edge AI applications for military and space [RB] (Ep. 219)
Prove It Without Revealing It: Exploring the Power of Zero-Knowledge Proofs in Data Science (Ep. 218)
Deep learning vs tabular models (Ep. 217)
[RB] Online learning is better than batch, right? Wrong! (Ep. 216)
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