Strengthening Deep Neural Networks

Delve into the world of artificial intelligence with "Strengthening Deep Neural Networks," a comprehensive guide by Katy Warr, published by O'Reilly Media in 2019. Spanning 250 pages, this practical book explores real-world applications of Deep Neural Networks (DNNs), the backbone of modern AI technologies used for processing image, audio, and video data. Warr not only discusses the everyday use of DNNs but also analyzes the motivations behind potential attacks and the risks posed by adversarial inputs. More importantly, she offers strategies for enhancing the robustness of AI systems against these threats. Whether you’re an AI enthusiast, a data scientist, or a tech professional, this book is an essential resource for understanding and strengthening the resilience of artificial intelligence in today's digital landscape.