{"title":"Baihan Lin","description":null,"products":[{"product_id":"privacy-and-security-for-large-language-models-book-baihan-lin-9781098160845","title":"Privacy and Security for Large Language Models","description":"As the deployment of AI technologies surges, the need to safeguard privacy and security in the use of large language models (LLMs) is more crucial than ever. Professionals face the challenge of leveraging the immense power of LLMs for personalized applications while ensuring stringent data privacy and security. The stakes are high, as privacy breaches and data leaks can lead to significant reputational and financial repercussions.This book serves as a much-needed guide to addressing these pressing concerns. Dr. Baihan Lin offers a comprehensive exploration of privacy-preserving and security techniques like differential privacy, federated learning, and homomorphic encryption, applied specifically to LLMs. With its hands-on code examples, real-world case studies, and robust fine-tuning methodologies in domain-specific applications, this book is a vital resource for developing secure, ethical, and personalized AI solutions in today's privacy-conscious landscape.  By reading this book, you'll:    Discover privacy-preserving techniques for LLMs Learn secure fine-tuning methodologies for personalizing LLMs Understand secure deployment strategies and protection against attacks Explore ethical considerations like bias and transparency Gain insights from real-world case studies across healthcare, finance, and more","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51816566259985,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ GARDNERS","offer_id":51816566292753,"sku":"NGR9781098160845","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53044192936209,"sku":"NIN9781098160845","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781098160845.jpg?v=1768471211"},{"product_id":"reinforcement-learning-methods-in-speech-and-language-technology-book-baihan-lin-9783031537196","title":"Reinforcement Learning Methods in Speech and Language Technology","description":"This book offers a comprehensive guide to reinforcement learning (RL) and bandits methods, specifically tailored for advancements in speech and language technology. Starting with a foundational overview of RL and bandit methods, the book dives into their practical applications across a wide array of speech and language tasks. Readers will gain insights into how these methods shape solutions in automatic speech recognition (ASR), speaker recognition, diarization, spoken and natural language understanding (SLU\/NLU), text-to-speech (TTS) synthesis, natural language generation (NLG), and conversational recommendation systems (CRS). Further, the book delves into cutting-edge developments in large language models (LLMs) and discusses the latest strategies in RL, highlighting the emerging fields of multi-agent systems and transfer learning.    Emphasizing real-world applications, the book provides clear, step-by-step guidance on employing RL and bandit methods to address challenges in speech and language technology. It includes case studies and practical tips that equip readers to apply these methods to their own projects. As a timely and crucial resource, this book is ideal for speech and language researchers, engineers, students, and practitioners eager to enhance the performance of speech and language systems and to innovate with new interactive learning paradigms from an interface design perspective.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":52153117442321,"sku":"NGR9783031537196","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783031537196.jpg?v=1770372057"}],"url":"https:\/\/www.worldofbooks.com\/en-gb\/collections\/author-books-by-baihan-lin.oembed","provider":"World of Books ","version":"1.0","type":"link"}