Junte-se a nós em uma viagem ao mundo dos livros!
Adicionar este livro à prateleira
Grey
Deixe um novo comentário Default profile 50px
Grey
Assine para ler o livro completo ou leia as primeiras páginas de graça!
All characters reduced
Ultimate Deepfake Detection Using Python - Master Deep Learning Techniques like CNNs GANs and Transformers to Detect Deepfakes in Images Audio and Videos Using Python - cover
LER

Ultimate Deepfake Detection Using Python - Master Deep Learning Techniques like CNNs GANs and Transformers to Detect Deepfakes in Images Audio and Videos Using Python

Dr. Nimrita Koul

Editora: Orange Education Pvt. Ltd

  • 0
  • 0
  • 0

Sinopse

Deepfake Detection Unlocked: Python Approaches for Deepfake Images, Videos, Audio Detection. 
Book Description
In today's digital world, mastering deepfake detection is crucial, with deepfake content increasing by 900% since 2019 and 96% used for malicious purposes like fraud and disinformation. "Ultimate Deepfake Detection with Python" equips you with the skills to combat this threat using Python’s AI libraries, offering practical tools to protect digital security across images, videos, and audio. 
This book explores generative AI and deepfakes, giving readers a clear understanding of how these technologies work and the challenges of detecting them. With practical Python code examples, it provides the tools necessary for effective deepfake detection across media types like images, videos, and audio. Each chapter covers vital topics, from setting up Python environments to using key datasets and advanced deep learning techniques. 
Perfect for researchers, developers, and cybersecurity professionals, this book enhances technical skills and deepens awareness of the ethical issues around deepfakes. Whether building new detection systems or improving current ones, this book offers expert strategies to stay ahead in digital media security. 
Table of Contents

1. Introduction to Generative AI and Deepfake Technology
2. Deepfake Detection Principles and Challenges
3. Ethical Considerations with the Use of Deepfakes
4. Setting Up your Machine for Deepfake Detection using Python
5. Deepfake Datasets
6. Techniques for Deepfake Detection
7. Detection of Deepfake Images
8. Detection of Deepfake Video
9. Detection of Deepfake Audio
10. Case Study in Deepfake Detection   
Index
Disponível desde: 21/09/2024.

Outros livros que poderiam interessá-lo

  • Code Work - Hacking across the US México Techno-Borderlands - cover

    Code Work - Hacking across the...

    Héctor Beltrán

    • 0
    • 0
    • 0
    How Mexican and Latinx hackers apply concepts from coding to their lived experiences 
     
     
     
    In Code Work, Héctor Beltrán examines Mexican and Latinx coders' personal strategies of self-making as they navigate a transnational economy of tech work. Beltrán shows how these hackers apply concepts from the code worlds to their lived experiences, deploying batches, loose coupling, iterative processing (looping), hacking, prototyping, and full-stack development in their daily social interactions—at home, in the workplace, on the dating scene, and in their understanding of the economy, culture, and geopolitics. Merging ethnographic analysis with systems thinking, he draws on his eight years of research in México and the United States—during which he participated in and observed hackathons, hacker schools, and tech entrepreneurship conferences—to unpack the conundrums faced by workers in a tech economy that stretches from villages in rural México to Silicon Valley. 
     
     
     
    Beltrán's highly original, wide-ranging analysis uniquely connects technology studies, the anthropology of capitalism, and Latinx and Latin American studies.
    Ver livro
  • What Could Go Right - cover

    What Could Go Right

    Justin Bean

    • 0
    • 0
    • 0
    WINNER: Nautilus Awards and Book Excellence Awards (Sustainability)Amazon BestsellerTired of all the doom and gloom? What Could Go Right invites you to ditch cynicism about the future, and build the one you want.Instead of worst-case scenarios or Pollyanna optimism, you can envision an ideal world and be empowered to build it. The opportunity of our era is to transition to a sustainable, equitable, abundant global economy. Rethink your mindset, understand tech and social trends, & design a future you want to live in, you can thrive through building a better future for us all. Packed with insights, tools, and ideas for what an ideal future might look like and how to build it, What Could Go Right helps you rethink:Your Mindset: Rather than accepting dystopian tropes about our future, we'll look at the reality of our current time as the most abundant and empowered humanity has ever been-and witness it getting better. You'll explore tools and frameworks like Design Thinking, Three Horizons, Five Dynamics, to turn inspiration into pragmatic thinking, planning, and execution. Trends and Opportunities: Explore the empowering tools, sustainable shifts in industry and technology, and social evolutions that are making a more equitable, distributed, democratic, cleaner economy possible. The economic, climate, and social crises around us are accelerating the urgency for change and are inspiring innovators to create new tools and approaches-all to make the transition to a better future. Your Vision of a Better Future: Start imagining what an ideal future might look like by making the most of existing technology and knowledge. With thought leaders and industry experts, you'll tour a future that is abundant, a Zero Marginal Cost Society, post-scarcity, and Omni-Thriving. Apply Maslow's hierarchy of personal needs to social needs. "We don't get the world we want simply by fighting the one we don't. We get the world we want by envisioning, designing, and building it."
    Ver livro
  • Max’s Coding Adventures - cover

    Max’s Coding Adventures

    Dr. Harold Fisher

    • 0
    • 0
    • 0
    "Max's Coding Adventures" is an engaging and inspiring book that encourages children to explore the fascinating world of coding and programming. With relatable characters, exciting challenges, and easy-to-understand concepts, this book is the perfect way to introduce young readers to the exciting possibilities of coding. Join Max on his journey of discovery and get ready to be inspired by the magic of coding!
    Ver livro
  • Baikonur Man - Space Science American Ambition and Soviet Chaos at the Cold War's End - cover

    Baikonur Man - Space Science...

    Barry L. Stoddard

    • 0
    • 0
    • 0
    Against the backdrop of the late Cold War, a tiny American start-up company forged a secret deal to place American scientific payloads aboard the Soviet space station MIR. Born out of sheer desperation after the Challenger explosion and grounding of the United States space shuttle program, the agreement was negotiated and approved behind the backs of NASA and Congress, with the help of United States government officials inside the Commerce and Defense departments. 
     
     
     
    On a cold gray morning in February 1988, the company founder met with three graduate students and their professor at the Massachusetts Institute of Technology to put his plans into action. Baikonur Man, written by one of those students, recounts the subsequent five-year saga of how science, comradery, hardship, drama, and occasional lunacy led to the first American experiments and payloads to fly on Russian rockets.
    Ver livro
  • Sustainable Agriculture - Balancing Environmental and Economic Concerns - cover

    Sustainable Agriculture -...

    Ruchini Kaushalya

    • 0
    • 0
    • 0
    Dive into the urgent realm of sustainable agriculture with "Sustainable Agriculture: Balancing Environmental and Economic Concerns." In a world grappling with climate change and food security, this comprehensive eBook serves as your guide to understanding, embracing, and promoting sustainable farming practices. 
    Unveil the transformative potential of sustainable agriculture as you explore its core principles and historical context. From the consequences of unsustainable practices to the solutions fostering ecosystem restoration, each chapter empowers you to take action. 
    Delve into a tapestry of sustainable farming methods, from crop rotation to regenerative agriculture, and discover their crucial role in ensuring long-term agricultural viability. Explore modern innovations like precision farming and vertical agriculture, alongside the economic feasibility and environmental impact they bring. 
    Learn how organic farming contributes to reduced chemical usage, increased biodiversity, and enhanced nutritional content in our food. Engage with practical steps for individuals, communities, and governments to support sustainable farming practices and foster a harmonious coexistence of humanity and the environment. 
    Whether you're a farmer seeking regenerative practices or a concerned consumer striving for informed choices, this eBook is your roadmap to a more sustainable future. Join the transformative movement today.
    Ver livro
  • Love for the Land - Lessons from Farmers Who Persist in Place - cover

    Love for the Land - Lessons from...

    Brooks Lamb

    • 0
    • 0
    • 0
    Love for the Land explores the power and potential of people-place relationships. Through clear and compelling prose, it elevates the virtues of imagination, affection, and fidelity—concepts promoted by farmer-writer Wendell Berry—and shows how they motivate small- and mid-scale farmers to care for the land, even in the face of adversity. Paying particular attention to farmland loss from suburban sprawl, rampant agricultural consolidation, and, for farmers of color, racial injustice, Brooks Lamb reckons with the harsh realities that these farmers face. 
     
     
      
    Drawing from in-depth interviews and hands-on experiences in two changing rural communities, he shares stories and sacrifices from dozens of farmers, local leaders, agricultural service providers, and land conservationists. Lamb's rural roots and farming background enable him to cultivate honest, trusting connections with the farmers he engages, yielding raw and powerful insights. Time and again, compelling evidence reveals that stewardship virtues encourage people to live and act as devoted caretakers. 
     
     
      
    With a refreshing, accessible, and engaging approach, Lamb argues that these resilient and often overlooked farmers show rural and urban people alike a way forward, one that serves people, places, and the planet. That path is rooted in love for the land.
    Ver livro