Privacy in the Age of Innovation: AI Solutions for Information Security
Palle, Ranadeep Reddy, Kathala, Krishna Chaitanya Rao
相關主題
商品描述
This book will help you comprehend the impact of artificial intelligence (AI) on information security, data privacy, and data security.
The book starts by explaining the basics and setting the goals for a complete understanding of how AI, Information Security, Data Privacy, and Data Security all connect. Then, it gives you important information about the basics of AI, machine learning, and deep learning in simple terms. It also talks about the ethics of using AI in privacy and security, making sure you understand the power and responsibility that come with AI. Next, it takes you through the complex world of information security and data privacy. It covers everything from the current state of security to how AI can detect threats and protect privacy. Additionally, it delves into ethical considerations to ensure the responsible use of AI in managing data privacy. Later chapters discuss strategies and future trends in using AI for data security, finding the right balance between security and privacy, and giving useful advice for organizations.
In the end, this book examines the current landscape and foresees the future, underscoring the vital importance of maintaining a balance between innovation and privacy in AI-powered security.
What you will learn:
- How AI is being used to detect and prevent cyberattacks in real-time
- What are the AI-powered techniques for anonymizing and de-identifying data,
- What are the latest advancements in AI-powered privacy-enhancing technologies (PETs)
- How to find the right balance between security and privacy
Who this book is for:
Information security professionals, data scientists, and software developers seeking to gain an understanding of the latest trends and techniques in AI for information security
商品描述(中文翻譯)
這本書將幫助您理解人工智慧（AI）對資訊安全、資料隱私和資料安全的影響。
本書首先解釋了基礎知識，並設定了完全理解AI、資訊安全、資料隱私和資料安全之間關聯的目標。然後，以簡單的術語向您提供了有關AI、機器學習和深度學習的重要信息。它還討論了在隱私和安全中使用AI的倫理問題，確保您理解AI所帶來的力量和責任。接下來，它帶您進入複雜的資訊安全和資料隱私世界。它涵蓋了從安全的現狀到AI如何檢測威脅和保護隱私的一切。此外，它深入探討了倫理考慮，以確保在管理資料隱私時負責任地使用AI。後面的章節討論了使用AI進行資料安全的策略和未來趨勢，找到安全和隱私之間的平衡，並為組織提供有用的建議。
最後，本書檢視了當前的情景並預測了未來，強調在AI驅動的安全中維持創新和隱私之間平衡的重要性。
您將學到以下內容：
- 如何使用AI實時檢測和防止網絡攻擊
- AI驅動的資料匿名化和去識別技術
- AI驅動的隱私增強技術（PETs）的最新進展
- 如何找到安全和隱私之間的平衡
本書適合以下讀者：
- 資訊安全專業人員、資料科學家和軟體開發人員，希望瞭解AI在資訊安全領域的最新趨勢和技術。
作者簡介
Ranadeep Reddy Palle has over 12 years of experience and specializes in the development of distributed and scalable Microservices. His proficiency extends to deploying these Microservices on major cloud platforms like AWS and Azure, always prioritizing strict adherence to privacy and cybersecurity standards. Ranadeep has contributed extensively to journals, particularly in critical domains such as machine learning, AI, Cloud Computing, and data analytics. Holding diverse certifications in both Amazon Web Services (AWS) and Microsoft Azure, he currently serves as a Senior Software Engineer at Zoom in Austin, TX. In this role, he leads a team in implementing cutting-edge solutions and plays a crucial part in the design and development of Microservices for Consent Management, ensuring compliance with global privacy regulations. Ranadeep holds a Master's degree in Computer Science from the University of Houston, Texas.
Krishna Chaitanya Rao Kathala is a prominent researcher in the field of Data Science, Analytics, Machine Learning, and AI, a Ph.D Candidate at the University of Massachusetts Amherst. With over 8 years of specialized experience in AI, Krishna's expertise covers a wide range of topics within Artificial Intelligence, including Generative AI, Ethics, Bias, Fairness, and Safe/Secure AI. He is a prolific scholar, having co-authored 2 books and secured more than 5 international patents. Additionally, Krishna has authored over 8 research papers published in prestigious journals. His influence in the academic and professional realms is widespread, often serving as a judge at more than 10 national and international events, including research symposiums and hackathons. Krishna also contributes actively to the academic community through roles on editorial boards, reviews, and program committees at various conferences. Krishna's merit in the field has led to invitations to speak at distinguished international forums such as the United Nations, the Ministry of Foreign Affairs Ukraine, UNESCO, UNDP, United Nations Women, the Office of the United Nations High Commissioner for Human Rights, and the Talent AI Foundation. His research excellence has been recognized with numerous significant awards and scholarships, highlighting his impactful contributions to AI and technology. He currently holds a leadership position as a Co-Chair at the Northeastern Educational Research Association, Inc., based in Boston, Massachusetts.
Krishna is also an active member of the International Society for Technology in Education (ISTE) and the International Association of Engineers - Hong Kong. Beyond his research and professional activities, Krishna is deeply committed to mentoring, particularly focused on supporting first-generation, under-represented, and marginalized students in STEM fields. His dedication to fostering inclusivity and diversity within the tech community underscores his commitment to using his expertise to make a positive societal impact. Krishna holds a Masters degree in Data Science from University of Massachusetts Amherst.
作者簡介(中文翻譯)
Ranadeep Reddy Palle擁有超過12年的經驗，專注於分散式和可擴展的微服務開發。他的專業範圍還包括在AWS和Azure等主要雲平台上部署這些微服務，始終優先遵守嚴格的隱私和網絡安全標準。Ranadeep在期刊上做出了大量貢獻，尤其在機器學習、人工智能、雲計算和數據分析等關鍵領域。他在Amazon Web Services（AWS）和Microsoft Azure方面擁有多種認證，目前在Zoom的奧斯汀分部擔任高級軟件工程師。在這個角色中，他帶領團隊實施尖端解決方案，並在同意管理的微服務的設計和開發中發揮關鍵作用，確保符合全球隱私法規。Ranadeep擁有德克薩斯大學休斯頓分校的計算機科學碩士學位。
Krishna Chaitanya Rao Kathala是資料科學、分析、機器學習和人工智能領域的知名研究人員，也是麻省大學阿默斯特分校的博士候選人。Krishna在人工智能領域擁有超過8年的專業經驗，他的專業範圍涵蓋了人工智能的多個主題，包括生成式人工智能、倫理、偏見、公平性和安全的人工智能。他是一位多產的學者，共同撰寫了2本書籍，並獲得了5項國際專利。此外，Krishna還在著名期刊上發表了8篇研究論文。他在學術和專業領域的影響力廣泛，經常擔任超過10個國家和國際活動的評委，包括研究研討會和黑客松。Krishna還通過在各種會議上擔任編輯委員會、審查和程序委員會的角色，積極貢獻於學術界。Krishna在該領域的優秀表現使他受邀在聯合國、烏克蘭外交部、聯合國教科文組織、聯合國開發計劃署、聯合國婦女署、聯合國人權高級專員辦事處和Talent AI基金會等著名國際論壇上發表演講。他的研究卓越性獲得了許多重要獎項和獎學金的認可，突顯了他對人工智能和技術的有影響力的貢獻。他目前在位於麻薩諸塞州波士頓的東北教育研究協會擔任聯合主席職位。
Krishna還是國際教育技術學會（ISTE）和國際工程師協會-香港的活躍成員。除了研究和專業活動外，Krishna還致力於指導工作，特別關注支持第一代、少數族裔和邊緣化學生在STEM領域的發展。他致力於促進科技社區的包容性和多樣性，強調他利用自己的專業知識對社會產生積極影響的承諾。Krishna擁有麻薩諸塞州阿默斯特分校的數據科學碩士學位。
