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Network Anomaly Detection Handbook

A Practical Guide for Securing Networks Using AI-Powered Techniques
Siya Sethi, Pradyun Pinapala, Saurabh Shrivastava
Type: Print Book
Genre: Computers & Internet
Language: English
Price: ₹350
Price: ₹350
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Description

This book will take you on a journey from the basics of network packet analysis to the advanced implementation of AI-powered anomaly detection. Starting with the foundational concepts, including packet composition, packet analysis tools, and the importance of this analysis in improving security. You will delve into the principles and tools of anomaly detection using traditional and AI methods, providing a thorough understanding of how these techniques can be applied to identify malicious behavior in network traffic.

In this book, you'll discover:
— Foundations of Anomaly Detection: Understanding the basics of anomaly detection and its role in network security.
— AI vs. Rule-Based Methods: A deep dive into the strengths and weaknesses of traditional rule-based methods compared to modern AI-driven approaches.
— Practical Implementation: Step-by-step guides to building your own Malicious Packet Analyzer (MPA) tool using AI.
— Advanced Topics: Insights into the future of anomaly detection, including the integration of big data, machine learning, federated learning, and quantum computing.
— Case Studies and Examples: Real-world scenarios demonstrating the effectiveness of different anomaly detection techniques.

Each chapter is designed to enhance your understanding and provide practical knowledge for implementing and improving anomaly detection systems in your network. Whether you are a beginner or an experienced professional, this book offers valuable insights into the evolving landscape of cybersecurity.

About the Authors

Siya Sethi is a passionate advocate for cybersecurity. She is deeply intrigued by the dynamic interplay between emerging technological trends and their impact on digital security. With a keen eye on the future, Siya examines how advancements such as artificial intelligence, blockchain, and the Internet of Things (IoT) are reshaping cybersecurity. She is enthusiastic about discovering innovative concepts and applications to enhance security measures in the ever-evolving digital world. Her curiosity leads her to explore the latest developments, seeking practical ways to apply them and safeguard information while protecting privacy. As a young author, Siya is dedicated to sharing her knowledge and insights with others, believing in the power of storytelling to educate and inspire through engaging examples and meaningful demonstrations. Her writing is both informative and a call to action, urging readers to think critically about cybersecurity and its effects in today’s connected society. Siya’s commitment goes beyond technical details to include the ethical and societal aspects of cybersecurity, as she aims to foster a deeper understanding of how individuals and organizations can collaborate to build a safer digital world. Through her work, she hopes to become a thought leader in cybersecurity, contributing to a community of like-minded people passionate about making the digital space a secure place for everyone.

Pradyun Pinapala is a developer and writer driven by curiosity and a belief that clarity makes technology more powerful. From a young age, he has been fascinated by how ideas take shape and evolve into practical solutions. This curiosity has fueled his journey of learning, experimenting, and sharing insights with others. He is passionate about breaking down complex topics into clear, approachable concepts, ensuring that readers of all levels, whether beginners or experienced professionals, can connect with the material and apply it effectively.
As a young author, Pradyun values storytelling as much as technical detail, believing that knowledge is best remembered when it inspires as well as informs. His writing blends practical lessons with thoughtful reflections, encouraging readers to not only absorb information but also to apply it in meaningful ways. Beyond the technical aspects, he views innovation as a force for creativity, connection, and progress.

Saurabh Shrivastava is a renowned inventor, author, and technology leader with over 20 years of IT experience. Currently serving as a Solutions Architect Leader at Amazon Web Services (AWS), he empowers global consulting partners and enterprise customers in their cloud transformation journey. Saurabh has played a pivotal role in establishing global technical partnerships, defining visionary strategies for his team, and fostering the growth of new strategic initiatives. His expertise has earned him a patent in cloud platform automation.

As a thought leader and public speaker, Saurabh has shared his insights through various blogs and white papers, covering a wide range of technology domains, including big data, IoT, machine learning, and cloud computing. His passion lies in exploring the latest innovations and understanding their impact on society and everyday life. Among his notable works are the acclaimed books "Solution Architect's Handbook" and "AWS for Solutions Architect," both available on Packt and Amazon.com. This comprehensive book addresses a significant industry gap, drawing from Saurabh's personal experiences and learnings to deliver a relatable and informative read for individuals from diverse backgrounds. It equips readers with invaluable knowledge to succeed as Solutions Architects and unlocks a world of boundless possibilities.

Book Details

ISBN: 9798895412084
Publisher: BitMaple
Number of Pages: 128
Dimensions: 7"x9"
Interior Pages: B&W
Binding: Paperback (Perfect Binding)
Availability: In Stock (Print on Demand)

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