Omar Santos, Samer Salam, Hazim Dahir

The AI Revolution in Networking, Cybersecurity, and Emerging Technologies

• Broschiertes Buch

Produktbeschreibung

The AI Revolution is Here. Discover its Dynamic Applications in Networking, Cybersecurity, and More.   AI is having a profound impact on nearly every sector of the workforce. Huge professional and financial opportunities await in the key domains of computer networking, cybersecurity, IoT, and cloud computing. The AI Revolution in Networking, Cybersecurity, and Emerging Technologies will give you the edge you need to harness AI for your benefit. Learn how AI can efficiently identify shadow data, fortify security measures, generate predictive analytics in real time, and so much more.   In this comprehensive guide, Cisco professionals Omar Santos, Samer Salam, and Hazim Dahir engage you in both AI application and theory through practical case studies and predictions of future trends, which makes this book not just a valuable guide for today, but an indispensable resource for tomorrow.   You'll discover how AI is building robust bridges in collaboration tools and turning IoT into a super-intelligent network of devices so you can quickly identify and resolve network security threats while enhancing network performance. This book will show you how AI can help you modernize and fortify your operations and make yourself a key asset to your company.   Are you ready to join The AI Revolution in Networking, Cybersecurity, and Emerging Technologies?   * Gain industry-specific knowledge from experienced professionals * Discover new capabilities like self-healing networks and predictive analytics * Learn how AI can save time by detecting and correcting issues in real time * Master techniques for security monitoring and alerting * Understand potential security and privacy pitfalls of using AI, and how to guard against them * Understand how AI works for you and with you   Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

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Produktdetails

• Verlag: Pearson Education (US)
• Seitenzahl: 224
• Erscheinungstermin: 23. Februar 2024
• Englisch
• Abmessung: 221mm x 183mm x 13mm
• Gewicht: 410g
• ISBN-13: 9780138293697
• ISBN-10: 0138293694
• Artikelnr.: 68474331

Autorenporträt

Omar Santos is a cybersecurity thought leader with a passion for driving industry-wide initiatives to enhance the security of critical infrastructures. Omar is the lead of the DEF CON Red Team Village, chair of the Common Security Advisory Framework (CSAF) technical committee, and board member of the OASIS Open standards organization. Omar's collaborative efforts extend to numerous organizations, including the Forum of Incident Response and Security Teams (FIRST) and the Industry Consortium for Advancement of Security on the Internet (ICASI). Omar is a renowned expert in ethical hacking, vulnerability research, and incident response. He employs his deep understanding of these disciplines to help organizations stay ahead of emerging threats. His dedication to cybersecurity has made a significant impact on businesses, academic institutions, law enforcement agencies, and other entities striving to bolster their security measures. With over twenty books, video courses, white papers, and technical articles under his belt, Omar's expertise is widely recognized and respected. As a principal engineer at Cisco's Product Security Incident Response Team (PSIRT), Omar not only leads engineers and incident managers in investigating and resolving cybersecurity vulnerabilities, but also actively mentors the next generation of security professionals.   Samer Salam is a technology architect and software engineering leader in the computer networking industry with over 23 years of experience. In his role as a Distinguished Engineer at Cisco Systems, he focuses on identifying disruptive technologies based on market transitions, incubating and mainstreaming emerging technologies, in addition to defining the system and software architecture for networking products. His work spans the areas of Intent Based Networking, Artificial Intelligence, Machine Reasoning, Semantic Technologies and Immersive Visualization. Previously at Cisco, he held multiple technical leadership and software development positions working on IoT, Layer 2 VPN / EVPN, Carrier/Metro Ethernet services, OAM, network resiliency, system scalability, software quality, multi-service edge, broadband, MPLS and dial solutions. Samer was awarded the International Society of Service Innovation Professionals (ISSIP) 2022 Excellence in Service Innovation Award for the Impact to Innovation category. He holds over 95 US and international patents and is co-author of The Internet of Things From Hype to Reality: The Road to Digitization. He authored thirteen IETF RFCs, and multiple articles in academic and industry journals. He is also a speaker at CiscoLive, and blogs on networking technology. He holds an M.S. degree in Computer Engineering from the University of Southern California in Los Angeles and a B.E. degree in Computer and Communications Engineering, with Distinction, from the American University of Beirut, where he received the Faculty of Engineering and Architecture Deans Award for Creative Achievement.   Hazim Dahir, is a Distinguished Engineer at the Cisco Technology Enablement and Acceleration Office. He is working to define and influence next-generation digital transformation architectures across multiple technologies and verticals. Hazim started his Cisco tenure in 1996 as a software engineer and subsequently moved into the services organization focusing on large-scale and emerging technology network architectures. He is currently focusing on developing architectures utilizing security, collaboration, Edge computing, and AI technologies addressing future of work and hybrid cloud requirements for large enterprises. Through his passion for engineering and sustainability, Hazim is currently working on advanced software solutions for electric and autonomous vehicles with global automotive manufacturers. Hazim is a frequent presenter at multiple US and global conferences and standards bodies. He's the vice-chair for the IEEE Edge Computing workgroup. He has more than 20 issued and pending US and International patents, a number of R&D publications, and is the co-author of three technical books.

Inhaltsangabe

Preface  xix
 
Chapter 1. Introducing the Age of AI: Emergence, Growth, and Impact on
Technology   1
The End of Human Civilization   2
Significant Milestones in AI Development (This Book Is Already Obsolete)
   2
The AI Black Box Problem and Explainable AI   5
What's the Difference Between Large Language Models and Traditional Machine
Learning?    6
Hugging Face Hub: A Game-Changer in Collaborative Machine Learning   12
AI's Expansion Across Industries: Networking, Cloud Computing, Security,
Collaboration, and IoT   14
AI's Impacts on the Job Market   15
AI's Impacts on Security, Ethics, and Privacy   17
Summary   30
References   31
Chapter 2. Connected Intelligence: AI in Computer Networking   33
The Role of AI in Computer Networking   34
AI for Network Management   37
AI for Network Optimization   45
AI for Network Security   49
AI for Traffic Classification and Prediction   52
AI in Network Digital Twins   54
Summary   55
References   56
 
Chapter 3. Securing the Digital Frontier: AI's Role in Cybersecurity   59
AI in Incident Response: Analyzing Potential Indicators to Determine the
Type of Attack   59
AI in Vulnerability Management and Vulnerability Prioritization   71
AI in Security Governance, Policies, Processes, and Procedures   73
Using AI to Create Secure Network Designs   74
AI and Security Implications of IoT, OT, Embedded, and Specialized Systems
  75
AI and Physical Security   76
AI in Security Assessments, Red Teaming, and Penetration Testing   77
AI in Identity and Account Management   80
Using AI for Fraud Detection and Prevention   86
AI and Cryptography   87
AI in Secure Application Development, Deployment, and Automation   90
Summary   93
References   94
 
Chapter 4. AI and Collaboration Building Bridges, Not Walls   95
Collaboration Tools and the Future of Work   96
AI for Collaboration   101
The Contact Center: A Bridge to Customers   109
AR/VR: A Closer Look   113
Affective Computing   116
Summary   116
References   117
 
Chapter 5. AI in the Internet of Things (AIoT)    119
Understanding the IoT Landscape   120
AI for Data Analytics and Decision Making   122
AI for IoT Resource Optimization   125
AI for IoT in Supply Chain   127
AI for IoT Security   130
AI for IoT in Sustainability   133
Summary   137
References   137
 
Chapter 6. Revolutionizing Cloud Computing with AI   139
Understanding the Cloud Computing Environment   139
AI in Cloud Infrastructure Management   145
AI for Cloud Security   147
AI for Cloud Optimization   151
AI and Machine Learning as a Service   153
Challenges of AI and Machine Learning in the Cloud   158
What Lies Ahead   158
References   159
 
Chapter 7. Impact of AI in Other Emerging Technologies   161
Executive Order on the Development and Use of Artificial Intelligence   162
AI in Quantum Computing   163
How AI Can Revolutionize Quantum Hardware Optimization   167
Data Analysis and Interpretation   168
AI in Blockchain Technologies   169
AI in Autonomous Vehicles and Drones   175
AI in Edge Computing   175
Summary   183
References   184
 
Index   185