Advances in Digital Forensics XV
Digital forensics deals with the acquisition, preservation, examination, analysis and presentation of electronic evidence. Computer networks, cloud computing, smartphones, embedded devices and the Internet of Things have expanded the role of digital forensics beyond traditional computer crime investigations. Practically every crime now involves some aspect of digital evidence; digital forensics provides the techniques and tools to articulate this evidence in legal proceedings. Digital forensics also has myriad intelligence applications; furthermore, it has a vital role in cyber security -- investigations of security breaches yield valuable information that can be used to design more secure and resilient systems. Advances in Digital Forensics XV describes original research results and innovative applications in the discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations. The areas of coverage include: forensic models, mobile and embedded device forensics, filesystem forensics, image forensics, and forensic techniques.This book is the fifteenth volume in the annual series produced by the International Federation for Information Processing (IFIP) Working Group 11.9 on Digital Forensics, an international community of scientists, engineers and practitioners dedicated to advancing the state of the art of research and practice in digital forensics. The book contains a selection of fourteen edited papers from the Fifteenth Annual IFIP WG 11.9 International Conference on Digital Forensics, held in Orlando, Florida, USA in the winter of 2019. Advances in Digital Forensics XV is an important resource for researchers, faculty members and graduate students, as well as for practitioners and individuals engaged in research and development efforts for the law enforcement and intelligence communities.
Collaborative Networks and Digital Transformation
This book constitutes the refereed proceedings of the 20th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2019, held in Turin, Italy, in September 2019. The 56 revised full papers were carefully reviewed and selected from 141 submissions. They provide a comprehensive overview of major challenges and recent advances in various domains related to the digital transformation and collaborative networks and their applications with a strong focus on the following areas related to the main theme of the conference: collaborative models, platforms and systems for digital revolution; manufacturing ecosystem and collaboration in Industry 4.0; big data analytics and intelligence; risk, performance, and uncertainty in collaborative networked systems; semantic data/service discovery, retrieval, and composition in a collaborative networked world; trust and sustainability analysis in collaborative networks; value creation and social impact of collaborative networks on the digital revolution; technology development platforms supporting collaborative systems; collective intelligence and collaboration in advanced/emerging applications; and collaborative manufacturing and factories of the future, e-health and care, food and agribusiness, and crisis/disaster management.
Web Designing and Publishing
The book is based on NIELIT `O' Level Module-2 syllabus for Web Designing and Publishing. Book explains technical concepts in an easy-to-understand language and in a simple manner. The purpose of this module is to provide the skill to students in designing layouts of web sites by using a combination of HTML, CSS, and JavaScript to create web pages. A very useful feature of this book is that different types of HTML tags are explained with practical examples, to enable a reader to understand them without any outside help. This book includes current trends on the Internet, such as Client and Server-side scripting languages, types of websites, and AngularJS. It is a client-side JavaScript MVC framework to develop a dynamic web application.
Digitale Signaturen. Das Lamport-Diffie-Einmal-Signaturverfahren, RSA-Signaturverfahren, Merkle-Signaturverfahren und der Digital Signature Algorithm
Studienarbeit aus dem Jahr 2020 im Fachbereich Informatik - IT-Security, Note: 1,0, Friedrich-Alexander-Universit瓣t Erlangen-N羹rnberg, Sprache: Deutsch, Abstract: In dieser Arbeit werden die wichtigsten digitalen Signatur-Verfahren in ihren Grundz羹gen erkl瓣rt und deren Sicherheit knapp erl瓣utert. Digitale Signatur-Verfahren sind so wichtig, dass ihre Verwendung in Deutschland durch das Signaturgesetz gesetzlich vorgeschrieben war. Nachdem dieses 2016 au?er Kraft getreten ist, wurde von der Bundesnetzagentur auf die Kriterien im SOGIS-Kryptokatalog verwiesen, um weiterhin einen hohen Sicherheitsstandard zu wahren. Digitale Signaturen sind demnach von gro?em praktischen Nutzen, da sie n繹tig sind, um sicheren Datenverkehr zu gew瓣hrleisten.
Implementing Cryptography Using Python
Learn to deploy proven cryptographic tools in your applications and services Cryptography is, quite simply, what makes security and privacy in the digital world possible. Tech professionals, including programmers, IT admins, and security analysts, need to understand how cryptography works to protect users, data, and assets. Implementing Cryptography Using Python will teach you the essentials, so you can apply proven cryptographic tools to secure your applications and systems. Because this book uses Python, an easily accessible language that has become one of the standards for cryptography implementation, you'll be able to quickly learn how to secure applications and data of all kinds. In this easy-to-read guide, well-known cybersecurity expert Shannon Bray walks you through creating secure communications in public channels using public-key cryptography. You'll also explore methods of authenticating messages to ensure that they haven't been tampered with in transit. Finally, you'll learn how to use digital signatures to let others verify the messages sent through your services. Learn how to implement proven cryptographic tools, using easy-to-understand examples written in Python Discover the history of cryptography and understand its critical importance in today's digital communication systems Work through real-world examples to understand the pros and cons of various authentication methods Protect your end-users and ensure that your applications and systems are using up-to-date cryptography
Applied Deep Learning and Computer Vision for Self-Driving Cars
Explore self-driving car technology using deep learning and artificial intelligence techniques and libraries such as TensorFlow, Keras, and OpenCVKey Features Build and train powerful neural network models to build an autonomous car Implement computer vision, deep learning, and AI techniques to create automotive algorithms Overcome the challenges faced while automating different aspects of driving using modern Python libraries and architectures Book Description Thanks to a number of recent breakthroughs, self-driving car technology is now an emerging subject in the field of artificial intelligence and has shifted data scientists' focus to building autonomous cars that will transform the automotive industry. This book is a comprehensive guide to use deep learning and computer vision techniques to develop autonomous cars. Starting with the basics of self-driving cars (SDCs), this book will take you through the deep neural network techniques required to get up and running with building your autonomous vehicle. Once you are comfortable with the basics, you'll delve into advanced computer vision techniques and learn how to use deep learning methods to perform a variety of computer vision tasks such as finding lane lines, improving image classification, and so on. You will explore the basic structure and working of a semantic segmentation model and get to grips with detecting cars using semantic segmentation. The book also covers advanced applications such as behavior cloning and vehicle detection using OpenCV, transfer learning, and deep learning methodologies to train SDCs to mimic human driving. By the end of this book, you'll have learned how to implement a variety of neural networks to develop your own autonomous vehicle using modern Python libraries. What you will learn Implement deep neural network from scratch using the Keras library Understand the importance of deep learning in self-driving cars Get to grips with feature extraction techniques in image processing using the OpenCV library Design a software pipeline that detects lane lines in videos Implement a convolutional neural network (CNN) image classifier for traffic signal signs Train and test neural networks for behavioral cloning by driving a car in a virtual simulator Discover various state-of-the-art semantic segmentation and object detection architectures Who this book is for If you are a deep learning engineer, AI researcher, or anyone looking to implement deep learning and computer vision techniques to build self-driving blueprint solutions, this book is for you. Anyone who wants to learn how various automotive-related algorithms are built, will also find this book useful. Python programming experience, along with a basic understanding of deep learning, is necessary to get the most of this book.
Network and CommunicationResearch on the Development of Electronic Information Engineering
Table of ContentsList of Expert Groups and Writing Groups Introduction I. Global Development Trend (1) Frontier Innovation (2) Technological Innovation (3) Industrial Development II. Current Situation of Development in China (1) Frontier Innovation (2) Technological Innovation (3) Industrial Development (4) Opportunities and Challenges III. Future Prospects in China (1) Frontier Innovation (2) Technological Innovation (3) Industrial Development IV. Hot Spots in China (1) Mobile Communication (2) Data communication (3) Optical Fiber Communication (4) Mobile internet (5) Internet of Things (6) Edge Computing (7) Quantum communication V. Annual Hot Words Reference
Designing for Behavior ChangeApplying Psychology and Behavioral Economics
Designers and managers hope their products become essential for users--integrated into their lives like Instagram, Lyft, and others have become. Such deep integration isn't accidental: it's a process of careful design and iterative learning, especially for technology companies. This guide shows you how to apply behavioral science--research that supports many products--to help your users achieve their goals using your product. In this updated edition, Stephen Wendel, head of behavioral science at Morningstar, takes you step-by-step through the process of incorporating behavioral science into product design and development. Product managers, UX and interaction designers, and data analysts will learn a simple and effective approach for identifying target users and behaviors, building the product, and gauging its effectiveness. Learn the three main strategies to help people change behavior Identify behaviors your target audience seeks to change--and obstacles that stand in their way Develop effective designs that are enjoyable to use Measure your product's impact and learn ways to improve it Combine behavioral science with data science to pinpoint problems and test potential solutions
Security and Privacy Trends in the Industrial Internet of Things
This book, written by leaders in the protection field of critical infrastructures, provides an extended overview of the technological and operative advantages together with the security problems and challenges of the new paradigm of the Internet of Things in today's industry, also known as the Industry Internet of Things (IIoT). The incorporation of the new embedded technologies and the interconnected networking advances in the automation and monitoring processes, certainly multiplies the functional complexities of the underlying control system, whilst increasing security and privacy risks. The critical nature of the application context and its relevance for the well-being of citizens and their economy, attracts the attention of multiple, advanced attackers, with stealthy abilities to evade security policies, ex-filter information or exploit vulnerabilities. Some real-life events and registers in CERTs have already clearly demonstrated how the control industry can become vulnerable to multiple types of advanced threats whose focus consists in hitting the safety and security of the control processes. This book, therefore, comprises a detailed spectrum of research papers with highly analytical content and actuation procedures to cover the relevant security and privacy issues such as data protection, awareness, response and resilience, all of them working at optimal times. Readers will be able to comprehend the construction problems of the fourth industrial revolution and are introduced to effective, lightweight protection solutions which can be integrated as part of the new IIoT-based monitoring ecosystem.
Practical Hexo
Leverage the power of Hexo to quickly produce static blog sites that are efficient and fast. This project-oriented book simplifies the process of setting up Hexo and manipulating content, using little more than a text editor and free software. It will equip you with a starting toolset that you can use to develop future projects, incorporate into your existing workflow and allow you to take your websites to the next level. Hexo is based on JavaScript and Node.js, two of the biggest tools available for developers: you can enhance, extend, and configure Hexo as requirements dictate. With Hexo the art of possible is only limited by the extent of your imagination and the power of JavaScript and Node.js.Practical Hexo gets you quickly acquainted with creating and manipulating blogs using a static site generator approach. You will understand how to use the Hexo framework to rapidly create and deploy blogs that are performant, with the minimum of fuss, then extend and customize your content using plugins and themes. You will work through some practical projects to help solidify your skills, and put them into practice. What You'll LearnImplement the Hexo framework in a projectCustomize and extend contentConsider maintenance requirements and how they compare to other blog systemsApply skills to practical, real-world projectsCreate themes and build pluginsMake changes using other tools and libraries. Who This Book Is For Website developers who are already familiar with JavaScript and keen to learn how to leverage the Hexo framework. Agile development team members, where time is of the essence to deliver results quickly. Developers who want to focus on simplicity, to produce efficient and properly optimized content in modern browsers using tools already in their possession.
Cybersecurity and Secure Information SystemsChallenges and Solutions in Smart Environments
Security and Privacy in Smart City Applications and Services: Opportunities and Challenges; A. Verma et al.- A Lightweight Multi-Level Encryption Model for IoT Applications; M. Durairaj, K. Muthuramalingam.- An Efficient Image Encryption Scheme based on Signcryption Technique with Adaptive Elephant Herding Optimization; K. Shankar et al.- Time Split based Pre-processing with a Data-driven Approach for Malicious URL Detection; N.B. Harikrishnan et al.- Optimal Wavelet Coefficients Based Steganography for Image Security with Secret Sharing Cryptography Model; A. Sivasankari, S. Krishnaveni.- Deep learning Framework for Cyber Threat Situational Awareness based on Email and URL Data Analysis; R. Vinayakumar et al.- Application of Deep Learning Architectures for Cyber security; R. Vinayakumar et al.- Improved DGA Domain Names Detection and Categorization using Deep learning Architectures with Classical Machine learning Algorithms; R. Vinayakumar et al.- Secure Data Transmission through Reliable Vehicles in VANET using Optimal Lightweight Cryptography; E. Perumal et al.- Some specific examples of attacks on information systems and smart cities applications; M. Saračevic et al.- Clustering Based Cybersecurity Model for Cloud Data; A. Bhuvaneshwaran et al.- A Detailed Investigation and Analysis of Deep Learning Architectures and Visualization Techniques for Malware Family Identification; S. Akarsh et al.- Design and Implementation of a Research and Education Cybersecurity Operations Center; C. DeCusatis et al.
Testing and Securing Web Applications
This book is about how to test Web based applications so that customers know that they are very safe to access them, and that their information and data will not fall into the hands of a malicious third party. The only way that this can be accomplished is with thorough security testing.
Natural Language Processing with Spark Nlp
If you want to build an enterprise-quality application that uses natural language text but aren璽 t sure where to begin or what tools to use, this practical guide will help get you started. Alex Thomas, principal data scientist at Wisecube, shows software engineers and data scientists how to build scalable natural language processing (NLP) applications using deep learning and the Apache Spark NLP library. Through concrete examples, practical and theoretical explanations, and hands-on exercises for using NLP on the Spark processing framework, this book teaches you everything from basic linguistics and writing systems to sentiment analysis and search engines. You璽 ll also explore special concerns for developing text-based applications, such as performance. In four sections, you璽 ll learn NLP basics and building blocks before diving into application and system building: Basics: Understand the fundamentals of natural language processing, NLP on Apache Stark, and deep learning Building blocks: Learn techniques for building NLP applications璽 including tokenization, sentence segmentation, and named-entity recognition璽 and discover how and why they work Applications: Explore the design, development, and experimentation process for building your own NLP applications Building NLP systems: Consider options for productionizing and deploying NLP models, including which human languages to support
AI Self-Driving Cars Consonance
A vital book by industry thought leader and global AI expert, Dr. Lance Eliot, and based on his popular AI Insider series and podcasts, this fascinating book provides pioneering advances for the advent of AI self-driving driverless autonomous cars. Included too are keen insights about the practical application of Artificial Intelligence (AI) and Machines Learning (ML).
The React Workshop
Work through engaging exercises and activities and gain practical skills to make your web applications function effortlessly with the help of ReactKey Features Explore the React environment by creating live projects Solve real-world problems relating to building modern web applications Gain a thorough understanding of how data moves through different React components Book Description Are you interested in how React takes command of the view layer for web and mobile apps and changes the data of large web applications without needing to reload the page? This workshop will help you learn how and show you how to develop and enhance web apps using the features of the React framework with interesting examples and exercises. The workshop starts by demonstrating how to create your first React project. You'll tap into React's popular feature JSX to develop templates and use DOM events to make your project interactive. Next, you'll focus on the lifecycle of the React component and understand how components are created, mounted, unmounted, and destroyed.  Later, you'll create and customize components to understand the data flow in React and how props and state communicate between components. You'll also use Formik to create forms in React to explore the concept of controlled and uncontrolled components and even play with React Router to navigate between React components. The chapters that follow will help you build an interesting image-search app to fetch data from the outside world and populate the data to the React app. Finally, you'll understand what ref API is and how it is used to manipulate DOM in an imperative way. By the end of this React book, you'll have the skills you need to set up and create web apps using React. What you will learn Use JSX to include logic in the view layer of applications Get familiar with the important methods and events in the React lifecycle Distinguish between class and functional component syntaxes Create forms with Formik and handle errors Understand the React Hooks API and the problems it can solve Fetch outside data using the Axios library and populate the data to the app Who this book is for The React Workshop is for web developers and programmers who are looking to learn React and use it for creating and enhancing web applications. Although the workshop is for beginners, prior knowledge of JavaScript programming and HTML and CSS is necessary to easily understand the concepts that are covered.
Articulating Design DecisionsCommunicate with Stakeholders, Keep Your Sanity, and Deliver
Talking to people about your designs might seem like a basic skill, but it can be difficult to do well. In many cases, how you communicate with stakeholders, clients, and other nondesigners may be more important than the designs themselves. Because if you can't get their support, your work will never see the light of day--no matter how good it is. This practical guide focuses on principles, tactics, and actionable methods for presenting your designs. Whether you design apps, websites, or products, you'll learn how to get support from people who have influence over the project with the goal of creating the best user experience. Walk through the process of preparing and presenting your designs Understand stakeholder perspectives and learn how to empathize with them Cultivate both implicit and explicit listening skills Learn tactics and strategies for expressing the most effective response to feedback Create the right documentation for your decisions to avoid repeated conversations Learn why following through is just as important as the meeting itself
Rational Cybersecurity for BusinessThe Security Leaders’ Guide to Business Alignment
Use the guidance in this comprehensive field guide to gain the support of your top executives for aligning a rational cybersecurity plan with your business. You will learn how to improve working relationships with stakeholders in complex digital businesses, IT, and development environments. You will know how to prioritize your security program, and motivate and retain your team.Misalignment between security and your business can start at the top at the C-suite or happen at the line of business, IT, development, or user level. It has a corrosive effect on any security project it touches. But it does not have to be like this. Author Dan Blum presents valuable lessons learned from interviews with over 70 security and business leaders. You will discover how to successfully solve issues related to: risk management, operational security, privacy protection, hybrid cloud management, security culture and user awareness, and communication challenges.This open access book presents six priority areas to focus on to maximize the effectiveness of your cybersecurity program: risk management, control baseline, security culture, IT rationalization, access control, and cyber-resilience. Common challenges and good practices are provided for businesses of different types and sizes. And more than 50 specific keys to alignment are included. What You Will LearnImprove your security culture: clarify security-related roles, communicate effectively to businesspeople, and hire, motivate, or retain outstanding security staff by creating a sense of efficacy Develop a consistent accountability model, information risk taxonomy, and risk management framework Adopt a security and risk governance model consistent with your business structure or culture, manage policy, and optimize security budgeting within the larger business unit and CIO organization IT spend Tailor a control baseline to your organization's maturity level, regulatory requirements, scale, circumstances, and critical assets Help CIOs, Chief Digital Officers, and other executives to develop an IT strategy for curating cloud solutions and reducing shadow IT, building up DevSecOps and Disciplined Agile, and moreBalance access control and accountability approaches, leverage modern digital identity standards to improve digital relationships, and provide data governance and privacy-enhancing capabilitiesPlan for cyber-resilience: work with the SOC, IT, business groups, and external sources to coordinate incident response and to recover from outages and come back stronger Integrate your learnings from this book into a quick-hitting rational cybersecurity success plan Who This Book Is For Chief Information Security Officers (CISOs)and other heads of security, security directors and managers, security architects and project leads, and other team members providing security leadership to your business
Learning Salesforce Development with Apex
Learn to harness the power of the Apex language to build Salesforce applications Key Features Learn how to work with the Apex language Learn how to develop Apex TriggersLearn how to use SOQL and SOSL to retrieve data Learn how to write Object-Oriented Salesforce code Explore the best practices to deliver scalable and maintainable code Description This book covers the fundamentals of the Salesforce Apex programming language used by developers to build powerful applications in the cloud. In this book, you will learn how to work with the Apex language to build scalable applications that can interact with and update data from your users. We cover the language from the ground up, introducing programming concepts such as variables and control statements alongside clear and concise examples to help you understand the key concepts and features. Platform-specific features such as Apex triggers, SOQL and SOSL are covered in detail to help ensure you deliver robust and scalable solutions. Nuances and best practices for development are discussed along with how to effectively test your code to ensure that you can deploy it to users with confidence. Object-oriented programming in Apex is also covered in-depth to ensure that you can develop dynamic solutions and build for the future. The book also discusses and shows developers how to integrate with third-party solutions using REST APIs in Apex. By the end of the book, the reader will know how to start developing applications using Apex with confidence. What will you learn Learn how to declare variables in Apex. Understand how to work with collections in Apex. Use different control statements within Apex to control program flow.Learn how to use the built-in tools to test in Apex. Understand how to make callouts to external applications and data sources. Who this book is forThis book is intended for those starting out with Apex, whether existing Salesforce Admins or those joining the Salesforce ecosystem with little professional prior programming experience, such as students. The reader is expected to have some basic familiarity with Salesforce as a platform, although key concepts are reviewed. Table of Contents 0. Introduction1. An Introduction to the Salesforce Platform2. What is Apex?3. Variables in Apex4. Collections5. Control Statements6. Apex Triggers7. SOQL8. SOSL9. Defining Apex Classes10. Apex Class Inheritance11. Testing Apex12. Callouts in Apex13. EpilogueAbout the Author Paul Battisson is a 7x Salesforce MVP, holds numerous Salesforce certifications, is a Salesforce Certified Instructor and co-leader of the Leeds Salesforce Developer Group. He runs the CloudBites.TV website and YouTube channel, which has over 108k views of free training content for Salesforce admins, developers and architects. He is the COO of Cloud Galacticos, a UK based Salesforce consulting partner. Your Blog links: www.paulbattisson.com www.cloudbites.tvYour LinkedIn Profile: https: //www.linkedin.com/in/paulbattisson/
Internet Technology
This book contains a simple description of how modern networks and the Internet and are structured and how they work. It is primarily intended as an introduction for people who are interested in technology, such as help desk staff who want to expand their knowledge in the field.It is also very helpful for people who have other reasons for understanding this technology, such as management teams, owners or salespeople. Even ordinary users benefit greatly from gaining some understanding of the Internet and its infrastructure, which this book conveys in a clear and simple manner.The author, who was involved in constructing the Internet as early as the 1980s, has extensive experience in the design and maintenance of networks for major operators as well as organizations and companies of various sizes. This book is perfect if you want to understand what happens with the content you send out on the network and Internet and how it works with the different technologies. It is not really necessary to have any prior knowledge of the subject to comprehend the information in this book.
DIY Website Workbook
You know your business needs a website but don't quite know where to start. Should you make it yourself or hire a web developer? Use Wix, Squarespace, WordPress or another tool? If you find yourself paralyzed by overwhelm and technical jargon, DIY Website Workbook offers a step-by-step approach to building an unforgettable web presence. By working through the seven steps in this book, you can not only build a stunning website - you can put plans in place to create a web presence that ranks well in search engines and strategically engages and converts viewers into paying clients. DIY Website Workbook will help you: - Think through the purpose of your online presence- Eliminate feelings of overwhelm in the website building process- Create website that converts and ranks highly on Google and other search engines- Comprehend the basics of SEO (search engine optimization) principles- Follow a step-by-step process for building a stunning, compelling web presenc
Social Media Marketing For Beginners - How To Make Money Online
Looking For Guaranteed Strategies To Dominate & Monetize Your Social Media Brand?Are you someone who has very little followers? Is your social media presence weak and lacking the punch of other influencers? Are your followers weakly targeted with very little interaction? And do you lack a clear marketing plan to monetize your brand? What if I told you there was a way that you could grow your follower base organically, have a strong social media presence, and a highly interactive follower base that you can monetize with a simple send of a message? With Social Media Marketing: Guaranteed Strategies To Monetizing, Mastering, & Dominating Any Platform, you will have all the strategies at the tip of your fingertips to grow your social media presence explosively! In Social Media Marketing You Will Learn: Proven Strategies To Take Your Facebook, Twitter, Instagram, Youtube, And Snapchat Follower Base To New Heights How To Get Highly Targeted Followers Who Be On Your Beck And Call Advanced Social Media Marketing Strategies How To Increase Your Interaction Rates Of Your Followers How To Use A Clear & Proven Marketing Blitz To Grow Your Business BONUS Strategies For Maximing Profits From Your Different Social Media Platforms Tips On How To Be A Master Influencer In Your Niche These Are The Golden Tools That Your Business Needs Right Now To See The Explosive Growth That You Always Wanted. Scroll to the top and click on the 'BUY NOW' button to get these unbelievable strategies!
A Hacker, I Am
A Hacker, I Am is not your normal cyber security book, it explains topics in stories, scenarios, without all the Jargon. Its fun, educational and you can read any chapter you want in any order you want. You bought the book you should be able to read it how you want.This book has been created to help everyone, not just the technical folk understand cybersecurity and the associated risks. Some new technologies and what we need to do to be prepared for them. My opinions on several cyber-related topics that will help you all be better informed on what you need to know and some advice on how you can improve your systems. I poke a bit of fun at my own industry at times and just try to make the topic a bit more enjoyable.If you use a computer or the internet you should read my book, you will gain a much better understanding of the risks and how you can be more secure.
Machine Learning For Beginners
Machine learning is going to be something that you are going to use so that you can discover why and how you are getting the outcomes that you are getting with the program that you are using. With machine learning, you are going to have the option of putting the data in that you want into the program and getting the results that you want to get. You are going to better understand where you made a mistake so that you can go back in and fix it. While you are going to get frustrated with machine learning, it is going to help you in the long run. It is an innovative idea that you understand how to use Python so that you can better use machine learning for what you need it to be used for. If you do not know how to script with python, you are going to want to learn the basics of Python just so that you know how to navigate python.
Computer Security and Encryption
Because of the rapid growth of cybercrime, cryptography and system security may be the fastest growing technologies in our culture today. This book describes various aspects of cryptography and system security, with a particular emphasis on the use of rigorous security models and practices in the design of networks and systems. The first portion of the book presents the overall system security concepts and provides a general overview of its features, such as object model and inter-object communications. The objective is to provide an understanding of the cryptography underpinnings on which the rest of the book is based. The book is designed to meet the needs of beginners as well as more advanced readers. Features: Covers the major components of cryptography and system security, with a particular emphasis on the use of rigorous security models and practices used in the design of networks and systemsIncludes a discussion of emerging technologies such as Big Data Analytics, cloud computing, Internet of Things (IoT), Smart Grid, SCADA, control systems, and Wireless Sensor Networks (WSN)
Smart Office. Auswirkung der Digitalisierung auf Geb瓣ude und Ausstattung
Studienarbeit aus dem Jahr 2020 im Fachbereich Informatik - Internet, neue Technologien, Note: 1,0, Northern Business School, Sprache: Deutsch, Abstract: Wie gestaltet sich das B羹ro der Zukunft? Die fortschreitende Digitalisierung wirkt sich auch auf Immobilien und dessen Geb瓣udestrukturen aus. Bereits im privaten Wohnsegment erleichtern digitale Helfer den Lebensalltag und auch im B羹roalltag nehmen smarte Technologien eine immer bedeutendere Rolle ein. Dieser Wandel in Verbindung mit den neuen Einstellungen und Erwartungen der jungen Arbeitnehmergenerationen stellen Unternehmen ebenso wie Immobilien vor neue Herausforderungen. Welche Auswirkungen das aktuelle Geschehen auf Geb瓣ude und dessen Ausstattung haben wird und wie sich resultierend daraus das B羹ro der Zukunft gestaltet, wird in der Arbeit untersucht.
Beginning Java MVC 1.0
Get started with using the new Java MVC 1.0 framework for model, view, and controller development for building modern Java-based web, native, and microservices applications. Beginning Java MVC teaches you the basics, then dives in to models, views, controllers. Next, you learn data binding, events, application types, view engines, and more. You will be given practical examples along the way to reinforce what you have learned. Furthermore, you'll work with annotations, internationalization, security, and deployment. After reading this book, you'll have the know how to build your first full Java-based MVC application. What You Will Learn Discover the Java MVC 1.0 APIs and how to use them Master the Model, View and Controller design pattern Carry out data binding Write events Work with view engines Who This Book Is For Those new to Java MVC 1.0. Some prior experience with Java programming recommended, especially with JSF or Struts.
Practical User ResearchEverything You Need to Know to Integrate User Research to Your Prod
Explore how User Research has been influenced over the years by a range of disciplines, such as HCI, usability, anthropology, cognitive psychology, ergonomics etc. This book aims to contribute to the User Research community and covers topics that will help UX professionals, students and stakeholders to gain a better understanding of what User Research is.Throughout the book you will acquire a practical skill set, ranging from how to get the research going, to building a case in order to receive the budget and resources needed. It will provide you with a clear account of how to organise your research, how to plan it, and how to manage stakeholders' expectations throughout the project. You'll see how to fit User Research into your organization and incorporate it through the different product development phases (Discovery, Alpha, Beta until Live), as well as how to grow a User Research team.Practical User Research reviews the methodologies used for User Research, looks at how to recruit participants along with how to collect and analyse data, finally focusing on how to interpret and present your findings. Cross-cultural research, accessibility and assisted digital research will also be discussed throughout this book. The final chapter gives you 10 project briefs, with which you will be able to apply your new skill set and put into practice what you have learnt.What You'll LearnIntegrate user research into your businessApply user research to your product development cycleReview the appropriate processes necessary to carry out user researchTake a pragmatic approach to user research, method by methodWho This Book Is For Anyone that wants to understand more about user research.
Integrated Networking, Caching, and Computing
This book features the major research advances on integrated networking, caching, and computing. Information-centric networking-based caching is one of the promising techniques for future networks.
Detection of Intrusions and Malware, and Vulnerability Assessment
This book constitutes the proceedings of the 17th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2020, held in Lisbon, Portugal, in June 2020.* The 13 full papers presented in this volume were carefully reviewed and selected from 45 submissions. The contributions were organized in topical sections named: vulnerability discovery and analysis; attacks; web security; and detection and containment. ​*The conference was held virtually due to the COVID-19 pandemic.
Vehicular Social Networks
The book provides a comprehensive guide to vehicular social networks. The book focuses on a new class of mobile ad hoc networks that exploits social aspects applied to vehicular environments.
Hands-On Natural Language Processing with PyTorch 1.x
Become a proficient NLP data scientist by developing deep learning models for NLP and extract valuable insights from structured and unstructured dataKey Features Get to grips with word embeddings, semantics, labeling, and high-level word representations using practical examples Learn modern approaches to NLP and explore state-of-the-art NLP models using PyTorch Improve your NLP applications with innovative neural networks such as RNNs, LSTMs, and CNNs Book Description In the internet age, where an increasing volume of text data is generated daily from social media and other platforms, being able to make sense of that data is a crucial skill. With this book, you'll learn how to extract valuable insights from text by building deep learning models for natural language processing (NLP) tasks. Starting by understanding how to install PyTorch and using CUDA to accelerate the processing speed, you'll explore how the NLP architecture works with the help of practical examples. This PyTorch NLP book will guide you through core concepts such as word embeddings, CBOW, and tokenization in PyTorch. You'll then learn techniques for processing textual data and see how deep learning can be used for NLP tasks. The book demonstrates how to implement deep learning and neural network architectures to build models that will allow you to classify and translate text and perform sentiment analysis. Finally, you'll learn how to build advanced NLP models, such as conversational chatbots. By the end of this book, you'll not only have understood the different NLP problems that can be solved using deep learning with PyTorch, but also be able to build models to solve them. What you will learn Use NLP techniques for understanding, processing, and generating text Understand PyTorch, its applications and how it can be used to build deep linguistic models Explore the wide variety of deep learning architectures for NLP Develop the skills you need to process and represent both structured and unstructured NLP data Become well-versed with state-of-the-art technologies and exciting new developments in the NLP domain Create chatbots using attention-based neural networks Who this book is for This PyTorch book is for NLP developers, machine learning and deep learning developers, and anyone interested in building intelligent language applications using both traditional NLP approaches and deep learning architectures. If you're looking to adopt modern NLP techniques and models for your development projects, this book is for you. Working knowledge of Python programming, along with basic working knowledge of NLP tasks, is required.
The Content Marketing Playbook - Strategies to Attract the Right Customers
Are you interested in learning how content marketing can improve your business and profits? Tired of getting nowhere fast? The content marketing playbook is a strategic guide that explains how to source, produce, organize, distribute and promote valuable content that attracts new customers. This is perfect for anyone who wants to sell products or services, anyone who works in marketing, sales or management and is interested in learning how to acquire more customers. UPDATED 2020 EDITION - Content marketing will specifically address your customers problems, provide them with your solution and become a source of revenue that you can rely on. If you want to learn everything you'll ever need to know about content marketing, this is the book for you! What is inside of this book?- Content Marketing BasicsWays to Attract Clients5 Benefits of Content MarketingSteps to Start Creating Content15 Ideas for Getting Paid With ContentContent Marketing Best Practices- Creating Content That is Valuable10 Ways to Generate Content IdeasThe Content Calculator & FormulaList of the Most Popular Content Types- Creating Content By Search IntentExamples of the Buyer's Journey Funnel24 Types of Content By Decision Stage3 Tools Used to Generate Fresh Ideas- Where to Get Content Fast & On BudgetMonetization Methods for ContentHow to Generate Traffic and Sales16 Ways to Distribute Content OnlineWays to Plan and Schedule Your ContentOver 15 Content Marketing Resources with LinksFAQ's on Content and Getting Started
Full Stack Serverless
Cloud computing is typically associated with backend development and DevOps. But with the rise of serverless technologies and a new generation of services and frameworks, frontend and mobile developers can build robust applications with production-ready features such as authentication and authorization, API gateways, chatbots, augmented reality scenes, and more. This hands-on guide shows you how. Nader Dabit, developer advocate at Amazon Web Services, guides you through the process of building full stack applications using React, AWS, GraphQL, and AWS Amplify. You'll learn how to create and incorporate services into your client applications while learning general best practices, deployment strategies, rich media management, and continuous integration and delivery along the way. Learn how to build serverless applications that solve real problems Understand what is (and isn't) possible when using these technologies Create a GraphQL API that interacts with DynamoDB and a NoSQL database Examine how authentication works--and learn the difference between authentication and authorization Get an in-depth view of how serverless functions work and why they're important Build full stack applications on AWS and create offline apps with Amplify DataStore
Mobile Evolution
This book presents insights, interpretations, concepts, and interdependent views-in the landscape of mobile connectivity and service-that emphasize the significance of a harmonious interplay, cooperation, and coalescing of a variety of interdisciplinary domains of science and art. Mobile Evolution: Insights on Connectivity and Service exp
Internet Infrastructure
This book is a comprehensive introduction to Internet Infrastructure. It covers wired and wireless networks, the Internet (specifically the TCP/IP protocol), the domain name system (DNS), web servers and the HTTP/HTTPS protocols, web caches and various proxy server protocols, establishing IP addresses, and cloud computing.
Social Network Analysis
The book addresses the issue of interdisciplinary understanding of collaboration on the topic of social network studies. Researchers and practitioners from various disciplines including sociology, computer science, socio-psychology, public health, complex systems, and management science have worked largely independently, each with quite differen
Cyber Breach Response That Actually Works
You will be breached--the only question is whether you'll be ready A cyber breach could cost your organization millions of dollars--in 2019, the average cost of a cyber breach for companies was $3.9M, a figure that is increasing 20-30% annually. But effective planning can lessen the impact and duration of an inevitable cyberattack. Cyber Breach Response That Actually Works provides a business-focused methodology that will allow you to address the aftermath of a cyber breach and reduce its impact to your enterprise. This book goes beyond step-by-step instructions for technical staff, focusing on big-picture planning and strategy that makes the most business impact. Inside, you'll learn what drives cyber incident response and how to build effective incident response capabilities. Expert author Andrew Gorecki delivers a vendor-agnostic approach based on his experience with Fortune 500 organizations. Understand the evolving threat landscape and learn how to address tactical and strategic challenges to build a comprehensive and cohesive cyber breach response program Discover how incident response fits within your overall information security program, including a look at risk management Build a capable incident response team and create an actionable incident response plan to prepare for cyberattacks and minimize their impact to your organization Effectively investigate small and large-scale incidents and recover faster by leveraging proven industry practices Navigate legal issues impacting incident response, including laws and regulations, criminal cases and civil litigation, and types of evidence and their admissibility in court In addition to its valuable breadth of discussion on incident response from a business strategy perspective, Cyber Breach Response That Actually Works offers information on key technology considerations to aid you in building an effective capability and accelerating investigations to ensure your organization can continue business operations during significant cyber events.
The Motor City Woman Planner for New PodcastersTheMotor City Woman Planner for New Podcasters
This is the all-time favorite tool for new podcasters! Learn how to organize your podcast and maximize your time with the Motor City Woman Planner for New Podcasters. It includes guides, templates and tools that any podcaster needs to run a successful, purpose-driven podcast.
Hands-On Artificial Intelligence for BankingA practical guide to building intelligent fina
Vlsi-Soc: New Technology Enabler
This book contains extended and revised versions of the best papers presented at the 27th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2019, held in Cusco, Peru, in October 2019. The 15 full papers included in this volume were carefully reviewed and selected from the 28 papers (out of 82 submissions) presented at the conference. The papers discuss the latest academic and industrial results and developments as well as future trends in the field of System-on-Chip (SoC) design, considering the challenges of nano-scale, state-of-the-art and emerging manufacturing technologies. In particular they address cutting-edge research fields like heterogeneous, neuromorphic and brain-inspired, biologically-inspired, approximate computing systems.
Security and Privacy in Internet of Things (Iots)
The Internet of Things (IoT) has attracted strong interest from both academia and industry. Unfortunately, it also has attracted the attention of hackers. Security and Privacy in Internet of Things (IoTs): Models, Algorithms, and Implementations brings together some of the top IoT security experts from around the world who contribute thei
Transforming Information SecurityOptimizing Five Concurrent Trends to Reduce Resource Drai
Providing a unique perspective from the center of the debates on end-to-end encryption, Moriarty explores emerging trends in both information security and transport protocol evolution, going beyond simply pointing out today's problems to providing solutions for the future of our product space.
Intrusion Detection and Prevention for Mobile Ecosystems
This book presents state-of-the-art contributions from scientists and practitioners working in intrusion detection and prevention for mobile networks, services, and devices. It covers fundamental theory, techniques, applications, and practical experiences with intrusion detection and prevention.
Mobile Cloud Computing
Current developments in mobile technologies and wireless networks enable the implementation of cloud-based services to be delivered by mobile devices. This is becoming a mainstream approach for deploying cloud services. This book is designed to instruct graduate students and professionals on the fundamental concepts, theoretical models, current
Mathematical Foundations of Public Key Cryptography
Based on the research experience of the authors, this book provides a theoretical structure of fundamental number theory and algebra knowledge supporting public-key cryptography. The authors integrate the results and thinking from more than 20 years of research and teaching, bridging the gap between math theory and crypto practice. It can be use
Security Risk Management for the Internet of ThingsTechnologies and Techniques for IoT Sec
In recent years, the rising complexity of Internet of Things (IoT) systems has increased their potential vulnerabilities and introduced new cybersecurity challenges. In this context, state of the art methods and technologies for security risk assessment have prominent limitations when it comes to large scale, cyber-physical and interconnected IoT systems. Risk assessments for modern IoT systems must be frequent, dynamic and driven by knowledge about both cyber and physical assets. Furthermore, they should be more proactive, more automated, and able to leverage information shared across IoT value chains.This book introduces a set of novel risk assessment techniques and their role in the IoT Security risk management process. Specifically, it presents architectures and platforms for end-to-end security, including their implementation based on the edge/fog computing paradigm. It also highlights machine learning techniques that boost the automation and proactiveness of IoT security risk assessments. Furthermore, blockchain solutions for open and transparent sharing of IoT security information across the supply chain are introduced. Frameworks for privacy awareness, along with technical measures that enable privacy risk assessment and boost GDPR compliance are also presented. Likewise, the book illustrates novel solutions for security certification of IoT systems, along with techniques for IoT security interoperability.In the coming years, IoT security will be a challenging, yet very exciting journey for IoT stakeholders, including security experts, consultants, security research organizations and IoT solution providers. The book provides knowledge and insights about where we stand on this journey. It also attempts to develop a vision for the future and to help readers start their IoT Security efforts on the right foot.
Introduction to Certificateless Cryptography
As an intermediate model between conventional PKC and ID-PKC, CL-PKC can avoid the heavy overhead of certificate management in traditional PKC as well as the key escrow problem in ID-PKC altogether. Since the introduction of CL-PKC, many concrete constructions, security models, and applications have been proposed during the last decade. Differin
Securing Cyber-Physical Systems
This book explores the cybersecurity needed for cyber-physical systems (CPS), with a focus on results of research and real-world deployment experiences. It addresses CPS across multiple sectors of industry. CPS emerged from traditional engineered systems in the areas of power and energy, automotive, healthcare, and aerospace. In general, these s
