Computer Security - ESORICS 2021
The two volume set LNCS 12972 + 12973 constitutes the proceedings of the 26th European Symposium on Research in Computer Security, ESORICS 2021, which took place during October 4-8, 2021.The 71 full papers presented in this book were carefully reviewed and selected from 351 submissions. They were organized in topical sections as follows: Part I: network security; attacks; fuzzing; malware; user behavior and underground economy; blockchain; machine learning; automotive; anomaly detection; Part II: encryption; cryptography; privacy; differential privacy; zero knowledge; key exchange; multi-party computation.
Practical Svelte
Learn to leverage the power of Svelte to produce web applications that are efficient and fast. This project-oriented book simplifies creating sites using Svelte from start to finish, with little more than a text editor and familiar languages such as HTML, CSS, and JavaScript. It equips 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.Practical Svelte is an excellent resource for getting acquainted with creating and manipulating websites or online applications using a component framework approach. It takes the view that we don't have to create something complex and unwieldy. We can build something quickly, using less code than some of its competitors, and extend it using the power of the API and plugins over time, without sacrificing speed or features. You will learn how to use the Svelte framework to rapidly create and deploy websites or online applications that are performant, with the minimum of fuss and using existing tools already available in the browser, get up to speed with individual features of the Svelte framework, and work through a series of small projects that will combine to produce a finished site at the end of the book - this to help consolidate skills from day one and create something that you can use as a basis for future projects. What You Will Learn Understand why Svelte's popularity makes it the go-to framework for constructing applicationsLearn how to scaffold and implement web sites or online applications using SvelteCreate reusable components using Svelte that are interoperable with other frameworks and can solve real-world problemsPerform automated testing and deployment using tools such as CI/CD testing Work through some mini projects from start to finish, understanding what we can achieve using Svelte and where we may need to bring other tools into play Who This Book Is For Website developers who are already familiar with JavaScript, CSS, and HTML and are keen to learn how to leverage the Svelte component framework to quickly create web sites or online applications with little more than a text editor. It's perfect for development teams who do not want to follow the mold and use a credible alternative to React or Angular.
Effective Platform Product Management
Turn your platform into the next big thing with expert advice to scale and implement a proven growth roadmap across multiple channelsKey Features: Gain expert insight about platform business models and how they're different to linear productsExplore the end-to-end platform life cycle, from developing a strategy to measuring the outcomeFollow real-life examples to discover the most effective growth strategies your platformBook Description: Scaling a platform is a lot different than scaling a product. This is why product managers developing or transitioning to a platform model are often facing completely new challenges - both technical and strategic. But if you want to build the next Amazon, Netflix, Spotify, or a completely new type of platform, then you need to adopt a platform-first approach to change how you invent, develop, and market solutions. This is where Effective Product Platform Management comes in.This book addresses product management as a critical pillar of platform development. It'll help you understand the difference between traditional and modern product management for platforms and even decide whether the platform business model is the way to go for you.As you progress, you'll be able to build the right platform strategy, define the MVP, and focus on ongoing backlog prioritization for successful platforms. This book will also walk you through the practical steps and guidelines that can ease your organization's transition from linear products to platforms.By the end of this platform product management book, you'll have learned the essential aspects of product management for building successful and scalable platforms. You'll also have a clear understanding of the next steps you need to take to perfect and execute your new platform strategy - and take on the world.What You Will Learn: Understand the difference between the product and platform business modelBuild an end-to-end platform strategy from scratchTranslate the platform strategy to a roadmap with a well-defined implementation planDefine the MVP for faster releases and test viability in the early stagesCreate an operating model and design an execution planMeasure the success or failure of the platform and make iterations after feedbackWho this book is for: If you're a product manager, product owner, product director, or a business executive working on a platform strategy and its day-to-day execution, then this book is for you. It will also be useful for change managers and program managers tasked with transitioning from products to platforms. You won't need any prior knowledge of platform strategy or platform transitioning before you get started, since the book covers all the basics - but taking notes to reflect on your journey as you work through the practical examples in this book is recommended.
Access Control Management in Cloud Environments
This textbook introduces new business concepts on cloud environments such as secure, scalable anonymity and practical payment protocols for the Internet of things and Blockchain technology. The protocol uses electronic cash for payment transactions. In this new protocol, from the viewpoint of banks, consumers can improve anonymity if they are worried about disclosure of their identities in the cloud. Currently, there is not a book available that has reported the techniques covering the protocols with anonymizations and Blockchain technology. Thus this will be a useful book for universities to purchase. This textbook provides new direction for access control management and online business, with new challenges within Blockchain technology that may arise in cloud environments. One is related to the authorization granting process. For example, when a role is granted to a user, this role may conflict with other roles of the user or together with this role; the user may have orderive a high level of authority. Another is related to authorization revocation. For instance, when a role is revoked from a user, the user may still have the role. Experts will get benefits from these challenges through the developed methodology for authorization granting algorithm, and weak revocation and strong revocation algorithms.
The Art of Modern PHP 8
Discover how to apply the principles of OOP, types, and package management the right wayKey Features: Explore the latest PHP 8.1 features and modern web development practicesRefactor your legacy codebase using modern features and styles in PHPCreate your own Composer packages that can be reused across all PHP projectsBook Description: PHP has come a long way since its introduction. While the language has evolved with PHP 8, there are still a lot of websites running on a version of PHP that is no longer supported. If you are a PHP developer working with legacy PHP systems and want to discover the tenants of modern PHP, this is the book for you.The Art of Modern PHP 8 walks you through the latest PHP features and language concepts. The book helps you upgrade your knowledge of PHP programming and practices. Starting with object-oriented programming (OOP) in PHP and related language features, you'll work through modern programming techniques such as inheritance, understand how it contrasts with composition, and finally look at more advanced language features. You'll learn about the MVC pattern by developing your own MVC system and advance to understanding what a DI container does by building a toy DI container. The book gives you an overview of Composer and how to use it to create reusable PHP packages. You'll also find techniques for deploying these packages to package libraries for other developers to explore.By the end of this PHP book, you'll have equipped yourself with modern server-side programming techniques using the latest versions of PHP.What You Will Learn: Understand how to use modern PHP features such as objects, types, and moreGet to grips with PHP package management using ComposerExplore dependency injection for your PHP applicationsFind out what the differences are between legacy and modern PHP 8 code and practicesWrite clean PHP code and implement design patternsGet hands-on with modern PHP using examples applying MVC and DI techniquesWho this book is for: The book is for existing PHP developers and CTO-level professionals who are working with PHP technologies, including legacy PHP, in production. The book assumes beginner-level knowledge of PHP programming as well as experience with server-side development.
Partition-Based Trapdoor Ciphers
Block encryption algorithms are now the most widely used cipher systems in the world to protect our communications and our data. Despite the fact that their design is open and public, there is absolutely no guarantee that there do not exist hidden features, at the mathematical design level, that could enable an attacker to break those systems in an operational way. Such features are called backdoors or trapdoors. The present book intends to address the feasibility of a particular class of such backdoors based on partitionning the plaintext and ciphertext message spaces. Going from the theory to the practical aspects, it is shown that mathematical backdoors in encryption systems are possible. This book, thus, intends to initiate a new field of research.
Progress in Cryptology - LATINCRYPT 2021
This book constitutes the proceedings of the 7th International Conference on Cryptology and Information Security in Latin America, LATIN 2021, which was held in October 2021. The conference was originally planned to take place in Bogota, Colombia, but changed to a virtual event due to the COVID-19 pandemic. The 22 full papers included in this volume were carefully reviewed and selected from 47 submissions. They were organized in topical sections as follows: quantum cryptography; post-quantum cryptography; asymmetric cryptanalysis; cryptanalysis and side-channel analysis; distributed cryptographic protocols; and multiparty computation.
Quantum Cryptography in Advanced Networks
Proposed 35 years ago, quantum cryptography (QC) and its most prominent part quantum key distribution (QKD) attracts more and more attention. Significant progress has been made in both its theory and practice from many points of view. The present book has four exclusive chapters. All chapters are focused on QC and QKD applications in advanced telecommunication networks: classical fiber optic lines with a constant increase in the range of quantum communication channels and duration of the connection; software-defined optical networks; free-space optical communication systems; and systems with elements of holographic processing. The book will be useful for researchers, engineers, and doctoral students working in areas of QC, QKD, and related areas of information security.
Digital Media, Sharing and Everyday Life
Digital Media, Sharing and Everyday Life provides nuanced accounts of the processes of sharing in digital culture and the complexities that arise in them. The book explores definitions of sharing, and the roles that our digital devices and the platforms we use play in these practices.Drawing upon practice theory to outline a theoretical framework of sharing practice, the book emphasizes the need for a coherent and consistent framework of sharing in digital culture and explains what this framework might look like. With insightful descriptions, the book draws out the relationship of sharing to privacy and control, the labored strategies and boundaries of reciprocation, and our relationships with the technologies which mediate sharing practices. The volume is an essential read for researchers, postgraduate and undergraduate students in Media and Communication, New Media, Sociology, Internet Studies, and Cultural Studies.
Darknet
An indispensable primer for those who want to protect their digital rights from the dark forces of big media.-Kara Swisher, author of aol.comThe first general interest book by a blogger edited collaboratively by his readers, Darknet reveals how Hollywood's fear of digital piracy is leading to escalating clashes between copyright holders and their customers, who love their TiVo digital video recorders, iPod music players, digital televisions, computers, and other cutting-edge devices. Drawing on unprecedented access to entertainment insiders, technology innovators, and digital provocateurs-including some who play on both sides of the war between digital pirates and entertainment conglomerates-the book shows how entertainment companies are threatening the fundamental freedoms of the digital age.
Ghosts, Robots, Automatic Writing
As language generating AI grows more sophisticated, new questions arise (and old questions take on new significance) about the nature of originality, authorship, influence, truth, knowledge, freedom, the human and the machine.Ghosts, Robots, Automatic Writing: an AI Level Study Guide is the result of a two-year long collaboration between Anne Alexander, Caroline Bassett, Alan Blackwell, and Jo Lindsay Walton. It was shaped by discussion with dozens of participants in an online workshop series hosted by Cambridge Digital Humanities Learning Programme and the Cambridge Centre for Research in the Arts, Humanities and Social Sciences, and sits somewhere between speculative fiction, scholarly essay, and being a primer about an emerging technology. The actual date of publication is 2021, but readers are asked to imagine when they read it that they are living in a future where Automatic Writing has made it into school literature curricula and onto the syllabus for undergraduate degrees. Consider it a textbook for the future, and a textbook from the future.
The Beasts of Ephesus..
This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it.This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface.We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
Algorithmic Short Selling with Python
Leverage Python source code to revolutionize your short selling strategy and to consistently make profits in bull, bear, and sideways marketsKey Features: Understand techniques such as trend following, mean reversion, position sizing, and risk management in a short-selling contextImplement Python source code to explore and develop your own investment strategyTest your trading strategies to limit risk and increase profitsBook Description: If you are in the long/short business, learning how to sell short is not a choice. Short selling is the key to raising assets when the markets are down. This book will help you demystify and rehabilitate the short-selling craft, providing Python source code to construct a robust long/short portfolio. It explains everything you have ever read about short selling from a long-only perspective.This book will take you on a journey from an idea ("buy bullish stocks, sell bearish ones") to becoming part of the elite club of long/short hedge fund algorithmic traders. You'll explore key concepts such as trading psychology, trading edge, regime definition, signal processing, position sizing, risk management, and asset allocation, one obstacle at a time. Along the way, you'll will discover simple methods to consistently generate investment ideas, and consider variables that impact returns, volatility, and overall attractiveness of returns.By the end of this book, you'll not only become familiar with some of the most sophisticated concepts in capital markets, but also have Python source code to construct a long/short product that investors are bound to find attractive.What You Will Learn: Develop the mindset required to win the infinite, complex, random game called the stock marketDemystify short selling in order to make consistent profits from bull, bear, and sideways marketsGenerate ideas consistently on both sides of the portfolioImplement Python source code to engineer a statistically robust trading edgePerform superior risk management for high returnsBuild a long/short product that investors will find appealing Who this book is for: This is a book by a practitioner for practitioners. It is designed to benefit a wide range of people, including long/short market participants, quantitative participants, proprietary traders, commodity trading advisors, retail investors (pro retailers, students, and retail quants), and long-only investors.At least 2 years of active trading experience, intermediate-level experience of the Python programming language, and basic mathematical literacy (basic statistics and algebra) are expected.
Efficient Fuzzing. Wie es bestehende Teststrategien effizient erg瓣nzen kann
Akademische Arbeit aus dem Jahr 2021 im Fachbereich Informatik - IT-Security, Note: 1 (90%), Veranstaltung: Applied IT Security - Aktuelle Themen der IT Sicherheit, Sprache: Deutsch, Abstract: Im Rahmen dieser Studienarbeit soll er繹rtert werden, wie Fuzzing bestehende Teststrategien effizient erg瓣nzen kann. Ebenso wird versucht zu analysieren, ob sich durch Fuzzing der tats瓣chliche Aufwand im Testing generell reduzieren lassen k繹nnte. Im Fazit soll es m繹glich, sein Aussagen dar羹ber treffen zu k繹nnen, wann der Einsatz von Fuzzing in der Teststrategie wirklich sinnvoll ist, und inwieweit der effiziente Einsatz von Fuzzing den zus瓣tzlichen Bedarf an technischen Security Ma?nahmen kompensieren k繹nnte. Um Fuzzing als die Wunderwaffe im Security Testing existiert mittlerweile ein regelrechter Hype. Als Konsequenz daraus hat sich der Begriff Fuzzing zunehmend auch zu einem inflation瓣r genutzten Buzzwort entwickelt. Allerdings mangelt es vielen Diskussionen an echtem Inhalt. Meist bleibt unklar, was sich dahinter tats瓣chlich verbirgt, und in welchem Kontext welcher Mehrwert entstehen soll. Viel zu selten wird daher neues Wissen generiert. Das liegt unter anderem daran, dass keine allgemeing羹ltige Definition f羹r Fuzzing existiert. Kritiker argumentieren auch, Fuzzing sei lediglich eine Neuvermarktung bew瓣hrter Methoden wie Grenzwertanalyse, das Bilden von ?quivalenzklassen, oder Monkey Testing. Als Konsequenz daraus ist der Mehrwert von Fuzzing gemeinhin nicht offensichtlich.
Python Microservices Development - Second Edition
Use Python microservices to craft applications that are built as small standard units using proven best practices and avoiding common errorsKey Features: Become well versed with the fundamentals of building, designing, testing, and deploying Python microservicesIdentify where a monolithic application can be split, how to secure it, and how to scale it once ready for deploymentUse the latest framework based on asynchronous programming to write effective microservices with PythonBook Description: The small scope and self-contained nature of microservices make them faster, cleaner, and more scalable than code-heavy monolithic applications. However, building microservices architecture that is efficient as well as lightweight into your applications can be challenging due to the complexity of all the interacting pieces.Python Microservices Development, Second Edition will teach you how to overcome these issues and craft applications that are built as small standard units using proven best practices and avoiding common pitfalls. Through hands-on examples, this book will help you to build efficient microservices using Quart, SQLAlchemy, and other modern Python toolsIn this updated edition, you will learn how to secure connections between services and how to script Nginx using Lua to build web application firewall features such as rate limiting. Python Microservices Development, Second Edition describes how to use containers and AWS to deploy your services. By the end of the book, you'll have created a complete Python application based on microservices.What You Will Learn: Explore what microservices are and how to design themConfigure and package your code according to modern best practicesIdentify a component of a larger service that can be turned into a microserviceHandle more incoming requests, more effectivelyProtect your application with a proxy or firewallUse Kubernetes and containers to deploy a microserviceMake changes to an API provided by a microservice safely and keep things workingIdentify the factors to look for to get started with an unfamiliar cloud providerWho this book is for: This book is for developers who want to learn how to build, test, scale, and manage Python microservices. Readers will require basic knowledge of the Python programming language, the command line, and HTTP-based application principles. No prior experience of writing microservices in Python is assumed.
The Ultimate Guide to Snapchat
Learnto use and understand the Snapchat app through this quick and simple insider'sguide from a top Snapchat Lens Creator.
Adobe Illustrator
Com o Illustrator, a ferramenta de edi癟瓊o vetorial da Adobe, 矇 poss穩vel criar sofisticados trabalhos de arte para uso em qualquer tipo de m穩dia - como impressos, sites da web ou dispositivos m籀veis - que tamb矇m podem ser compartilhados com outros aplicativos da Adobe. Este livro apresenta atividades passo a passo para a cria癟瓊o de logotipos e postais, vetoriza癟瓊o de imagens, coloriza癟瓊o, estudo de cores, cria癟瓊o de an繳ncios e editora癟瓊o, entre outras. Tudo isso com o apoio de arquivos disponibilizados on-line.O Senac S瓊o Paulo, institui癟瓊o que tem por objetivo proporcionar o desenvolvimento de pessoas, por meio de a癟繭es educacionais que estimulem o exerc穩cio da cidadania e a atua癟瓊o profissional transformadora e empreendedora, vem investindo na busca de novas tecnologias de informa癟瓊o e transformando suas pr獺ticas educacionais, de forma a contribuir para o bem-estar da sociedade.A incorpora癟瓊o de recursos eletr繫nicos, audiovisuais e de multim穩dia ? pr獺tica pedag籀gica, bem como a implanta癟瓊o de espa癟os educacionais inovadores no formato e na concep癟瓊o propiciaram a cria癟瓊o de novos produtos e servi癟os colocados ? disposi癟瓊o de estudantes e profissionais em busca de aperfei癟oamento. A S矇rie Inform獺tica tem por objetivo levar ao usu獺rio a possibilidade de atualizar-se e estudar programas de forma aut繫noma, sem necessidade da intermedia癟瓊o de um orientador.
The Ultimate Guide to Snapchat
Learn to use and understand the Snapchat app through this quick and simple insider's guide from a top Snapchat Lens Creator.
Society 5.0
This book constitutes revised and selected papers from the First International Conference on Society 5.0, Society 5.0 2021, held virtually in June 2021. The 12 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from the 54 qualified submissions. The papers discuss topics on application of the fourth industrial revolution innovations (e.g. Internet of Things, Big Data, Artificial intelligence, and the sharing economy) in healthcare, mobility, infrastructure, politics, government, economy and industry.
Network Games, Control and Optimization
This book constitutes the conference proceedings of the 10th International Conference on Network Games, Control and Optimization, NETGCOOP 2020, held in Carg癡se, Corsica, France, in September 2021*.The 12 full papers and 16 short papers were carefully reviewed and selected from 44 submissions. The papers are organized in the following topical sections: ​game theory and iterative algorithms applied to wireless communication; stochastic models for network performance analysis; game theory in mobile and wireless networks; scheduling and resource allocation problems in networks; advance in game theory; social network; electrical network.* The conference was postponed to 2021 due to the COVID-19 pandemic.
New Trends in Network Cyber Security (Part 1)
Technology in the network security space has been through many dramatic changes recently. New mobile operating systems, growing used of personal devices, and SaaS (software-as-a-service) delivery make securing the network a growing challenge. Enhancements in the network infrastructure that connect devices within or across the network make all these developments possible. We're seeing ever faster network connections, more remote users, and extensive upgrades to mobile networks. We need to think about security policies and where and how to provide protection. This book gives a complete account of a survey and review of the various exiting advanced cyber security methods along with challenges faced by the cyber security domain. This book, which is prepared by numerous Ph.D. students under my supervision, would be a kind of technical report to the new researchers to get acquainted with the recent advancements in the cyber security domain.
Digitale Sprachassistenten am Arbeitsplatz und ihr Weg zur Nutzerakzeptanz. Hindernisse und Treiber beim Anwender
Masterarbeit aus dem Jahr 2020 im Fachbereich Informatik - K羹nstliche Intelligenz, Note: 1,3, FOM Essen, Hochschule f羹r Oekonomie & Management gemeinn羹tzige GmbH, Hochschulleitung Essen fr羹her Fachhochschule, Sprache: Deutsch, Abstract: Als Ergebnis von Big Data und der zunehmenden Vernetzung von Maschinen ist die k羹nstliche Intelligenz (kurz: KI) zu einem wichtigen Treiber f羹r die fortlaufende Digitalisierung in s瓣mtlichen Bereichen der Gesellschaft und Wirtschaft geworden. Der Gebrauch der nat羹rlichen Sprache wird in diesem Zusammenhang zu einem immer popul瓣reren Kanal f羹r die Mensch-Maschine-Interaktion (kurz: MMI). In zahlreichen Szenarien ist die Sprachinteraktion herk繹mmlichen Benutzerschnittstellen vorzuziehen, deren Benutzung unbequem oder sogar gef瓣hrlich sein kann, wie beim Autofahren. Viele Menschen haben bereits weltweit Erfahrungen mit sprachgesteuerten digitalen Assistenten wie Alexa und Cortana sammeln k繹nnen, die viele n羹tzliche Funktionen f羹r den Alltag bieten. Mittlerweile sind auch Szenarien f羹r den Arbeitsalltag m繹glich. Dadurch das digitale Sprachassistenten Routineaufgaben 羹bernehmen, kann Freiraum f羹r Mitarbeiter im B羹roalltag geschaffen werden, damit diese kreativeren Aufgaben nachgehen k繹nnen. Laut einer Studie von Tractica sollen bis 2021 weltweit 1,8 Milliarden Nutzer Zugang zu digitalen Assistenten haben. Da die Erkennungsgenauigkeit der nat羹rlichen Sprache innerhalb dieser Systeme bedeutend zunimmt und Gespr瓣che immer flexibler und humaner werden, verringern sich zunehmend die damit verbundenen Barrieren und Nutzer finden vermehrt Anwendungen, die ihr t瓣gliches Leben erleichtern. Bisher werden digitale Sprachassistenten jedoch haupts瓣chlich im privaten Bereich eingesetzt und dienen als Sprachschnittstelle, z.B. zur Beantwortung von Fragen, zur Bedienung des Lichts oder zum Musikh繹ren. Aus der Arbeitswelt ist daher h瓣ufig die Wahrnehmung zu vernehmen, dass Sprachassistenten wenig oder keinen Einfluss auf die Wertsch繹pfung eines Unterneh
Open Source Intelligence im Bereich Cyber Security. OSINT-Methoden bei Phishing und Denial of Service
Studienarbeit aus dem Jahr 2020 im Fachbereich Informatik - IT-Security, Note: 1,7, Hochschule Albstadt-Sigmaringen; Albstadt, Veranstaltung: Open Source Intelligence, Sprache: Deutsch, Abstract: Diese Seminararbeit behandelt die Cyber Security an sich und Open Source Intelligence (OSINT) Methoden, um Angriffe zu ermitteln. Erst durch das genaue Erkennen des Angriffes kann eine Aufdeckung erfolgreich durchgef羹hrt werden. Aus diesem Grund werden, nachdem die grundlegenden Begriffe definiert wurden, zwei Angriffe vorgestellt. Daraufhin wird eine methodische Vorgehensweise und Techniken zum Aufsp羹ren beschrieben. Dabei wird diese Arbeit aus der Perspektive eines Ermittlers geschrieben.
Action Recognition
* Updated in August, 2019 with color printing! * Research fields: Computer Vision and Machine Learning. * Book Topic: Action recognition from videos. * Recognition Tool: Recurrent Neural Network (RNN) with LSTM (Long-Short Term Memory) layer and fully connected layer. * Programming Language: Step-by-step implementation with Python in Jupyter Notebook. * Major Steps: Building a network, training the network, testing the network, comparing the network with an SVM (Support Vector Machines) classifier. * Processing Units to Execute the Codes: CPU and GPU (on Google Colaboratory). * Image Feature Extraction Tool: Pretrained VGG16 network. * Dataset: UCF101 (the first 15 actions, 2010 videos). * Main Results: For the testing data, the highest prediction accuracy from the RNN is 86.97%, which is a little higher than that from the SVM classifier (86.09%). * Detailed Description: Recurrent Neural Network (RNN) is a great tool to do video action recognition. This book built an RNN with an LSTM (Long-Short Term Memory) layer and a fully connected layer to do video action recognition. The RNN was trained and evaluated with VGG16 Features that were saved in .mat files; the features were extracted from images with a modified pretrained VGG16 network; the images were converted from videos in the UCF101 dataset, which has 101 different actions including 13,320 videos; please notice that only the first 15 actions in this dataset were used to do the recognition. The codes were implemented step-by-step with Python in Jupyter Notebook, and they could be executed on both CPUs and GPUs; free GPUs on Google Colaboratory were used as hardware accelerator to do most of the calculations. For the purpose of getting a higher testing accuracy, the architecture of the network was regulated, and parameters of the network and its optimizer were fine-tuned. For comparison purpose only, an SVM (Support Vector Machines) classifier was trained and tested. For the first 15 actions in the UCF101 dataset, the highest prediction accuracy of the testing data from the RNN is 86.97%, which is a little higher than that from the SVM classifier (86.09%). In conclusion, the performances of the RNN and the SVM classifier are approximately the same for the task in this book, which is a little embarrassed. However, RNN does have its own advantages in many other cases in the fields of Computer Vision and Machine Learning, and the implementation in this book can be an introduction to this topic in order to throw out a minnow to catch a whale.
Penetration Testing Azure for Ethical Hackers
Simulate real-world attacks using tactics, techniques, and procedures that adversaries use during cloud breachesKey Features: Understand the different Azure attack techniques and methodologies used by hackersFind out how you can ensure end-to-end cybersecurity in the Azure ecosystemDiscover various tools and techniques to perform successful penetration tests on your Azure infrastructureBook Description: Security professionals working with Azure will be able to put their knowledge to work with this practical guide to penetration testing. The book provides a hands-on approach to exploring Azure penetration testing methodologies that will help you get up and running in no time with the help of a variety of real-world examples, scripts, and ready-to-use source code.As you learn about the Microsoft Azure platform and understand how hackers can attack resources hosted in the Azure cloud, you'll find out how to protect your environment by identifying vulnerabilities, along with extending your pentesting tools and capabilities. This book starts by taking you through the prerequisites for pentesting Azure and shows you how to set up a pentesting lab. You'll then simulate attacks on Azure assets such as web applications and virtual machines from anonymous and authenticated perspectives. Finally, you'll learn about the opportunities for privilege escalation in Azure tenants and ways in which an attacker can create persistent access to an environment.By the end of this book, you'll be able to leverage your ethical hacking skills to identify and implement different tools and techniques to perform successful penetration tests on your own Azure infrastructure.What You Will Learn: Identify how administrators misconfigure Azure services, leaving them open to exploitationUnderstand how to detect cloud infrastructure, service, and application misconfigurationsExplore processes and techniques for exploiting common Azure security issuesUse on-premises networks to pivot and escalate access within AzureDiagnose gaps and weaknesses in Azure security implementationsUnderstand how attackers can escalate privileges in Azure ADWho this book is for: This book is for new and experienced infosec enthusiasts who want to learn how to simulate real-world Azure attacks using tactics, techniques, and procedures (TTPs) that adversaries use in cloud breaches. Any technology professional working with the Azure platform (including Azure administrators, developers, and DevOps engineers) interested in learning how attackers exploit vulnerabilities in Azure hosted infrastructure, applications, and services will find this book useful.
Chancen und Risiken der k羹nstlichen Intelligenz. SWOT-Analyse und Anwendungsgebiete der Technologie
Studienarbeit aus dem Jahr 2021 im Fachbereich Informatik - K羹nstliche Intelligenz, Note: 0,67, Sprache: Deutsch, Abstract: Der Begriff k羹nstliche Intelligenz wird heutzutage oftmals f羹r Marketingzwecke instrumentalisiert. Aber warum ist das so und weshalb findet der Begriff bei uns oftmals Anklang? Mit dem Thema k羹nstliche Intelligenz besch瓣ftigen wir uns sowohl in der Gegenwart, als auch mit ziemlicher Wahrscheinlichkeit noch in der Zukunft. Daher Diese Arbeit soll f羹r den Leser als Anreiz dienen, sich mehr mit der Angelegenheit auseinanderzusetzen, da sie in Zukunft von gr繹?ter Bedeutung sein wird. Anfangs wird auf die Definition, die verschiedenen Arten mit deren grundlegenden Funktionsweise und die unterschiedlichen Teilgebiete von k羹nstlicher Intelligenz n瓣her eingegangen. Um die Technologie von allen Seiten zu beleuchten, hat der Autor sich eine SWOT-Analyse entschieden. Somit wird sowohl auf die Chancen/St瓣rken als auch auf die Risiken/Schw瓣chen eingegangen. Im weiteren Verlauf wird eine Zukunftsprognose abgeben. Diese enth瓣lt unter anderem Sch瓣tzungen, was die durch KI beeinflussten Arbeitsmarktdaten in der Zukunft angeht. In diesem Zuge wird auf einige der wegfallenden beziehungsweise dazukommenden Arbeitsstellen und deren Branche genauer eingegangen. Das daraus resultierende Verh瓣ltnis zur Arbeitslosenquote bleibt ebenfalls nicht unerw瓣hnt. Im letzten Teil dieser Arbeit, dem Fazit, wird eine subjektive Meinung zum Thema KI mit der davon ausgehenden Beeinflussung unseres Alltagslebens in der Gegenwart und Zukunft abgegeben. Auch wie man die Weiterentwicklung von KI in Zukunft handhaben sollte, um daraus einen allgemeinen Nutzen zu schlagen, wird im Fazit erl瓣utert.
Shopify Theme Customization with Liquid
Discover how to customize Shopify themes for your eCommerce websites with powerful tools and Liquid templatesKey Features: Get to grips with the Liquid core to build a solid foundation for working on any Shopify themeUse JSON to create Shopify's famous modular sections with powerful and complex functionalitiesUtilize the Shopify Ajax API to implement advanced functionality and make your eCommerce stores more dynamicBook Description: Shopify is one of the fastest-growing eCommerce platforms, which means developers familiar with the Liquid concept are needed now more than ever. This book will help you to build a solid foundation by enabling you to develop your skills from the ground up by gaining essential theoretical knowledge of Liquid and putting that knowledge to use through hands-on projects.Shopify Theme Customization with Liquid begins by helping you get to grips with basic Shopify information, its interface and theme structure, setting up your Partner account, and creating a child theme, which is essential when preparing for any future work on Shopify. You'll then explore Liquid core features that will provide you with a basic understanding of the Liquid programming logic needed to develop any feature. As you advance to the latest and advanced features, you'll learn about JSON settings, allowing you to create any type of static or dynamic section - a must-have for becoming a competent Shopify developer. Finally, the book takes you through the Shopify Ajax API to gain the necessary skills needed to create a variety of dynamic features and content.By the end of this Shopify book, you'll be able to take on challenging projects to showcase your theme customization expertise to your future employer.What You Will Learn: Discover how to use logic and data comparison operators for various types of data within LiquidUse Liquid core features such as objects, tags, and filtersFind out how to customize themes using JSON settingsUse metafield objects to generate unique content on any pageUnderstand how to output the local or external media contentUse Shopify's famous drag-and-drop feature to rearrange sections on a storefrontTake Shopify's dynamic functionality to a whole new level using REST API endpointsWho this book is for: This book is for beginners and experienced CMS developers who want to learn about working with Shopify themes and customizing those themes using Liquid. Web developers designing professional e-commerce websites will also find this book useful. Besides familiarity with standard web technologies (HTML, CSS, and JavaScript), this book requires no prior knowledge of Shopify or Liquid. The book covers everything from Shopify fundamentals and the core of the Liquid and REST APIs, all the way through to the latest Liquid features that may be new to even proficient developers.
Aws
Are your customers looking for a complete guide on AWS?Do you want to make sure that by buying just one book they will come back to buy again and again?Then, You Need This Book in Your Library and... Your Customers Will Never Stop to Use and Gift It! ? - WHY THIS BOOK CAN HELP YOUR CUSTOMERSAs you read this book, they will be introduced to cloud computing, a form of data storage and usage that allows for data to be stored and processed in what is known as the cloud, meaning it is stored digitally on servers that you can connect to via the internet at any point in time. Of course, this kind of data storage has become incredibly popular, thanks to it removing the need for massive servers on-site. Without the limitations of bulky rooms requiring massive amounts of power, as well as maintenance, businesses are able to cut costs.This book covers: Getting startComputeStorageAWS DatabaseMigrationNetworking and Content DeliveryManagement toolsMedia ServicesAWS Security, Identity & Complianceapplication integrationAWS Desktop & App StreamingDeveloper ToolsAnd many more. Thank you for choosing this particular book among the myriad of books out there on this subject. It is with the utmost hope that this book is as useful to them as it is intended to be. Now, without further ado, let us get down to business and enter the world of Amazon Web Service and everything it has to offer to them.Buy It Now and Let Your Customers Get Addicted To This Amazing Book
The Identity Trade
The successes and failures of an industry that claims to protect and promote our online identities What does privacy mean in the digital era? As technology increasingly blurs the boundary between public and private, questions about who controls our data become harder and harder to answer. Our every web view, click, and online purchase can be sold to anyone to store and use as they wish. At the same time, our online reputation has become an important part of our identity--a form of cultural currency. The Identity Trade examines the relationship between online visibility and privacy, and the politics of identity and self-presentation in the digital age. In doing so, Nora Draper looks at the revealing two-decade history of efforts by the consumer privacy industry to give individuals control over their digital image through the sale of privacy protection and reputation management as a service. Through in-depth interviews with industry experts, as well as analysis of media coverage, promotional materials, and government policies, Draper examines how companies have turned the protection and promotion of digital information into a business. Along the way, she also provides insight into how these companies have responded to and shaped the ways we think about image and reputation in the digital age. Tracking the successes and failures of companies claiming to control our digital ephemera, Draper takes us inside an industry that has commodified strategies of information control. This book is a discerning overview of the debate around who controls our data, who buys and sells it, and the consequences of treating privacy as a consumer good.
Threat Hunting in the Cloud
Implement a vendor-neutral and multi-cloud cybersecurity and risk mitigation framework with advice from seasoned threat hunting pros In Threat Hunting in the Cloud: Defending AWS, Azure and Other Cloud Platforms Against Cyberattacks, celebrated cybersecurity professionals and authors Chris Peiris, Binil Pillai, and Abbas Kudrati leverage their decades of experience building large scale cyber fusion centers to deliver the ideal threat hunting resource for both business and technical audiences. You'll find insightful analyses of cloud platform security tools and, using the industry leading MITRE ATT&CK framework, discussions of the most common threat vectors. You'll discover how to build a side-by-side cybersecurity fusion center on both Microsoft Azure and Amazon Web Services and deliver a multi-cloud strategy for enterprise customers. And you will find out how to create a vendor-neutral environment with rapid disaster recovery capability for maximum risk mitigation. With this book you'll learn: Key business and technical drivers of cybersecurity threat hunting frameworks in today's technological environment Metrics available to assess threat hunting effectiveness regardless of an organization's size How threat hunting works with vendor-specific single cloud security offerings and on multi-cloud implementations A detailed analysis of key threat vectors such as email phishing, ransomware and nation state attacks Comprehensive AWS and Azure "how to" solutions through the lens of MITRE Threat Hunting Framework Tactics, Techniques and Procedures (TTPs) Azure and AWS risk mitigation strategies to combat key TTPs such as privilege escalation, credential theft, lateral movement, defend against command & control systems, and prevent data exfiltration Tools available on both the Azure and AWS cloud platforms which provide automated responses to attacks, and orchestrate preventative measures and recovery strategies Many critical components for successful adoption of multi-cloud threat hunting framework such as Threat Hunting Maturity Model, Zero Trust Computing, Human Elements of Threat Hunting, Integration of Threat Hunting with Security Operation Centers (SOCs) and Cyber Fusion Centers The Future of Threat Hunting with the advances in Artificial Intelligence, Machine Learning, Quantum Computing and the proliferation of IoT devices. Perfect for technical executives (i.e., CTO, CISO), technical managers, architects, system admins and consultants with hands-on responsibility for cloud platforms, Threat Hunting in the Cloud is also an indispensable guide for business executives (i.e., CFO, COO CEO, board members) and managers who need to understand their organization's cybersecurity risk framework and mitigation strategy.
Additionally, you will walk away with tangible, helpful tips to optimize your reach and grow your following while boosting your brand's engagement through strategic posting times and content planning.If you are new to Instagram as part of your personal brand or business growth strategy, stress no more, this book will teach you all that you need to know to start growing your brand and monetizing it sooner rather than never. Then this is the book for you!The best quality and cheap source of services to resellMy top 8 categories for the perfect digital service to sell onlineHow to create a product listing from start to finishHow to confirm market profitability in 1 minute or lessHow to create extra gigs that people already want to buyHow to create your product description in 3 easy stepsHow to upsell your current customers step by stepUpselling templates to copy and paste!This resourceful book is for you if you value great content. It shows you how you can dominate social media platforms to earn huge profits, passively. Everyone likes earning money with minimal effort, and this is what is contained throughout this book. It is an eye opener to help readers find ways they can earn huge profits by utilizing the great potential of social media. There is nothing as enticing as making money, as you have fun.
So this is dramatically different from anything you've ever read because it's more of a "field guide" that will help you convert your followers into customers and learn to profit using Instagram. It's a lot more than a traditional "book". Frustrated with uploading beats and getting no sales? Sick and tired of hearing it can be done but not knowing how to do it successfully yourself? We have the solution to your problem. Here's a preview of what you'll learn: - The absolute best market to target for selling products on Instagram- The perfect market size to target and how to find them- 8 examples of market to target- How to find design inspirations- 2 of the best resources to use when trying to hire a designer- How to create amazing content that your followers will enjoy!- The #1 marketing tool outside your content- The top 10 apps to use for photo editing- The 4 types of content that every profitable Instagram seller use- How to create and manage your description and your hashtags- How to set up your listing for maximum sales conversion- The perfect sales goal for beginners- How to promote your product without irritating your followers- And many more inside the book! How To Sell Your Beats Rapidly On Instagram & Facebook With Zero Marketing Experience is an e-book designed to help you succeed and learn all the secrets that the top producers will not tell you.You have to choices right now.
8 Steps to Better Security
Harden your business against internal and external cybersecurity threats with a single accessible resource. In 8 Steps to Better Security: A Simple Cyber Resilience Guide for Business, cybersecurity researcher and writer Kim Crawley delivers a grounded and practical roadmap to cyber resilience in any organization. Offering you the lessons she learned while working for major tech companies like Sophos, AT&T, BlackBerry Cylance, Tripwire, and Venafi, Crawley condenses the essence of business cybersecurity into eight steps. Written to be accessible to non-technical businesspeople as well as security professionals, and with insights from other security industry leaders, this important book will walk you through how to: Foster a strong security culture that extends from the custodial team to the C-suite Build an effective security team, regardless of the size or nature of your business Comply with regulatory requirements, including general data privacy rules and industry-specific legislation Test your cybersecurity, including third-party penetration testing and internal red team specialists Perfect for CISOs, security leaders, non-technical businesspeople, and managers at any level, 8 Steps to Better Security is also a must-have resource for companies of all sizes, and in all industries.
TikTok Marketing
The TikTok social media platform has seen explosive growth over the last two years. It now has 500 million users that are desperate for fun and exciting content and this is a massive opportunity for you to promote your business. To be successful with TikTok marketing you need to know how the platform works and how the users interact with each other. With this ebook you will learn everything that you need to know to use the TikTok platform to market your business successfully. You will learn: How to use the TikTok platform to market your business successfull About businesses and organizations that have already leveraged the TikTok platform to get the word out How to engage with your audience on TikTok How to create viral videos and grow your TikTok account How the platform works and how the users interact with each other And much more!
97 Things Every Information Security Professional Should Know
Whether you're searching for new or additional opportunities, information security can be vast and overwhelming. In this practical guide, author Christina Morillo introduces technical knowledge from a diverse range of experts in the infosec field. Through 97 concise and useful tips, you'll learn how to expand your skills and solve common issues by working through everyday security problems. You'll also receive valuable guidance from professionals on how to navigate your career within this industry. How do you get buy-in from the C-suite for your security program? How do you establish an incident and disaster response plan? This practical book takes you through actionable advice on a wide variety of infosec topics, including thought-provoking questions that drive the direction of the field. Continuously Learn to Protect Tomorrow's Technology - Alyssa Columbus Fight in Cyber Like the Military Fights in the Physical - Andrew Harris Keep People at the Center of Your Work - Camille Stewart Infosec Professionals Need to Know Operational Resilience - Ann Johnson Taking Control of Your Own Journey - Antoine Middleton Security, Privacy, and Messy Data Webs: Taking Back Control in Third-Party Environments - Ben Brook Every Information Security Problem Boils Down to One Thing - Ben Smith Focus on the WHAT and the Why First, Not the Tool - Christina Morillo
Electronic Voting
This book constitutes the proceedings of the 6th International Conference on Electronic Voting, E-Vote-ID 2021, held online -due to COVID -19- in Bregenz, Austria, in October 2021. The 14 full papers presented were carefully reviewed and selected from 55 submissions. The conference collected the most relevant debates on the development of Electronic Voting, from aspects relating to security and usability through to practical experiences and applications of voting systems, as well as legal, social or political aspects.
Financial Cryptography and Data Security. FC 2021 International Workshops
This book constitutes the refereed proceedings of four workshops held at the 25th International Conference on Financial Cryptography and Data Security, FC 2021, held virtually, in March 2021.The workshops are as follows: CoDecFin: The Second Workshop on Coordination of Decentralized Finance DeFi 2021: First Workshop on Decentralized Finance VOTING 2021: Sixth Workshop on Advances in Secure Electronic Voting WTSC 2021: Fifth Workshop on Trusted Smart Contracts
Cryptography and Cryptanalysis in MATLAB
Master the essentials of cryptography and cryptanalysis and learn how to put them to practical use. Each chapter of this book starts with an introduction to the concepts on which cryptographic algorithms are based and how they are used in practice, providing fully working examples for each of the algorithms presented. Implementation sections will guide you through the entire process of writing your own applications and programs using MATLAB. Cryptography and Cryptanalysis in MATLAB will serve as your definitive go-to cryptography reference, whether you are a student, professional developer, or researcher, showing how a multitude of cryptographic challenges can be overcome using the powerful tools of MATLAB. What You Will Learn Discover MATLAB's cryptography functions Work with conversion mechanisms in MATLAB Implement cryptographic algorithms using arithmetic operations Understand the classical, simple cryptosystems that form the basis of modern cryptography Develop fully working solutions (encryption/decryption operations) Study pseudo-random generators and their real-life implementations Utilize hash functions by way of practical examples Implement solutions to defend against practical cryptanalysis methods and attacks Understand asymmetric and symmetric encryption systems and how to use them Leverage visual cryptography, steganography, and chaos-based cryptography Who This Book Is For Those who are new to cryptography/analysis. Some prior exposure to MATLAB recommended.
Master content workbook
"I post on social media everyday but I'm still not getting sales and I don't understand why" If this sounds like you, then this workbook is for you. Unlike traditional books, we made this a tip style workbook. So with 16 tips, 16 worksheets, graphics and content templates this masterpiece can help you pinpoint your content weaknesses, strengths and new strategies. Our inspiration for writing this book? Simple, when I needed it as a new entrepreneur I could not find it. I bought a ton of books, visited a ton of book stores but most social media books I tried were outdated and only provided VERY basic information for people who've never used a cellphone. To combat this, we spent two years developing this workbook to ensure you understand not only what your content is lacking, but also how to fix it and keep improving it until you get your desired results. The best part is, with less than 120 pages you could finish this book and activities in less than 2 weeks and start crushing your goals this month! Your success will no longer be on hold, but instead knocking on your front door as the orders start rolling in. So, what are you waiting for? Physical Book Information: 5.5 x 8.5 in 116 pages We only keep 20 in stock per month, all additional books will be for preorder and take 2-3 weeks for printing and shipping.
Cybsersecurity Fundamentals 1
Do you know a hacker can access your real life from your virtual life data! Now a day's data breach is one of the common words from small to multinational companies. Nowadays, many companies spent billions of dollars only to protect their private or public data. From this book, you will able to learn what could be your role while you are entering the internet world and protect yourself from the different types of hackers who are waiting for your small tiny mistakes. This book will give you an overview of how to protect your devices, creating strong passwords, and safely using wireless networks. It also discusses maintaining your data securely. Your online data is worth something to cybercriminals. This book covers authentication techniques to help you maintain your data securely. It also covers ways to enhance the security of your online data with tips about what to do and what not to do online.
Mern Projects for Beginners
Learn how to use the MERN stack (MongoDB, Express.js, React, and Node) to build five fully functioning web apps for dating, video sharing, messaging, and social media. While creating these web apps, you'll learn key development concepts including how to use React hooks, Redux, MongoDB, Express, Heroku, Firebase, Material UI, and Google authentication. By expanding your portfolio with the projects you create, you will be well equipped as front-end developer. You will first create a dating site with a swiping feature and chat functionality. You will then build a video sharing app with videos displaying vertically. Next, you will learn to build an awesome messaging web app. Users will be able to chat in real time, as well as log in to their account using Google authentication. You will also create a photo sharing app and social media web apps with the ability to post images with captions and log in using email and password authentication. Most MERN tutorials out there today cover basic web apps but it is capable of so much more - learn how to use this stack to its full potential and build projects that can be converted into full scaled start-ups with additional features. What You'll LearnWork with React hooks and React routerExamine powerful MongoDB services for easy to use and setupCreate routes using Node and host on HerokuStudy different authentication techniquesDeploy all sites using simple Firebase hostingUse the powerful React ecosystem to add functionalities to your apps Who This book Is For Those who have just started their career in web development and have basic knowledge of the core web technologies: HTML, CSS, and JavaScript. Those with basic React development and feel ready to explore its capabilities further.
Creating an Information Security Program from Scratch
This book is written for the first security hire in an organization; either an individual moving into this role from within the organization or hired into the role.
Deep Learning for EEG-Based Brain-Computer Interfaces
Deep Learning for EEG-Based Brain-Computer Interfaces is an exciting book that describes how emerging deep learning improves the future development of Brain-Computer Interfaces (BCI) in terms of representations, algorithms and applications. BCI bridges humanity's neural world and the physical world by decoding an individuals' brain signals into commands recognizable by computer devices.This book presents a highly comprehensive summary of commonly-used brain signals; a systematic introduction of around 12 subcategories of deep learning models; a mind-expanding summary of 200+ state-of-the-art studies adopting deep learning in BCI areas; an overview of a number of BCI applications and how deep learning contributes, along with 31 public BCI data sets. The authors also introduce a set of novel deep learning algorithms aimed at current BCI challenges such as robust representation learning, cross-scenario classification, and semi-supervised learning. Various real-world deep learning-based BCI applications are proposed and some prototypes are presented. The work contained within proposes effective and efficient models which will provide inspiration for people in academia and industry who work on BCI.
Linux for Networking Professionals
Get to grips with the most common as well as complex Linux networking configurations, tools, and services to enhance your professional skillsKey Features: Learn how to solve critical networking problems using real-world examplesConfigure common networking services step by step in an enterprise environmentDiscover how to build infrastructure with an eye toward defense against common attacksBook Description: As Linux continues to gain prominence, there has been a rise in network services being deployed on Linux for cost and flexibility reasons. If you are a networking professional or an infrastructure engineer involved with networks, extensive knowledge of Linux networking is a must.This book will guide you in building a strong foundation of Linux networking concepts. The book begins by covering various major distributions, how to pick the right distro, and basic Linux network configurations. You'll then move on to Linux network diagnostics, setting up a Linux firewall, and using Linux as a host for network services. You'll discover a wide range of network services, why they're important, and how to configure them in an enterprise environment. Finally, as you work with the example builds in this Linux book, you'll learn to configure various services to defend against common attacks. As you advance to the final chapters, you'll be well on your way towards building the underpinnings for an all-Linux datacenter.By the end of this book, you'll be able to not only configure common Linux network services confidently, but also use tried-and-tested methodologies for future Linux installations.What You Will Learn: Use Linux as a troubleshooting and diagnostics platformExplore Linux-based network servicesConfigure a Linux firewall and set it up for network servicesDeploy and configure Domain Name System (DNS) and Dynamic Host Configuration Protocol (DHCP) services securelyConfigure Linux for load balancing, authentication, and authorization servicesUse Linux as a logging platform for network monitoringDeploy and configure Intrusion Prevention Services (IPS)Set up Honeypot solutions to detect and foil attacksWho this book is for: This book is for IT and Windows professionals and admins looking for guidance in managing Linux-based networks. Basic knowledge of networking is necessary to get started with this book.
Security and Microservice Architecture on Aws
Security is usually an afterthought when organizations design microservices for cloud systems. Most companies today are exposed to potential security threats, but their responses are often more reactive than proactive. This leads to unnecessarily complicated systems that are hard to implement and even harder to manage and scale. Author Gaurav Raje shows you how to build highly secure systems on AWS without increasing overhead. Ideal for cloud solution architects and software developers with AWS experience, this practical book starts with a high-level architecture and design discussion, then explains how to implement your solution in the cloud while ensuring that the development and operational experience isn't compromised. By leveraging the AWS Shared Responsibility Model, you'll be able to: Develop a modular architecture using microservices that aims to simplify compliance with various regulations in finance, medicine, and legal services Introduce various AWS-based security controls to help protect your microservices from malicious actors Leverage the modularity of the architecture to independently scale security mechanisms on individual microservices Improve the security posture without compromising the autonomy or efficiency of software development teams
Nutzen und Potential von K羹nstlicher Intelligenz
Studienarbeit aus dem Jahr 2021 im Fachbereich Informatik - K羹nstliche Intelligenz, Note: 1.0, AKAD University, ehem. AKAD Fachhochschule Stuttgart, Sprache: Deutsch, Abstract: Gegenstand dieser Ausarbeitung ist die K羹nstliche Intelligenz (KI). Im Fokus steht der Einsatz von K羹nstlicher Intelligenz in Video- und Brettspielen. Sie soll einen ?berblick dar羹ber verschaffen, inwieweit K羹nstliche Intelligenz in Videospielen Verwendung findet. Des Weiteren wird jeweils ein Video- und Brettspiel vorgestellt, wo es zu einem Duell KI gegen Mensch kam. Ziel dieser Ausarbeitung ist es, den Nutzen und das Potential von K羹nstlicher Intelligenz, basierend auf Anwendungen in Video- und Brettspielen, zu verdeutlichen. W瓣hrend im zweiten Kapitel auf die Definition der K羹nstlichen Intelligenz sowie wichtige Grundlagen eingegangen wird, werden im dritten Kapitel Einsatzgebiete der KI in Video- und Brettspielen erl瓣utert. Im Kapitel 3.1 wird auf die Verwendung von K羹nstlicher Intelligenz im Gebiet der Videospiele eingegangen. Im Kapitel 3.2 werden Meilensteine des Bereiches KI gegen Mensch aufgezeigt. Die Ausarbeitung endet mit einem Fazit.
Designing Secure Systems
Designing Secure Systems takes a theory-based approach to concepts underlying all forms of systems, from padlocks to phishing to enterprise software architecture.
Disinformation in Open Online Media
This book constitutes the refereed proceedings of the Third Multidisciplinary International Symposium on Disinformation in Open Online Media, MISDOOM 2021, held in September 2021. The conference was held virtually due to the COVID-19 pandemic. The 9 full papers were carefully reviewed and selected from 27 submissions. The papers focus on health misinformation, hate speech, misinformation diffusion, news spreading behaviour and mitigation, harm-aware news recommender systems.
