Tabla de Contenidos: “…NLP tasks and examples -- Comparing the output of GPT-2 and GPT-3 -- Fine-tuning GPT-3 -- Preparing the data -- Step 1: Installing OpenAI -- Step 2: Entering the API key -- Step 3: Activating OpenAI's data preparation module -- Fine-tuning GPT-3 -- Step 4: Creating an OS environment -- Step 5: Fine-tuning OpenAI's Ada engine -- Step 6: Interacting with the fine-tuned model -- The role of an Industry 4.0 AI specialist -- Initial conclusions -- Summary -- Questions -- References -- Chapter 8: Applying Transformers to Legal and Financial Documents for AI Text Summarization -- Designing a universal text-to-text model -- The rise of text-to-text transformer models -- A prefix instead of task-specific formats -- The T5 model -- Text summarization with T5 -- Hugging Face -- Hugging Face transformer resources -- Initializing the T5-large transformer model -- Getting started with T5 -- Exploring the architecture of the T5 model -- Summarizing documents with T5-large -- Creating a summarization function -- A general topic sample -- The Bill of Rights sample -- A corporate law sample -- Summarization with GPT-3 -- Summary -- Questions -- References -- Chapter 9: Matching Tokenizers and Datasets -- Matching datasets and tokenizers -- Best practices -- Step 1: Preprocessing -- Step 2: Quality control -- Continuous human quality control -- Word2Vec tokenization -- Case 0: Words in the dataset and the dictionary -- Case 1: Words not in the dataset or the dictionary -- Case 2: Noisy relationships -- Case 3: Words in the text but not in the dictionary -- Case 4: Rare words -- Case 5: Replacing rare words -- Case 6: Entailment -- Standard NLP tasks with specific vocabulary -- Generating unconditional samples with GPT-2 -- Generating trained conditional samples -- Controlling tokenized data -- Exploring the scope of GPT-3 -- Summary -- Questions -- References…”

Tabla de Contenidos: “…13.1 Pufferüberlauf -- 13.2 Out-of-Bounds -- 13.3 Integer-Überlauf bei PHP-ftp_genlist() -- 13.4 Pythons hotshot-Modul -- 13.5 Libcurl-Out-of-Bounds -- 13.6 Zusammenfassung -- Kapitel 14: Übernahme von Subdomains -- 14.1 Domainnamen verstehen -- 14.2 Wie Subdomain-Übernahmen funktionieren -- 14.3 Subdomain-Übernahme bei Ubiquiti -- 14.4 Scan.me verweist auf Zendesk -- 14.5 Windsor-Subdomain-Übernahme bei Shopify -- 14.6 Fastly-Übernahme bei Snapchat -- 14.7 Legal Robot-Übernahme -- 14.8 SendGrid-Mail-Übernahme bei Uber -- 14.9 Zusammenfassung -- Kapitel 15: Race Conditions -- 15.1 HackerOne-Einladungen mehrfach akzeptieren -- 15.2 Überschreiten des Keybase-Einladungs-Limits -- 15.3 Race Condition bei HackerOne-Zahlungen -- 15.4 Race Condition bei Shopify-Partnern -- 15.5 Zusammenfassung -- Kapitel 16: Insecure Direct Object References -- 16.1 Einfache IDORs aufspüren -- 16.2 Komplexere IDORs aufspüren -- 16.3 Rechte-Ausweitung (Privilege Escalation) bei Binary.com -- 16.4 App-Erzeugung bei Moneybird -- 16.5 API-Token-Diebstahl bei Twitter Mopub -- 16.6 Preisgabe von Kundeninformationen bei ACME -- 16.7 Zusammenfassung -- Kapitel 17: OAuth-Schwachstellen -- 17.1 Der OAuth-Workflow -- 17.2 Slack-OAuth-Token stehlen -- 17.3 Umgehen der Authentifizierung mit Standard-Passwörtern -- 17.4 Microsoft-Log-in-Token stehlen -- 17.5 Offizielle Facebook-Access-Token stehlen -- 17.6 Zusammenfassung -- Kapitel 18: Schwachstellen in Anwendungslogik und -konfiguration -- 18.1 Shopify-Administrator-Rechte umgehen -- 18.2 Account-Schutz bei Twitter umgehen -- 18.3 Signal-Manipulation bei HackerOne -- 18.4 Fehlerhafte S3-Bucket-Rechte bei HackerOne -- 18.5 GitLabs Zwei-Faktor-Authentifizierung umgehen -- 18.6 Preisgabe der PHP-Info bei Yahoo! …”

“…The book coversallthe crucial topics required to understand the fundamentals of the industry, including: Strategies for different types of risk management: market, credit, operating, reputation, legal, and funding The key investment banking operations: venture capital, buyouts, M&A, equity underwriting, debt, and more The relationship between leverages buyout funds, hedge funds, and corporate and institutional clients Investment Banking For Dummies, 2ndEditionoffers, for the first time, a brand-new chapter devoted to cryptocurrencies, and new content on "unicorn" IPOs, including Uber, Lyft, and Airbnb…”

Tabla de Contenidos: “…Forging the link among shape, formwork, and mortar assemblies in Guastavino vaulting -- 1 INTRODUCTION -- 2 NO TWO ARE ALIKE -- 3 VAULT FORM -- 4 CASE STUDIES -- 5 DISCUSSION -- 6 CONCLUSION -- ACKNOWLEDGEMENTS -- REFERENCES -- Thematic session: Understanding the culture of building expertise in situations of uncertainty (Middle Age-Modern times) -- A building expert without building training: The city of Lisbon vedor of works (14th-19th centuries) -- 1 INTRODUCTION -- 2 THE DUTIES -- 3 THE MEN -- 4 CONCLUSION -- ACKNOWLEDGEMENTS -- REFERENCES -- Maintaining/repairing Paris through expertise (1690-1790) -- 1 INTRODUCTION -- 2 THE TECHNICAL DIMENSION -- 3 THE ECONOMIC VALUE OF REPAIRS -- 4 THE LEGAL REGULATION OF REPAIRS -- REFERENCES -- To repair, renovate, or replace: A maintenance history of Virginia's state buildings -- 1 INTRODUCTION -- 2 METHODOLOGY -- 3 TO REPLACE -- 4 TO REPAIR -- 5 TO RENOVATE -- 6 CONCLUSION -- REFERENCES -- Conflicts in the Brussels construction sector (1957-59): Judicial expertise of architects, engineers and contractors -- 1 STUDYING CONFLICTS IN THE CONSTRUCTION SECTOR -- 2 CONSTRUCTION CONFLICTS: CATEGORIES, REASONS AND ACTORS -- 3 BACKGROUND OF CONSTRUCTION EXPERTS -- 4 EXPERT PROCEDURE: BUILDING AND TRANSFER OF KNOWLEDGE -- 5 CONCLUSIONS -- REFERENCES -- Thematic session: Historical timber constructions between regional tradition and supra-regional influences -- Timber floors made with elements shorter than the span covered in treatises and technical literature -- 1 INTRODUCTION -- 2 FIRST REFERENCES TO FLOORS MADE WITH BEAMS SHORTER THAN THE SPAN TO BE COVERED -- 3 "IL PRIMO LIBRO DI ARCHITETTURA" BY SEBASTIANO SERLIO -- 4 INTEREST IN THE SERLIO FLOOR BETWEEN 17TH AND 18TH CENTURIES -- 5 APPLICATIONS OF SHORT BEAM FLOORS BETWEEN THE END OF THE 18TH AND THE BEGINNING OF THE 19TH CENTURIES…”

Tabla de Contenidos: “…USB-based authentication -- Chapter 9 Preventing Social Engineering Attacks -- Don't Trust Technology More than You Would People -- Types of Social Engineering Attacks -- Six Principles Social Engineers Exploit -- Don't Overshare on Social Media -- Your schedule and travel plans -- Financial information -- Personal information -- Information about your children -- Information about your pets -- Work information -- Possible cybersecurity issues -- Crimes and minor infractions -- Medical or legal advice -- Your location -- Your birthday -- Your "sins" -- Leaking Data by Sharing Information as Part of Viral Trends -- Identifying Fake Social Media Connections -- Photo -- Verification -- Friends or connections in common -- Relevant posts -- Number of connections -- Industry and location -- Similar people -- Duplicate contact -- Contact details -- Premium status -- LinkedIn endorsements -- Group activity -- Appropriate levels of relative usage -- Human activities -- Cliché names -- Poor contact information -- Skill sets -- Spelling -- Age of an account -- Suspicious career or life path -- Level or celebrity status -- Using Bogus Information -- Using Security Software -- General Cyberhygiene Can Help Prevent Social Engineering -- Part 4 Cybersecurity for Businesses, Organizations, and Government -- Chapter 10 Securing Your Small Business -- Making Sure Someone Is In Charge -- Watching Out for Employees -- Incentivize employees -- Avoid giving out the keys to the castle -- Give everyone separate credentials -- Restrict administrators -- Limit access to corporate accounts -- Implement employee policies -- Enforce social media policies -- Monitor employees -- Dealing with a Remote Workforce -- Use work devices and separate work networks -- Set up virtual private networks -- Create standardized communication protocols -- Use a known network…”

Tabla de Contenidos: “…The properties of sound -- Microphone types -- Microphone pickup patterns -- Microphone placement -- Syncing audio -- Auto-syncing audio to video -- Manually syncing audio to video -- Fixing sound -- De-Esser -- Removing hum -- Changing stereo to mono -- Noise reduction -- Voice isolation -- Summary -- Questions -- Further reading -- Chapter 4: Adding Narration, Voice Dubbing, and Subtitles -- Technical requirements -- Welcome to the Edit page -- Edit Index -- Sound Library -- Metadata -- Mixer -- Importance of subtitles and closed captions -- Legal requirements to add subtitles to your video -- Subtitling and SEO -- Lower thirds -- Subtitles versus closed captions -- Creating and working with subtitles -- Creating your own subtitles -- Adding a new subtitle clip -- Adding a new subtitle track -- Renaming a subtitle track -- Changing default subtitle settings -- Formatting our subtitles -- Exporting and importing subtitles -- Exporting subtitles to upload to YouTube or Vimeo -- Exporting subtitles in the File menu -- Exporting subtitles in the Subtitle track header -- Exporting subtitles on the Deliver page -- Importing subtitles into Resolve -- Positioning subtitle clips on the Timeline -- Welcome to the Fairlight page -- Index -- Meters -- ADR -- Creating a new audio track -- Patching, arming, and recording -- Patching tracks -- Arming tracks -- Recording audio -- Voice dubbing in Fairlight using ADR -- Creating a new Timeline using selected footage -- Adding scene cuts -- Scene Detect -- Ripple deleting clips on the Edit page -- Ripple-deleting clips on the Cut page -- Smooth Cut -- The ADR interface -- Summary -- Questions -- Further reading -- Chapter 5: Creating Additional Sound -- Technical requirements -- Enhancing the vocals -- Pitch -- Vocal Channel -- Dialogue Processor -- Importing audio effects plug-ins…”

Tabla de Contenidos: “…Figuring out your organization's values -- Workforce Planning: Aligning Talent Needs with Business Strategy -- Being strategic with workforce planning -- Developing potential within the current team -- Finding Inner Peace: Filling Jobs from within the Organization -- Recognizing the pros (and cons) -- Creating a successful internal hiring process -- Developing an employee skills inventory -- Knowing where to look for internal talent -- New Horizons: Attracting Talent from Outside Your Organization -- A Wide World of Talent: Understanding Worker Classification -- Employees -- Contingent workers -- Independent contractors -- Benefitting from Contingent Workers -- Noting the pros to contingent workers -- Determining whether they're the right fit -- Asking the right questions -- Engaging a contingent workforce -- Documenting performance and offering feedback to the staffing firm -- Looking at your legal responsibility -- Equal coverage -- Workplace injuries -- Chapter 5 Kicking Off the Hiring Process -- Engaging the Hiring Manager -- Creating the Position Success Profile -- Laying the foundation: Why you need to create a position success profile -- Knowing what to include -- Looking ahead, not behind -- Considering educational requirements and qualifications -- Making sure that outcomes are doable -- Accurately describing success outcomes -- Being specific -- Setting a salary range -- Being Clear When Writing Job Titles -- Defining Core Competencies for Success -- Chapter 6 Attracting Great Talent -- Being Intentional throughout the Process -- Kicking Off the Process -- Identifying Key Considerations for the Job Posting -- Implementing Sourcing Strategies -- Current team members/employee referrals -- Online job boards -- Your company website -- Social media and online networking -- Making info available to candidates in the early stages…”

Tabla de Contenidos: “…4.1.7 Management by Project -- 4.1.8 Laws for Project Management -- 4.2 Project Management in the Home -- 4.3 Project Planning -- 4.4 Criteria for Project Planning -- 4.5 Tactical Levels of Planning -- 4.6 Components of a Good Plan -- 4.7 Team Motivation -- 4.8 Hierarchy of Needs in Project Planning -- 4.9 Classical Management by Objective -- 4.10 Classical Management by Exception -- 4.11 Feasibility Study -- 4.12 Elements of a Project Proposal -- 4.13 Proposal Incentives -- 4.14 Budget Planning -- 4.15 Applying 5S Methodology to Research -- 4.16 Applying Plan-Do-Check-Act Methodology to Research -- References -- Chapter 5 Research Work Breakdown Structure -- 5.1 Introduction -- 5.2 Project Organization Chart -- 5.3 Traditional Formal Organization Structures -- 5.4 Functional Organization -- 5.5 Product Organization -- 5.6 Matrix Organization Structure -- 5.7 Project Feasibility Analysis -- 5.8 Work Accountability and Legal Considerations -- 5.9 Information Flow in Work Breakdown Structure -- 5.10 Value of Information in Work Breakdown Structure -- 5.11 Communication within Work Breakdown Structure -- 5.11.1 Communication -- 5.11.2 Complexity of Multi-person Communication -- References -- Chapter 6 Research Foundation for the 14 Grand Challenges -- 6.1 Introduction -- 6.2 The Grand Challenges with Overlapping Integration -- References -- Chapter 7 Cost Concepts in Research Management -- 7.1 Introduction -- 7.1.1 Project Cost Estimation -- 7.1.2 Optimistic and Pessimistic Cost Estimates -- 7.1.3 Cost Monitoring -- 7.2 Project Balance Technique -- 7.2.1 Cost and Schedule Control Systems Criteria -- 7.2.2 Sources of Capital -- 7.2.3 Commercial Loans -- 7.2.4 Bonds and Stocks -- 7.2.5 Interpersonal Loans -- 7.2.6 Foreign Investment -- 7.2.7 Investment Banks -- 7.2.8 Mutual Funds -- 7.2.9 Supporting Resources -- 7.2.10 Activity-Based Costing -- References…”

Tabla de Contenidos: “…5.4 Results and Analysis -- 5.5 Conclusion -- References -- Chapter 6 AI-Powered Drones for Healthcare Applications -- 6.1 Introduction -- 6.1.1 Role of Artificial Intelligence in Drone Technology -- 6.1.2 Unmanned Aerial Vehicle-Drone Technology -- 6.2 Kinds of Drones Used by Medical Professionals -- 6.2.1 Multirotor -- 6.2.2 Only One Rotor -- 6.2.3 Permanent-Wing Drones -- 6.2.4 Drones for Passenger Ambulances -- 6.3 Medical and Public Health Surveillance -- 6.3.1 Telemedicine -- 6.3.2 Drones as Medical Transportation Devices -- 6.3.3 Advanced System for First Aid for the Elderly People -- 6.4 Potential Benefits of Drones in the Healthcare Industry -- 6.4.1 Top Medical Drone Delivery Services -- 6.4.2 Limitations of Drones in Healthcare -- 6.4.3 The Influence of COVID on Drones -- 6.4.4 Limitations of Drone Technology in the Healthcare Industry -- 6.4.4.1 Privacy -- 6.4.4.2 Legal Concerns -- 6.4.4.3 Rapid Transit-One of the Biggest Drawbacks of Drones is Time -- 6.4.4.4 Bugs in the Technology -- 6.4.4.5 Dependence on Weather -- 6.4.4.6 Hackable Drone Technology -- 6.5 Conclusion -- References -- Chapter 7 An Approach for Avoiding Collisions with Obstacles in Order to Enable Autonomous Cars to Travel Through Both Static and Moving Environments -- 7.1 Introduction -- 7.1.1 A Brief Overview of Driverless Cars -- 7.1.2 Objectives -- 7.1.3 Possible Uses for a Car Without a Driver -- 7.2 Related Works -- 7.3 Methodology of the Proposed Work -- 7.4 Experimental Results and Analysis -- 7.5 Results and Analysis -- 7.6 Conclusion -- References -- Chapter 8 Drivers' Emotions' Recognition Using Facial Expression from Live Video Clips in Autonomous Vehicles -- 8.1 Introduction -- 8.2 Related Work -- 8.2.1 Face Detection -- 8.2.2 Facial Emotion Recognition -- 8.3 Proposed Method -- 8.3.1 Dataset -- 8.3.2 Preprocessing -- 8.3.3 Grayscale Equalization…”

Tabla de Contenidos: “…Financial Management -- 1.1 The Cycle of Money -- 1.2 Overview of Finance Areas -- 1.3 Financial Markets -- 1.4 The Finance Manager and Financial Management -- 1.5 Objective of the Finance Manager -- Profit Maximization -- 1.6 Internal and External Players -- 1.7 The Legal Forms of Business -- Sole Proprietorship -- Partnership -- Corporations -- Hybrid Corporations -- Not-for-Profit Corporations -- 1.8 The Financial Management Setting: The Agency Model -- 1.9 Corporate Governance and Business Ethics -- Finance Follies The Financial Meltdown of 2008 -- 1.10 Why Study Finance? …”

Tabla de Contenidos: “…-- 6.3 Theory of CSR -- 6.3.1 Economic Responsibilities -- 6.3.2 Legal Responsibilities -- 6.3.3 Ethical Responsibilities -- 6.3.4 Philanthropic Responsibilities -- 6.4 Types of CSR -- 6.4.1 Environmental CSR -- 6.4.2 Ethical CSR -- 6.4.3 Philanthropic CSR -- 6.4.4 Economic CSR -- 6.5 From CSR to ESG -- 6.6 Conclusion -- 6.7 For Discussion -- References -- 7. …”

Tabla de Contenidos: “…Smart contracts -- 7.5. Legal issues -- 7.6. Consensus -- 8. Future applications with Blockchain technology -- 9. …”

Tabla de Contenidos: “…-- Stakeholders -- Ethical, legal, and regulatory requirements -- Managing and executing a penetration test -- Using the cyber kill chain -- Standards in penetration testing -- Report writing -- Summary -- Chapter 2: Programming Principles in PowerShell -- Basic concepts of PowerShell and pipelines in PowerShell -- JSON in PowerShell -- Retrieving JSON data from web APIs -- Parsing JSON data -- JSON manipulation for payloads -- Interacting with JSON from files -- Web scraping and data extraction -- XML in PowerShell -- Reading and parsing XML files -- Extracting information from XML nodes -- Modifying XML data -- Crafting XML payloads -- XML injection testing -- COM, WMI, and .NET in PowerShell -- Using WMI for system information gathering -- Querying WMI for network information -- Interacting with COM objects -- Using .NET for cryptographic operations -- Using .NET for network operations -- Analyzing .NET assemblies for vulnerabilities -- Summary -- Part 2: Identification and Exploitation -- Chapter 3: Network Services and DNS -- Network services -- TCP/IP network services -- The IP addresses -- The TCP/UDP port numbers -- The OSI stack -- DNS and types of DNS queries -- DNS overview -- Types of DNS queries -- DNS and PowerShell -- Summary -- Chapter 4: Network Enumeration and Port Scanning -- Network enumeration using PowerShell -- TCP port scanning using PowerShell -- Single port scanning with Test-NetConnection -- Multiple port scanning with Test-NetConnection -- Enumerating open ports with Test-NetConnection -- Single port scanning with .NET -- Multiple port scanning with .NET…”