Tabla de Contenidos: “…-- Dynamic Analysis for Malware Data Science -- Basic Tools for Dynamic Analysis -- Limitations of Basic Dynamic Analysis -- Summary -- 4 IDENTIFYING ATTACK CAMPAIGNS USING MALWARE NETWORKS -- Nodes and Edges -- Bipartite Networks -- Visualizing Malware Networks -- Building Networks with NetworkX -- Adding Nodes and Edges -- Network Visualization with GraphViz -- Building Malware Networks -- Building a Shared Image Relationship Network -- Summary -- 5 SHARED CODE ANALYSIS -- Preparing Samples for Comparison by Extracting Features -- Using the Jaccard Index to Quantify Similarity -- Using Similarity Matrices to Evaluate Malware Shared Code Estimation Methods -- Building a Similarity Graph -- Scaling Similarity Comparisons -- Building a Persistent Malware Similarity Search System -- Running the Similarity Search System -- Summary -- 6 UNDERSTANDING MACHINE LEARNING-BASED MALWARE DETECTORS -- Steps for Building a Machine Learning-Based Detector…”

Tabla de Contenidos: “…Image warping; Summary; Chapter 2: Detecting Edges And Applying Image Filters; 2D convolution; Blurring; Size of the kernel versus blurriness; Edge detection; Motion blur; Under the hood; Sharpening; Understanding the pattern; Embossing; Erosion and dilation; Afterthought; Creating a vignette filter; What's happening underneath?…”

Tabla de Contenidos: “…Cameo - an object-oriented designAbstracting a video stream with managers.CaptureManager; Abstracting a window and keyboard with managers.WindowManager; Applying everything with cameo.Cameo; Summary; Chapter 3: Processing Images with OpenCV 3; Converting between different color spaces; A quick note on BGR; The Fourier Transform; High pass filter; Low pass filter; Creating modules; Edge detection; Custom kernels - getting convoluted; Modifying the application; Edge detection with Canny; Contour detection; Contours - bounding box, minimum area rectangle, and minimum enclosing circle…”

Tabla de Contenidos: “…; Lean into It: The Lean Startup Culture; Case Study: Experience-Driven Jumpstart; Empowering the Edge; Kill the Silos; Case Study: KISSmetrics…”

Tabla de Contenidos: “…Technique: how to add an edge or frame to a picture…”

Tabla de Contenidos: “…; Code Reorganization; New Class for the Player; Replacing Static Values; New Class for Your Textures; Adding Textures; Changing Direction; Skidding to a Stop; Summary; Chapter 4: Edges, Boundaries, and Ledges; Physics; Properties of a Physics Body; Adding a Backdrop; Contacts and Collisions; Adding a Brick Base; Determining Contact with an Edge; Handling Sprite Wrapping; Jumping; Ledges and Joints; Summary; Chapter 5: More Animated Sprites: "Enemies" and "Bonuses "; The Opposition; Optimizing Texture Generation; Enemy "Ratz" Class…”

Tabla de Contenidos: “…Cover ; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Fun with Filters; Planning the app; Creating a black-and-white pencil sketch; Implementing dodging and burning in OpenCV; Pencil sketch transformation; Generating a warming/cooling filter; Color manipulation via curve shifting; Implementing a curve filter by using lookup tables; Designing the warming/cooling effect; Cartoonizing an image; Using a bilateral filter for edge-aware smoothing; Detecting and emphasizing prominent edges…”

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Tabla de Contenidos: “…EXPAND OR CONTRACT your selectionSELECT WHAT IS EASY and invert; BLEND EDGES by feathering; USE SELECTIONS FOR traditional edge darkening; USE THE SMART BRUSH for specific area fixes; Chapter 5: Create Adjustment Layers for Nondestructive Changes; Understand HOW LAYERS WORK; Understand HOW ADJUSTMENT LAYERS WORK; WORK BLACKS AND WHITES with a Levels adjustment layer; WORK MIDTONES with a Levels adjustment layer; CORRECT COLOR with an adjustment layer; ENHANCE COLOR with an adjustment layer; FIX PROBLEM EXPOSURES with layer blending modes; Understand HOW LAYER MASKS WORK…”

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Tabla de Contenidos: “…Chapter 7: Performing Image Processing TechniquesIntroduction; Running a compute shader - desaturation (grayscale); Adjusting the contrast and brightness; Implementing box blur using separable convolution filters; Implementing a Gaussian blur filter; Detecting edges with the Sobel edge-detection filter; Calculating an image's luminance histogram; Chapter 8: Incorporating Physics and Simulations; Introduction; Using a physics engine; Simulating ocean waves; Rendering particles; Chapter 9: Rendering on Multiple Threads and Deferred Contexts; Introduction; Benchmarking multithreaded rendering…”

Tabla de Contenidos: “…; Whistle Stop Tour; Browser-based Caching; Web Accelerators; Web Proxies; Transparent Web Proxies; Edge-based Caching; Platform Caching; Application Caching; Database Caching; Just the Beginning...; Caching Theory: Why Is It so Hard?…”

Tabla de Contenidos: “…Configuring SSL Security for Web ManagerConfiguring Single Sign-On; Configuring user accounts and roles; Configuring services and service groups; Chapter 8: Configuring vShield App; Introduction; Installing vShield App; Configuring vShield App; Configuring vShield App Flow Monitoring; Configuring vShield App Firewall; Configuring vShield App SpoofGuard; Chapter 9: Configuring vShield Edge; Introduction; Installing vShield Edge; Managing appliances; Managing interfaces; Managing certificates and revocation lists; Managing firewall rules; Managing NAT rules and static routes…”

Tabla de Contenidos: “…; Identifying Visemes; Identifying Open/Closed; Finessing; Chapter 5: Constructing a Mouth and Nose; The Best Edge Flow; Modeling in Circles; Modeling for Movement; The Big Picture; Building the Lips; Edge Loop Consistency into the Mouth; Cross-Sections; Building the Surrounding Mouth Area; Photorealism…”

Tabla de Contenidos: “…; High- Level Overview of This Book; Chapter 1: Object Orientation; Chapter 2: Exceptions and References; Chapter 3: PHP on the Run (Mobile PHP); Chapter 4: Social Media and PHP; Chapter 5: Cutting-Edge PHP; Chapter 6: Form Design and Management; Chapters 7 and 8: Database Interaction; Chapter 9: Oracle; Chapter 10: PHP Libraries; Chapter 11: Basic PHP Security…”

Tabla de Contenidos: “…Imitate EscherThe Divided Plane; Final Thoughts; Fix Alpha Property Inaccuracies; The Five Alpha Values that Result in No Error; Mirroring the _alpha Property; Avoiding Alpha Errors via Classes/Prototypes; Final Thoughts; Use Complex Shapes as Masks; Using Complex Masks; Interference Patterns and Ripple Effects; Final Thoughts; Feather Bitmap Edges; Feathering Bitmaps; Add a Vector Edge to a Bitmap; Final Thoughts; Solve the Bitmap-Shift Bug; How Not to Fix It; How to Fix It (the Good Way); How to Fix It in Dynamically Loaded Files (the Effective Way)…”

“…Thoroughly updated to include cutting edge new models. Two-colour illustrations and case studies throughout…”

“…A globally relevant book, informed by cutting edge academic research and benefitting from integrated case studies, this is essential reading for both students and practitioners involved with the financial aspects of public services management"--…”

“…This cutting-edge book:draws together fourteen eminent scholars in the field including James Paul Gee, David Barton, Ilana Snyder, Phil Benson, Victoria Carrington, Guy Merchant, Camilla Vasquez, Neil Selwyn and Rodney Jonesaddresses the central question: "How does discourse analysis enable us to understand digital practices?"…”

Tabla de Contenidos: “…Getting Twitter API access -- Authenticating with Twitter -- Scraping user tweets -- Scraping user following -- Scraping user followers -- Scraping using search terms -- Converting Twitter tweets into network data -- End-to-end Twitter scraping -- Summary -- Chapter 6: Graph Construction and Cleaning -- Technical requirements -- Creating a graph from an edge list -- Types of graphs -- Summarizing graphs -- Listing nodes -- Removing nodes -- Quick visual inspection -- Adding nodes -- Adding edges -- Renaming nodes -- Removing edges -- Persisting the network -- Simulating an attack -- Summary -- Part 3: Network Science and Social Network Analysis -- Chapter 7: Whole Network Analysis -- Technical requirements -- Creating baseline WNA questions -- Revised SNA questions -- Social network analysis revisited -- WNA in action -- Loading data and creating networks -- Network size and complexity -- Network visualization and thoughts -- Important nodes -- Degrees -- Degree centrality -- Betweenness centrality -- Closeness centrality -- PageRank -- Edge centralities -- Comparing centralities -- Visualizing subgraphs -- Investigating islands and continents - connected components -- Communities -- Bridges -- Understanding layers with k_core and k_corona -- k_core -- k_corona -- Challenge yourself! …”