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Data-science investigations have brought journalism into the 21st century, and—guided by The Intercept’s infosec expert Micah Lee— this book is your blueprint for uncovering hidden secrets in hacked datasets. Unlock the internet’s treasure trove of public interest data with Hacks, Leaks, and Revelations by Micah Lee, an investigative reporter and security engineer. This hands-on guide blends real-world techniques for researching large datasets with lessons on coding, data authentication, and digital security. All of this is spiced up with gripping stories from the front lines of investigative journalism. Dive into exposed datasets from a wide array of sources: the FBI, the DHS, police intelligence agencies, extremist groups like the Oath Keepers, and even a Russian ransomware gang. Lee’s own in-depth case studies on disinformation-peddling pandemic profiteers and neo-Nazi chatrooms serve as blueprints for your research. Gain practical skills in searching massive troves of data for keywords like “antifa” and pinpointing documents with newsworthy revelations. Get a crash course in Python to automate the analysis of millions of files. You will also learn how to: Master encrypted messaging to safely communicate with whistleblowers. Secure datasets over encrypted channels using Signal, Tor Browser, OnionShare, and SecureDrop. Harvest data from the BlueLeaks collection of internal memos, financial records, and more from over 200 state, local, and federal agencies. Probe leaked email archives about offshore detention centers and the Heritage Foundation. Analyze metadata from videos of the January 6 attack on the US Capitol, sourced from the Parler social network. We live in an age where hacking and whistleblowing can unearth secrets that alter history. Hacks, Leaks, and Revelations is your toolkit for uncovering new stories and hidden truths. Crack open your laptop, plug in a hard drive, and get ready to change history.
Learn how to use R for everything from workload automation and creating online reports, to interpreting data, map making, and more. Written by the founder of a very popular online training platform for the R programming language! The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, R for the Rest of Us is for you. Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-word applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code. You’ll also learn how to: • Manipulate, clean, and parse your data with tidyverse packages like dplyr and tidyr to make data science operations more user-friendly • Create stunning and customized plots, graphs, and charts with ggplot2 to effectively communicate your data insights • Import geospatial data and write code to produce visually appealing maps automatically • Generate dynamic reports, presentations, and interactive websites with R Markdown and Quarto that seamlessly integrate code, text, and graphics • Develop custom functions and packages tailored to your specific needs, allowing you to extend R’s functionality and automate complex tasks Unlock a treasure trove of techniques to transform the way you work. With R for the Rest of Us, you’ll discover the power of R to get stuff done. No advanced statistics degree required.
How digital media are transforming Arab culture, literature, and politics In recent years, Arab activists have confronted authoritarian regimes both on the street and online, leaking videos and exposing atrocities, and demanding political rights. Tarek El-Ariss situates these critiques of power within a pervasive culture of scandal and leaks and shows how cultural production and political change in the contemporary Arab world are enabled by digital technology yet emerge from traditional cultural models. Focusing on a new generation of activists and authors from Egypt and the Arabian Peninsula, El-Ariss connects WikiLeaks to The Arabian Nights, Twitter to mystical revelation, cyberattacks to pre-Islamic tribal raids, and digital activism to the affective scene-making of Arab popular culture. He shifts the epistemological and historical frameworks from the postcolonial condition to the digital condition and shows how new media challenge the novel as the traditional vehicle for political consciousness and intellectual debate. Theorizing the rise of “the leaking subject” who reveals, contests, and writes through chaotic yet highly political means, El-Ariss investigates the digital consciousness, virality, and affective forms of knowledge that jolt and inform the public and that draw readers in to the unfolding fiction of scandal. Leaks, Hacks, and Scandals maps the changing landscape of Arab modernity, or Nahda, in the digital age and traces how concepts such as the nation, community, power, the intellectual, the author, and the novel are hacked and recoded through new modes of confrontation, circulation, and dissent.
For more than three hundred years, the world wrestled with conflicts that arose between nation-states. Nation-states wielded military force, financial pressure, and diplomatic persuasion to create "world order." Even after the end of the Cold War, the elements comprising world order remained essentially unchanged. But 2012 marked a transformation in geopolitics and the tactics of both the established powers and smaller entities looking to challenge the international community. That year, the US government revealed its involvement in Operation "Olympic Games," a mission aimed at disrupting the Iranian nuclear program through cyberattacks; Russia and China conducted massive cyber-espionage operations; and the world split over the governance of the Internet. Cyberspace became a battlefield. Cyber conflict is hard to track, often delivered by proxies, and has outcomes that are hard to gauge. It demands that the rules of engagement be completely reworked and all the old niceties of diplomacy be recast. Many of the critical resources of statecraft are now in the hands of the private sector, giant technology companies in particular. In this new world order, cybersecurity expert Adam Segal reveals, power has been well and truly hacked.
Build a website with your pencil! The Coding Workbook empowers you to teach students the basics of web development without a computer. This beginner-friendly introduction to web development enables anyone to build a website by writing out code by hand--no computer or internet required. It's a fun, hands-on approach to coding that teaches the basics of using the HTML and CSS programming languages (the language of web pages). You write the code in the pages of your workbook and then draw what it would look like in a web browser. TEACHERS: This has everything you need to teach an introductory web development class, and the pages are perforated! STUDENTS: Learn the basics of HTML and CSS to build your own custom website! Once you've finished the workbook you'll have the skills to easily build and launch a website. It's that easy! This exercise-filled workbook is packed with illustrations and progress quizzes, making it perfect for at-home learning or schools lacking sufficient computer or internet access. It has everything you need to teach a coding class or learn basic web programming yourself. Requirements: Pen or pencil and a desire to learn!
Learn to expertly apply a range of machine learning methods to real data with this practical guide. Packed with real datasets and practical examples, The Art of Machine Learning will help you develop an intuitive understanding of how and why ML methods work, without the need for advanced math. As you work through the book, you’ll learn how to implement a range of powerful ML techniques, starting with the k-Nearest Neighbors (k-NN) method and random forests, and moving on to gradient boosting, support vector machines (SVMs), neural networks, and more. With the aid of real datasets, you’ll delve into regression models through the use of a bike-sharing dataset, explore decision trees by leveraging New York City taxi data, and dissect parametric methods with baseball player stats. You’ll also find expert tips for avoiding common problems, like handling “dirty” or unbalanced data, and how to troubleshoot pitfalls. You’ll also explore: How to deal with large datasets and techniques for dimension reduction Details on how the Bias-Variance Trade-off plays out in specific ML methods Models based on linear relationships, including ridge and LASSO regression Real-world image and text classification and how to handle time series data Machine learning is an art that requires careful tuning and tweaking. With The Art of Machine Learning as your guide, you’ll master the underlying principles of ML that will empower you to effectively use these models, rather than simply provide a few stock actions with limited practical use. Requirements: A basic understanding of graphs and charts and familiarity with the R programming language
The twenty-first century witnessed a new age of whistleblowing in the United States. Disclosures by Chelsea Manning, Edward Snowden, and others have stoked heated public debates about the ethics of exposing institutional secrets, with roots in a longer history of state insiders revealing privileged information. Bringing together contributors from a range of disciplines to consider political, legal, and cultural dimensions, Whistleblowing Nation is a pathbreaking history of national security disclosures and state secrecy from World War I to the present. The contributors explore the complex politics, motives, and ideologies behind the revelation of state secrets that threaten the status quo, challenging reductive characterizations of whistleblowers as heroes or traitors. They examine the dynamics of state retaliation, political backlash, and civic contests over the legitimacy and significance of the exposure and the whistleblower. The volume considers the growing power of the executive branch and its consequences for First Amendment rights, the protection and prosecution of whistleblowers, and the rise of vast classification and censorship regimes within the national-security state. Featuring analyses from leading historians, literary scholars, legal experts, and political scientists, Whistleblowing Nation sheds new light on the tension of secrecy and transparency, security and civil liberties, and the politics of truth and falsehood.
The Routledge Handbook of EU-Russia Relations offers a comprehensive overview of the changing dynamics in relations between the EU and Russia provided by leading experts in the field. Coherently organised into seven parts, the book provides a structure through which EU-Russia relations can be studied in a comprehensive yet manageable fashion. It provides readers with the tools to deliver critical analysis of this sometimes volatile and polarising relationship, so new events and facts can be conceptualised in an objective and critical manner. Informed by high-quality academic research and key bilateral data/statistics, it further brings scope, balance and depth, with chapters contributed by a range of experts from the EU, Russia and beyond. Chapters deal with a wide range of policy areas and issues that are highly topical and fundamental to understanding the continuing development of EU-Russia relations, such as political and security relations, economic relations, social relations and regional and global governance. The Routledge Handbook of EU-Russia Relations aims to promote dialogue between the different research agendas in EU-Russia relations, as well as between Russian and Western scholars and, hopefully, also between civil societies. As such, it will be an essential reference for scholars, students, researchers, policymakers and journalists interested and working in the fields of Russian politics/studies, EU studies/politics, European politics/studies, post-Communist/post-Soviet politics and international relations. The Routledge Handbook of EU-Russia Relations is part of a mini-series Europe in the World Handbooks examining EU-regional relations established by Professor Wei Shen.
The ultimate book on the worldwide movement of hackers, pranksters, and activists collectively known as Anonymous—by the writer the Huffington Post says “knows all of Anonymous’ deepest, darkest secrets” “A work of anthropology that sometimes echoes a John le Carré novel.” —Wired Half a dozen years ago, anthropologist Gabriella Coleman set out to study the rise of this global phenomenon just as some of its members were turning to political protest and dangerous disruption (before Anonymous shot to fame as a key player in the battles over WikiLeaks, the Arab Spring, and Occupy Wall Street). She ended up becoming so closely connected to Anonymous that the tricky story of her inside–outside status as Anon confidante, interpreter, and erstwhile mouthpiece forms one of the themes of this witty and entirely engrossing book. The narrative brims with details unearthed from within a notoriously mysterious subculture, whose semi-legendary tricksters—such as Topiary, tflow, Anachaos, and Sabu—emerge as complex, diverse, politically and culturally sophisticated people. Propelled by years of chats and encounters with a multitude of hackers, including imprisoned activist Jeremy Hammond and the double agent who helped put him away, Hector Monsegur, Hacker, Hoaxer, Whistleblower, Spy is filled with insights into the meaning of digital activism and little understood facets of culture in the Internet age, including the history of “trolling,” the ethics and metaphysics of hacking, and the origins and manifold meanings of “the lulz.”
Rootkits and Bootkits will teach you how to understand and counter sophisticated, advanced threats buried deep in a machine’s boot process or UEFI firmware. With the aid of numerous case studies and professional research from three of the world’s leading security experts, you’ll trace malware development over time from rootkits like TDL3 to present-day UEFI implants and examine how they infect a system, persist through reboot, and evade security software. As you inspect and dissect real malware, you’ll learn: • How Windows boots—including 32-bit, 64-bit, and UEFI mode—and where to find vulnerabilities • The details of boot process security mechanisms like Secure Boot, including an overview of Virtual Secure Mode (VSM) and Device Guard • Reverse engineering and forensic techniques for analyzing real malware, including bootkits like Rovnix/Carberp, Gapz, TDL4, and the infamous rootkits TDL3 and Festi • How to perform static and dynamic analysis using emulation and tools like Bochs and IDA Pro • How to better understand the delivery stage of threats against BIOS and UEFI firmware in order to create detection capabilities • How to use virtualization tools like VMware Workstation to reverse engineer bootkits and the Intel Chipsec tool to dig into forensic analysis Cybercrime syndicates and malicious actors will continue to write ever more persistent and covert attacks, but the game is not lost. Explore the cutting edge of malware analysis with Rootkits and Bootkits. Covers boot processes for Windows 32-bit and 64-bit operating systems.