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| hands on dark web analysis: Hands-On Dark Web Analysis Sion Retzkin, 2018-12-26 Understanding the concept Dark Web and Dark Net to utilize it for effective cybersecurity Key FeaturesUnderstand the concept of Dark Net and Deep WebUse Tor to extract data and maintain anonymityDevelop a security framework using Deep web evidences Book Description The overall world wide web is divided into three main areas - the Surface Web, the Deep Web, and the Dark Web. The Deep Web and Dark Web are the two areas which are not accessible through standard search engines or browsers. It becomes extremely important for security professionals to have control over these areas to analyze the security of your organization. This book will initially introduce you to the concept of the Deep Web and the Dark Web and their significance in the security sector. Then we will deep dive into installing operating systems and Tor Browser for privacy, security and anonymity while accessing them. During the course of the book, we will also share some best practices which will be useful in using the tools for best effect. By the end of this book, you will have hands-on experience working with the Deep Web and the Dark Web for security analysis What you will learnAccess the Deep Web and the Dark WebLearn to search and find information in the Dark WebProtect yourself while browsing the Dark WebUnderstand what the Deep Web and Dark Web areLearn what information you can gather, and howWho this book is for This book is targeted towards security professionals, security analyst, or any stakeholder interested in learning the concept of deep web and dark net. No prior knowledge on Deep Web and Dark Net is required |
| hands on dark web analysis: Inside the Dark Web Erdal Ozkaya, Rafiqul Islam, 2019-06-19 Inside the Dark Web provides a broad overview of emerging digital threats and computer crimes, with an emphasis on cyberstalking, hacktivism, fraud and identity theft, and attacks on critical infrastructure. The book also analyzes the online underground economy and digital currencies and cybercrime on the dark web. The book further explores how dark web crimes are conducted on the surface web in new mediums, such as the Internet of Things (IoT) and peer-to-peer file sharing systems as well as dark web forensics and mitigating techniques. This book starts with the fundamentals of the dark web along with explaining its threat landscape. The book then introduces the Tor browser, which is used to access the dark web ecosystem. The book continues to take a deep dive into cybersecurity criminal activities in the dark net and analyzes the malpractices used to secure your system. Furthermore, the book digs deeper into the forensics of dark web, web content analysis, threat intelligence, IoT, crypto market, and cryptocurrencies. This book is a comprehensive guide for those who want to understand the dark web quickly. After reading Inside the Dark Web, you’ll understand The core concepts of the dark web. The different theoretical and cross-disciplinary approaches of the dark web and its evolution in the context of emerging crime threats. The forms of cybercriminal activity through the dark web and the technological and social engineering methods used to undertake such crimes. The behavior and role of offenders and victims in the dark web and analyze and assess the impact of cybercrime and the effectiveness of their mitigating techniques on the various domains. How to mitigate cyberattacks happening through the dark web. The dark web ecosystem with cutting edge areas like IoT, forensics, and threat intelligence and so on. The dark web-related research and applications and up-to-date on the latest technologies and research findings in this area. For all present and aspiring cybersecurity professionals who want to upgrade their skills by understanding the concepts of the dark web, Inside the Dark Web is their one-stop guide to understanding the dark web and building a cybersecurity plan. |
| hands on dark web analysis: Tor and the Deep Web Leonard Eddison, 2018-03-02 Tor And The Deep Web: The Complete Guide To Stay Anonymous In The Dark Net Tor enables its users to surf the Internet, chat and send instant messages anonymously. Developed by the Tor Project, a nonprofit organization that promotes anonymity on the internet, Tor was originally called The Onion Router due to the fact that it uses a technique called onion routing to hide information about user activity. With this book you can learn about: -Introduction to Tor -Installing the Tor browser -How to use tor to protect your privacy -5 important facts you need to know -Legal or illegal -Tips & recommendations And much, much more! |
| hands on dark web analysis: Practical Malware Analysis Michael Sikorski, Andrew Honig, 2012-02-01 Malware analysis is big business, and attacks can cost a company dearly. When malware breaches your defenses, you need to act quickly to cure current infections and prevent future ones from occurring. For those who want to stay ahead of the latest malware, Practical Malware Analysis will teach you the tools and techniques used by professional analysts. With this book as your guide, you'll be able to safely analyze, debug, and disassemble any malicious software that comes your way. You'll learn how to: –Set up a safe virtual environment to analyze malware –Quickly extract network signatures and host-based indicators –Use key analysis tools like IDA Pro, OllyDbg, and WinDbg –Overcome malware tricks like obfuscation, anti-disassembly, anti-debugging, and anti-virtual machine techniques –Use your newfound knowledge of Windows internals for malware analysis –Develop a methodology for unpacking malware and get practical experience with five of the most popular packers –Analyze special cases of malware with shellcode, C++, and 64-bit code Hands-on labs throughout the book challenge you to practice and synthesize your skills as you dissect real malware samples, and pages of detailed dissections offer an over-the-shoulder look at how the pros do it. You'll learn how to crack open malware to see how it really works, determine what damage it has done, thoroughly clean your network, and ensure that the malware never comes back. Malware analysis is a cat-and-mouse game with rules that are constantly changing, so make sure you have the fundamentals. Whether you're tasked with securing one network or a thousand networks, or you're making a living as a malware analyst, you'll find what you need to succeed in Practical Malware Analysis. |
| hands on dark web analysis: Dark Web Pattern Recognition and Crime Analysis Using Machine Intelligence Rawat, Romil, Telang, Shrikant, William, P., Kaur, Upinder, C.U., Om Kumar, 2022-05-13 Data stealing is a major concern on the internet as hackers and criminals have begun using simple tricks to hack social networks and violate privacy. Cyber-attack methods are progressively modern, and obstructing the attack is increasingly troublesome, regardless of whether countermeasures are taken. The Dark Web especially presents challenges to information privacy and security due to anonymous behaviors and the unavailability of data. To better understand and prevent cyberattacks, it is vital to have a forecast of cyberattacks, proper safety measures, and viable use of cyber-intelligence that empowers these activities. Dark Web Pattern Recognition and Crime Analysis Using Machine Intelligence discusses cyberattacks, security, and safety measures to protect data and presents the shortcomings faced by researchers and practitioners due to the unavailability of information about the Dark Web. Attacker techniques in these Dark Web environments are highlighted, along with intrusion detection practices and crawling of hidden content. Covering a range of topics such as malware and fog computing, this reference work is ideal for researchers, academicians, practitioners, industry professionals, computer scientists, scholars, instructors, and students. |
| hands on dark web analysis: My Annihilation Fuminori Nakamura, 2022-01-11 What transforms a person into a killer? Can it be something as small as a suggestion? Turn this page, and you may forfeit your entire life. With My Annihilation, Fuminori Nakamura, master of literary noir, has constructed a puzzle box of a narrative in the form of a confessional diary that implicates its reader in a heinous crime. Delving relentlessly into the darkest corners of human consciousness, My Annihilation interrogates the unspeakable thoughts all humans share that can be monstrous when brought to life, revealing with disturbing honesty the psychological motives of a killer. |
| hands on dark web analysis: Penetration Testing Georgia Weidman, 2014-06-14 Penetration testers simulate cyber attacks to find security weaknesses in networks, operating systems, and applications. Information security experts worldwide use penetration techniques to evaluate enterprise defenses. In Penetration Testing, security expert, researcher, and trainer Georgia Weidman introduces you to the core skills and techniques that every pentester needs. Using a virtual machine–based lab that includes Kali Linux and vulnerable operating systems, you’ll run through a series of practical lessons with tools like Wireshark, Nmap, and Burp Suite. As you follow along with the labs and launch attacks, you’ll experience the key stages of an actual assessment—including information gathering, finding exploitable vulnerabilities, gaining access to systems, post exploitation, and more. Learn how to: –Crack passwords and wireless network keys with brute-forcing and wordlists –Test web applications for vulnerabilities –Use the Metasploit Framework to launch exploits and write your own Metasploit modules –Automate social-engineering attacks –Bypass antivirus software –Turn access to one machine into total control of the enterprise in the post exploitation phase You’ll even explore writing your own exploits. Then it’s on to mobile hacking—Weidman’s particular area of research—with her tool, the Smartphone Pentest Framework. With its collection of hands-on lessons that cover key tools and strategies, Penetration Testing is the introduction that every aspiring hacker needs. |
| hands on dark web analysis: The People Vs Tech Jamie Bartlett, 2018-04-05 From the bestselling author of The Dark Net comes a book that explains all the dangers of the digital revolution and offers concrete solutions on how we can protect our personal privacy, and democracy itself. The internet was meant to set us free. But have we unwittingly handed too much away to shadowy powers behind a wall of code, all manipulated by a handful of Silicon Valley utopians, ad men, and venture capitalists? And, in light of recent data breach scandals around companies like Facebook and Cambridge Analytica, what does that mean for democracy, our delicately balanced system of government that was created long before big data, total information, and artificial intelligence? In this urgent polemic, Jamie Bartlett argues that through our unquestioning embrace of big tech, the building blocks of democracy are slowly being removed. The middle class is being eroded, sovereign authority and civil society is weakened, and we citizens are losing our critical faculties, maybe even our free will. The People Vs Tech is an enthralling account of how our fragile political system is being threatened by the digital revolution. Bartlett explains that by upholding six key pillars of democracy, we can save it before it is too late. We need to become active citizens, uphold a shared democratic culture, protect free elections, promote equality, safeguard competitive and civic freedoms, and trust in a sovereign authority. This essential book shows that the stakes couldn't be higher and that, unless we radically alter our course, democracy will join feudalism, supreme monarchies and communism as just another political experiment that quietly disappeared. |
| hands on dark web analysis: Advancements in Cybercrime Investigation and Digital Forensics A. Harisha, Amarnath Mishra, Chandra Singh, 2023-10-06 Vast manpower and resources are needed to investigate cybercrimes. The use of new advanced technologies, such as machine learning combined with automation, are effective in providing significant additional support in prevention of cyber-attacks, in the speedy recovery of data, and in reducing human error. This new volume offers a comprehensive study of the advances that have been made in cybercrime investigations and digital forensics, highlighting the most up-to-date tools that help to mitigate cyber-attacks and to extract digital evidence for forensic investigations to recover lost, purposefully deleted, or damaged files. The chapters look at technological cybersecurity tools such as artificial intelligence, machine learning, data mining, and others for mitigation and investigation. |
| hands on dark web analysis: Dark World Atif Ali, Muhammad Qasim, 2023-11-29 Discover the hidden depths of the digital underworld in this comprehensive, interdisciplinary exploration of the dark web. Ideal for security agencies, professionals, counter-terrorism experts, and policymakers alike, this work offers invaluable insights that will enhance understanding and fortify strategies. By shedding particular light on the nuances of the ‘dark market,’ this book provides readers with a detailed understanding of the dark web, encompassing both its sinister underbelly and unexpected potential. This book also uncovers the latest trends and cutting-edge mitigation techniques. From illicit transactions to thriving business ventures, it examines the key domains and sectors that thrive within this clandestine environment. This book consolidates myriad perspectives on security and threats on the dark web. |
| hands on dark web analysis: Using Computational Intelligence for the Dark Web and Illicit Behavior Detection Rawat, Romil, Kaur, Upinder, Khan, Shadab Pasha, Sikarwar, Ranjana, Sankaran, K. Sakthidasan, 2022-05-06 The Dark Web is a known hub that hosts myriad illegal activities behind the veil of anonymity for its users. For years now, law enforcement has been struggling to track these illicit activities and put them to an end. However, the depth and anonymity of the Dark Web has made these efforts difficult, and as cyber criminals have more advanced technologies available to them, the struggle appears to only have the potential to worsen. Law enforcement and government organizations also have emerging technologies on their side, however. It is essential for these organizations to stay up to date on these emerging technologies, such as computational intelligence, in order to put a stop to the illicit activities and behaviors presented in the Dark Web. Using Computational Intelligence for the Dark Web and Illicit Behavior Detection presents the emerging technologies and applications of computational intelligence for the law enforcement of the Dark Web. It features analysis into cybercrime data, examples of the application of computational intelligence in the Dark Web, and provides future opportunities for growth in this field. Covering topics such as cyber threat detection, crime prediction, and keyword extraction, this premier reference source is an essential resource for government organizations, law enforcement agencies, non-profit organizations, politicians, computer scientists, researchers, students, and academicians. |
| hands on dark web analysis: ¡Printing the Revolution! E. Carmen Ramos, 2020-12 Printing and collecting the revolution : the rise and impact of Chicano graphics, 1965 to now / E. Carmen Ramos -- Aesthetics of the message : Chicana/o posters, 1965-1987 / Terezita Romo -- War at home : conceptual iconoclasm in American printmaking / Tatiana Reinoza -- Chicanx graphics in the digital age / Claudia E. Zapata. |
| hands on dark web analysis: Dark Web Hsinchun Chen, 2011-12-17 The University of Arizona Artificial Intelligence Lab (AI Lab) Dark Web project is a long-term scientific research program that aims to study and understand the international terrorism (Jihadist) phenomena via a computational, data-centric approach. We aim to collect ALL web content generated by international terrorist groups, including web sites, forums, chat rooms, blogs, social networking sites, videos, virtual world, etc. We have developed various multilingual data mining, text mining, and web mining techniques to perform link analysis, content analysis, web metrics (technical sophistication) analysis, sentiment analysis, authorship analysis, and video analysis in our research. The approaches and methods developed in this project contribute to advancing the field of Intelligence and Security Informatics (ISI). Such advances will help related stakeholders to perform terrorism research and facilitate international security and peace. This monograph aims to provide an overview of the Dark Web landscape, suggest a systematic, computational approach to understanding the problems, and illustrate with selected techniques, methods, and case studies developed by the University of Arizona AI Lab Dark Web team members. This work aims to provide an interdisciplinary and understandable monograph about Dark Web research along three dimensions: methodological issues in Dark Web research; database and computational techniques to support information collection and data mining; and legal, social, privacy, and data confidentiality challenges and approaches. It will bring useful knowledge to scientists, security professionals, counterterrorism experts, and policy makers. The monograph can also serve as a reference material or textbook in graduate level courses related to information security, information policy, information assurance, information systems, terrorism, and public policy. |
| hands on dark web analysis: Deep Web Espionage Mark Chambers, AI, 2025-02-27 Deep Web Espionage explores the hidden world where intelligence agencies navigate the dark web for espionage, cyber warfare, and strategic advantage. The book uncovers how spies leverage anonymity networks and encrypted communications for covert operations, while simultaneously working to expose adversaries. Intelligence agencies gather open-source intelligence (OSINT) to identify threats and monitor extremist groups. Governments adopt counterintelligence strategies to detect and disrupt illicit activities, track threat actors, and expose compromised assets. The book provides a historical context of internet anonymity, from early cypherpunk movements to the development of Tor. It examines tools and methods used for OSINT, such as web scraping and social network analysis, and analyzes counterintelligence strategies like honeypots and traffic analysis. Case studies of real-world espionage activities are presented, and the ethical and legal implications of dark web espionage are discussed. This book is valuable to cybersecurity professionals, intelligence analysts, and policymakers, as it provides a comprehensive understanding of deep web espionage from both offensive and defensive perspectives. It begins by introducing the dark web's architecture and progresses through OSINT techniques, anonymous communication methods, and counterintelligence strategies. Deep Web Espionage ultimately highlights the blurred lines between traditional espionage and cyber warfare, emphasizing the need for updated policies in this digital frontier. |
| hands on dark web analysis: The Watchmaker's Hand Jeffery Deaver, 2023-11-28 The most clever plotter on the planet(Publishers Weekly) Jeffery Deaver returns in this twisty new thriller, as forensic criminalist Lincoln Rhyme and detective Amelia Sachs track a criminal with a bizarre and catastrophic m.o.—toppling the construction cranes in New York City. When a New York City construction crane mysteriously collapses, causing mass destruction and injury, Rhyme and Sachs are on the case. A political group claims responsibility for the sabotage and threatens another attack in twenty-four hours, unless its demands are met. The clock is ticking. Then a clue reveals to Rhyme that his nemesis, known as the Watchmaker, has come to town to fulfill his promise of murdering the criminalist. Now Rhyme and Sachs have to dodge his brilliant scheme to destroy them both, while racing against time to stop the construction site terrorists. With New York in a panic, Rhyme and his team must unravel a handful of plots as tightly wound as a timepiece—before more cranes fall, raining down death and destruction from above. |
| hands on dark web analysis: The Dark Web: Breakthroughs in Research and Practice Management Association, Information Resources, 2017-07-12 In the digital era, the Internet has evolved into a ubiquitous aspect of modern society. With the prominence of the Dark Web, understanding the components of the Internet and its available content has become increasingly imperative. The Dark Web: Breakthroughs in Research and Practice is an innovative reference source for the latest scholarly material on the capabilities, trends, and developments surrounding the secrecy of the Dark Web. Highlighting a broad range of perspectives on topics such as cyber crime, online behavior, and hacking, this book is an ideal resource for researchers, academics, graduate students, and professionals interested in the Dark Web. |
| hands on dark web analysis: Darkweb Cyber Threat Intelligence Mining John Robertson, Ahmad Diab, Ericsson Marin, Eric Nunes, Vivin Paliath, Jana Shakarian, Paulo Shakarian, 2017-04-04 The important and rapidly emerging new field known as 'cyber threat intelligence' explores the paradigm that defenders of computer networks gain a better understanding of their adversaries by understanding what assets they have available for an attack. In this book, a team of experts examines a new type of cyber threat intelligence from the heart of the malicious hacking underworld - the dark web. These highly secure sites have allowed anonymous communities of malicious hackers to exchange ideas and techniques, and to buy/sell malware and exploits. Aimed at both cybersecurity practitioners and researchers, this book represents a first step toward a better understanding of malicious hacking communities on the dark web and what to do about them. The authors examine real-world darkweb data through a combination of human and automated techniques to gain insight into these communities, describing both methodology and results. |
| hands on dark web analysis: Inside Cyber Warfare Jeffrey Carr, 2009-12-15 What people are saying about Inside Cyber Warfare The necessary handbook for the 21st century. --Lewis Shepherd, Chief Tech Officer and Senior Fellow, Microsoft Institute for Advanced Technology in Governments A must-read for policy makers and leaders who need to understand the big-picture landscape of cyber war. --Jim Stogdill, CTO, Mission Services Accenture You may have heard about cyber warfare in the news, but do you really know what it is? This book provides fascinating and disturbing details on how nations, groups, and individuals throughout the world are using the Internet as an attack platform to gain military, political, and economic advantages over their adversaries. You'll learn how sophisticated hackers working on behalf of states or organized crime patiently play a high-stakes game that could target anyone, regardless of affiliation or nationality. Inside Cyber Warfare goes beyond the headlines of attention-grabbing DDoS attacks and takes a deep look inside multiple cyber-conflicts that occurred from 2002 through summer 2009. Learn how cyber attacks are waged in open conflicts, including recent hostilities between Russia and Georgia, and Israel and Palestine Discover why Twitter, Facebook, LiveJournal, Vkontakte, and other sites on the social web are mined by the intelligence services of many nations Read about China's commitment to penetrate the networks of its technologically superior adversaries as a matter of national survival Find out why many attacks originate from servers in the United States, and who's responsible Learn how hackers are weaponizing malware to attack vulnerabilities at the application level |
| hands on dark web analysis: Inside the Dark Web Erdal Ozkaya, Rafiqul Islam, 2019-06-19 Inside the Dark Web provides a broad overview of emerging digital threats and computer crimes, with an emphasis on cyberstalking, hacktivism, fraud and identity theft, and attacks on critical infrastructure. The book also analyzes the online underground economy and digital currencies and cybercrime on the dark web. The book further explores how dark web crimes are conducted on the surface web in new mediums, such as the Internet of Things (IoT) and peer-to-peer file sharing systems as well as dark web forensics and mitigating techniques. This book starts with the fundamentals of the dark web along with explaining its threat landscape. The book then introduces the Tor browser, which is used to access the dark web ecosystem. The book continues to take a deep dive into cybersecurity criminal activities in the dark net and analyzes the malpractices used to secure your system. Furthermore, the book digs deeper into the forensics of dark web, web content analysis, threat intelligence, IoT, crypto market, and cryptocurrencies. This book is a comprehensive guide for those who want to understand the dark web quickly. After reading Inside the Dark Web, you’ll understand The core concepts of the dark web. The different theoretical and cross-disciplinary approaches of the dark web and its evolution in the context of emerging crime threats. The forms of cybercriminal activity through the dark web and the technological and social engineering methods used to undertake such crimes. The behavior and role of offenders and victims in the dark web and analyze and assess the impact of cybercrime and the effectiveness of their mitigating techniques on the various domains. How to mitigate cyberattacks happening through the dark web. The dark web ecosystem with cutting edge areas like IoT, forensics, and threat intelligence and so on. The dark web-related research and applications and up-to-date on the latest technologies and research findings in this area. For all present and aspiring cybersecurity professionals who want to upgrade their skills by understanding the concepts of the dark web, Inside the Dark Web is their one-stop guide to understanding the dark web and building a cybersecurity plan. |
| hands on dark web analysis: Informatics and Digitalization for Sustainable Development and Well-Being Asma Salman, Muhammad Nawaz Tunio, Muthanna G. Abdul Razzaq, 2025-05-10 This book provides a comprehensive exploration of the technological advancements and digital transformations reshaping modern society. It examines the far-reaching impacts of emerging innovations, from cryptocurrencies and data analytics to smart cities and remote work, on the way we live, work, and interact. Through an in-depth analysis of key trends, the book aims to equip readers with the knowledge and insights necessary to navigate an increasingly digital world and contribute to sustainable development and individual well-being. Topics covered include the effects of Covid-19 on the cryptocurrency landscape, the role of creative computing in data management, and the societal implications of urban digitalization and social media. Through the exploration of the potential and challenges of these technological advancements, the book provides a comprehensive understanding of the complex interplay between informatics, digitalization, and their impact on the future of society. |
| hands on dark web analysis: Innovations in Electrical and Electronic Engineering Saad Mekhilef, Margarita Favorskaya, R. K. Pandey, Rabindra Nath Shaw, 2021-05-24 This book presents selected papers from the 2021 International Conference on Electrical and Electronics Engineering (ICEEE 2020), held on January 2–3, 2021. The book focuses on the current developments in various fields of electrical and electronics engineering, such as power generation, transmission and distribution; renewable energy sources and technologies; power electronics and applications; robotics; artificial intelligence and IoT; control, automation and instrumentation; electronics devices, circuits and systems; wireless and optical communication; RF and microwaves; VLSI; and signal processing. The book is a valuable resource for academics and industry professionals alike. |
| hands on dark web analysis: Terrorism Informatics Hsinchun Chen, Edna Reid, Joshua Sinai, Andrew Silke, Boaz Ganor, 2008-06-17 This book is nothing less than a complete and comprehensive survey of the state-of-the-art of terrorism informatics. It covers the application of advanced methodologies and information fusion and analysis. It also lays out techniques to acquire, integrate, process, analyze, and manage the diversity of terrorism-related information for international and homeland security-related applications. The book details three major areas of terrorism research: prevention, detection, and established governmental responses to terrorism. It systematically examines the current and ongoing research, including recent case studies and application of terrorism informatics techniques. The coverage then presents the critical and relevant social/technical areas to terrorism research including social, privacy, data confidentiality, and legal challenges. |
| hands on dark web analysis: Advanced Techniques and Applications of Cybersecurity and Forensics Keshav Kaushik, Mariya Ouaissa, Aryan Chaudhary, 2024-07-22 The book showcases how advanced cybersecurity and forensic techniques can be applied to various computational issues. It further covers the advanced exploitation tools that are used in the domain of ethical hacking and penetration testing. • Focuses on tools used in performing mobile and SIM forensics, static and dynamic memory analysis, and deep web forensics • Covers advanced tools in the domain of data hiding and steganalysis • Discusses the role and application of artificial intelligence and big data in cybersecurity • Elaborates on the use of advanced cybersecurity and forensics techniques in computational issues • Includes numerous open-source tools such as NMAP, Autopsy, and Wireshark used in the domain of digital forensics The text is primarily written for senior undergraduates, graduate students, and academic researchers, in the fields of computer science, electrical engineering, cybersecurity, and forensics. |
| hands on dark web analysis: New Opportunities for Sentiment Analysis and Information Processing Sharaff, Aakanksha, Sinha, G. R., Bhatia, Surbhi, 2021-06-25 Multinational organizations have begun to realize that sentiment mining plays an important role for decision making and market strategy. The revolutionary growth of digital marketing not only changes the market game, but also brings forth new opportunities for skilled professionals and expertise. Currently, the technologies are rapidly changing, and artificial intelligence (AI) and machine learning are contributing as game-changing technologies. These are not only trending but are also increasingly popular among data scientists and data analysts. New Opportunities for Sentiment Analysis and Information Processing provides interdisciplinary research in information retrieval and sentiment analysis including studies on extracting sentiments from textual data, sentiment visualization-based dimensionality reduction for multiple features, and deep learning-based multi-domain sentiment extraction. The book also optimizes techniques used for sentiment identification and examines applications of sentiment analysis and emotion detection. Covering such topics as communication networks, natural language processing, and semantic analysis, this book is essential for data scientists, data analysts, IT specialists, scientists, researchers, academicians, and students. |
| hands on dark web analysis: Advances in Social Networks Analysis and Mining I-Hsien Ting, |
| hands on dark web analysis: An Introduction to Statistical Learning Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, Jonathan Taylor, 2023-06-30 An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users. |
| hands on dark web analysis: Encyclopedia of Criminal Activities and the Deep Web Khosrow-Pour D.B.A., Mehdi, 2020-02-01 As society continues to rely heavily on technological tools for facilitating business, e-commerce, banking, and communication, among other applications, there has been a significant rise in criminals seeking to exploit these tools for their nefarious gain. Countries all over the world are seeing substantial increases in identity theft and cyberattacks, as well as illicit transactions, including drug trafficking and human trafficking, being made through the dark web internet. Sex offenders and murderers explore unconventional methods of finding and contacting their victims through Facebook, Instagram, popular dating sites, etc., while pedophiles rely on these channels to obtain information and photographs of children, which are shared on hidden community sites. As criminals continue to harness technological advancements that are outpacing legal and ethical standards, law enforcement and government officials are faced with the challenge of devising new and alternative strategies to identify and apprehend criminals to preserve the safety of society. The Encyclopedia of Criminal Activities and the Deep Web is a three-volume set that includes comprehensive articles covering multidisciplinary research and expert insights provided by hundreds of leading researchers from 30 countries including the United States, the United Kingdom, Australia, New Zealand, Germany, Finland, South Korea, Malaysia, and more. This comprehensive encyclopedia provides the most diverse findings and new methodologies for monitoring and regulating the use of online tools as well as hidden areas of the internet, including the deep and dark web. Highlighting a wide range of topics such as cyberbullying, online hate speech, and hacktivism, this book will offer strategies for the prediction and prevention of online criminal activity and examine methods for safeguarding internet users and their data from being tracked or stalked. Due to the techniques and extensive knowledge discussed in this publication it is an invaluable addition for academic and corporate libraries as well as a critical resource for policy makers, law enforcement officials, forensic scientists, criminologists, sociologists, victim advocates, cybersecurity analysts, lawmakers, government officials, industry professionals, academicians, researchers, and students within this field of study. |
| hands on dark web analysis: Communication in Global Jihad Jonathan Matusitz, 2020-11-25 This book conceptually examines the role of communication in global jihad from multiple perspectives. The main premise is that communication is so vital to the global jihadist movement today that jihadists will use any communicative tool, tactic, or approach to impact or transform people and the public at large. The author explores how and why the benefits of communication are a huge boon to jihadist operations, with jihadists communicating their ideological programs to develop a strong base for undertaking terrorist violence. The use of various information and communication systems and platforms by jihadists exemplifies the most recent progress in the relationship between terrorism, media, and the new information environment. For jihadist organizations like ISIS and Al-Qaeda, recruiting new volunteers for the Caliphate who are willing to sacrifice their lives for the cause is a top priority. Based on various conceptual analyses, case studies, and theoretical applications, this book explores the communicative tools, tactics, and approaches used for this recruitment, including narratives, propaganda, mainstream media, social media, new information and communication technologies, the jihadisphere, visual imagery, media framing, globalization, financing networks, crime–jihad nexuses, group communication, radicalization, social movements, fatwas, martyrdom videos, pop-jihad, and jihadist nasheeds. This book will be of great interest to students and scholars of communication studies, political science, terrorism and international security, Islamic studies, and cultural studies. |
| hands on dark web analysis: OSINT 101 Handbook: Expert-Level Intelligence Gathering Rob Botwright, 2023 Unlock the World of Intelligence with the OSINT 101 Handbook Bundle! Discover the power of Open Source Intelligence (OSINT) with our comprehensive book bundle—your key to expert-level intelligence gathering, advanced reconnaissance, threat assessment, and counterintelligence. 📚 BOOK 1 - OSINT Fundamentals: A Beginner's Guide Embark on your OSINT journey with this beginner's guide. Learn the significance of open source intelligence, master fundamental techniques, and acquire the skills to navigate the digital landscape. 📚 BOOK 2 - Advanced OSINT Strategies: Mastering Techniques Take your OSINT skills to the next level! Craft complex search queries, harness the power of automation, and explore expert-level OSINT tools. Elevate your expertise and unlock the true potential of OSINT. 📚 BOOK 3 - Digital Footprint Analysis: Profiling and Investigations Uncover the secrets hidden within digital footprints. Dive into behavioral analysis, extract insights from social media activity, and become a master of profiling and investigations. 📚 BOOK 4 - Expert OSINT: Cyber Reconnaissance and Threat Intelligence Immerse yourself in the world of cyber reconnaissance and threat intelligence. Explore real-world examples of expert-level operations and safeguard critical assets from cyber adversaries. With the OSINT 101 Handbook bundle, you'll: ✅ Master OSINT techniques from beginner to expert. ✅ Uncover hidden threats and make informed decisions. ✅ Navigate the complex digital terrain with confidence. ✅ Elevate your intelligence gathering and reconnaissance skills. ✅ Harness OSINT for cybersecurity and threat assessment. Don't miss out on this opportunity to become an OSINT expert. Get the OSINT 101 Handbook bundle today and unlock the world of intelligence! |
| hands on dark web analysis: Dark Data David J. Hand, 2022-02-15 Data describe and represent the world. However, no matter how big they may be, data sets don't - indeed cannot - capture everything. Data are measurements - and, as such, they represent only what has been measured. They don't necessarily capture all the information that is relevant to the questions we may want to ask. If we do not take into account what may be missing/unknown in the data we have, we may find ourselves unwittingly asking questions that our data cannot actually address, come to mistaken conclusions, and make disastrous decisions. In this book, David Hand looks at the ubiquitous phenomenon of missing data. He calls this dark data (making a comparison to dark matter - i.e., matter in the universe that we know is there, but which is invisible to direct measurement). He reveals how we can detect when data is missing, the types of settings in which missing data are likely to be found, and what to do about it. It can arise for many reasons, which themselves may not be obvious - for example, asymmetric information in wars; time delays in financial trading; dropouts in clinical trials; deliberate selection to enhance apparent performance in hospitals, policing, and schools; etc. What becomes clear is that measuring and collecting more and more data (big data) will not necessarily lead us to better understanding or to better decisions. We need to be vigilant to what is missing or unknown in our data, so that we can try to control for it. How do we do that? We can be alert to the causes of dark data, design better data-collection strategies that sidestep some of these causes - and, we can ask better questions of our data, which will lead us to deeper insights and better decisions-- |
| hands on dark web analysis: Digitally Supported Innovation Leonardo Caporarello, Fabrizio Cesaroni, Raphael Giesecke, Michele Missikoff, 2016-07-27 This book provides a broad overview of Information and Communication Technology (ICT)-supported innovation both on an evidence-based level, a theoretical and a methodological level. It presents multi-disciplinary perspectives on organizational innovation in enterprises and the public sector, and on the ubiquitous social media-based user innovations. The book especially highlights innovation in knowledge work and human-computer interaction, innovation of and in socio-technical systems, and user-based innovation in public services. It draws upon evidence from various areas of application, including innovative mobility and the factories of the future. The studies presented here will be helpful both for innovation scholars and practitioners in industry – as well as innovators at large – in their current and future studies and undertakings. |
| hands on dark web analysis: Organized Chaos Mark Raymond, Gordon Smith, 2016-10-17 The Internet is constantly evolving, and has economic, political and social importance as a public good. A coherent strategy for Internet governance is needed to ensure that difficult tradeoffs between competing interests, as well as between distinct public values, are managed in a consistent, transparent and accountable manner that accurately reflects public priorities. In Organized Chaos: Reimagining the Internet, edited by Mark Raymond and Gordon Smith, leading experts address a range of pressing challenges, including cyber security issues and civil society hacktivism by groups such as Anonymous, and consider the international political implications of some of the most likely Internet governance scenarios in the 2015–2020 time frame. Together, the chapters in this volume provide a clear sense of the critical problems facing efforts to update and redefine Internet governance, the appropriate modalities for doing so, and the costs and benefits associated with the most plausible outcomes. This foundation provides the basis for the development of the research-based, high-level strategic vision required to successfully navigate a complex, shifting and uncertain governance environment. |
| hands on dark web analysis: Storytelling with Data Cole Nussbaumer Knaflic, 2015-10-09 Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it! |
| hands on dark web analysis: Advanced Web and Network Technologies, and Applications Yoshiharu Ishikawa, 2008-11-13 This book constitutes the thoroughly refereed joint post-workshop proceedings of three international workshops held in conjunction with the 10th Asia-Pacific Web Conference, APWeb 2008, in Shenyang, China, in April 2008 (see LNCS 4976). The 15 revised full papers presented together with 4 invited papers and 4 keynote lectures were carefully reviewed and selected from numerous submissions. Topics addressed by the workshops are business intelligence and data mining (BIDM 2008), health data management (IWHDM 2008), and data engineering and Web technology research (DeWeb 2008). The papers focus on issues such as Web searching, Web services, database, data mining, bioinformatics, and business intelligence. |
| hands on dark web analysis: Artificial Intelligence and National Security Reza Montasari, 2022-09-26 This book analyses the implications of the technical, legal, ethical and privacy challenges as well as challenges for human rights and civil liberties regarding Artificial Intelligence (AI) and National Security. It also offers solutions that can be adopted to mitigate or eradicate these challenges wherever possible. As a general-purpose, dual-use technology, AI can be deployed for both good and evil. The use of AI is increasingly becoming of paramount importance to the government’s mission to keep their nations safe. However, the design, development and use of AI for national security poses a wide range of legal, ethical, moral and privacy challenges. This book explores national security uses for Artificial Intelligence (AI) in Western Democracies and its malicious use. This book also investigates the legal, political, ethical, moral, privacy and human rights implications of the national security uses of AI in the aforementioned democracies. It illustrates how AI for national security purposes could threaten most individual fundamental rights, and how the use of AI in digital policing could undermine user human rights and privacy. In relation to its examination of the adversarial uses of AI, this book discusses how certain countries utilise AI to launch disinformation attacks by automating the creation of false or misleading information to subvert public discourse. With regards to the potential of AI for national security purposes, this book investigates how AI could be utilized in content moderation to counter violent extremism on social media platforms. It also discusses the current practices in using AI in managing Big Data Analytics demands. This book provides a reference point for researchers and advanced-level students studying or working in the fields of Cyber Security, Artificial Intelligence, Social Sciences, Network Security as well as Law and Criminology. Professionals working within these related fields and law enforcement employees will also find this book valuable as a reference. |
| hands on dark web analysis: Pattern Analysis, Intelligent Security and the Internet of Things Ajith Abraham, Azah Kamilah Muda, Yun-Huoy Choo, 2015-06-20 This Volume presents the selected papers from the 5 Parallel Symposiums of the 2014 Fourth World Congress on Information and Communication Technologies (WICT 2014) held in Malacca, Malaysia. The theme of WICT 2014 'Innovating ICT for Social Revolutions'. WICT 2014 is Co-Organized by Machine Intelligence Research Labs (MIR Labs), USA and Universiti Teknikal Malaysia Melaka, Malaysia. WICT 2014 is technically co-sponsored by IEEE Systems, Man & Cybernetics Society Malaysia and Spain Chapters and Technically Supported by IEEE Systems Man and Cybernetics Society, Technical Committee on Soft Computing. |
| hands on dark web analysis: The Black Book of Communism Stéphane Courtois, 1999 This international bestseller plumbs recently opened archives in the former Soviet bloc to reveal the accomplishments of communism around the world. The book is the first attempt to catalogue and analyse the crimes of communism over 70 years. |
| hands on dark web analysis: Mastering Open Source Threat Analysis Strategies Vishal Rai, 2024-06-03 The book is designed for a practical approach to learning, with examples based on scenarios. It covers possible OSINT blueprints from the beginning to an advanced level KEY FEATURES ● Learn about OSINT and how to set up an OSINT environment for investigations. ● Master techniques for tracking fraud SMS and investigating emails. ● Explore reverse image searching and geolocation strategies. DESCRIPTION OSINT is a powerful technology used to gather and analyze information from publicly available sources. It empowers cybersecurity professionals to proactively detect and mitigate threats. This book serves as a comprehensive guide offering strategic approaches and practical insights into leveraging OSINT for cybersecurity defense. This book is an all-encompassing guide to open-source intelligence (OSINT). It meticulously details tools, techniques, and applications across a multitude of domains. The book explores OSINT’s use in social media, email domains, IP addresses, images, videos, documents, mobile numbers, companies, job postings, and the dark web. It probes OSINT’s application for threat intelligence, data leak detection, understanding encryption, and digital certificates, assessing fake news, reverse image search, geolocation workarounds, real image identification, finding banned organizations, handling sensitive information like Aadhar and Social Security Numbers, while also tracking fraudulent SMS. By the end of this book, readers will emerge as competent cybersecurity professionals equipped with the skills and expertise to navigate the ever-evolving landscape of cyber threats with confidence and proficiency. WHAT YOU WILL LEARN ● Understand the fundamentals of OSINT in cybersecurity. ● Securing web browsers and ensuring online privacy. ● Investigating emails and tracking cyber threats. ● Gain insights into tracking mobile identities and domain or IP investigations. ● Enhance cybersecurity defenses with practical case studies. WHO THIS BOOK IS FOR This book is essential for cybersecurity professionals, investigators, law enforcement, and digital forensics analysts seeking advanced OSINT strategies. TABLE OF CONTENTS 1. Setting up OSINT Environment 2. Secure Browsers 3. Exploring OS Security 4. Online Privacy and Security 5. Tail OS in Use 6. Using Tor Browser 7. Advanced Search Tools 8. Sock Puppet Accounts 9. Exploring Footprinting 10. Investigating E-mails 11. Utilizing Social Media 12. Tracking Family and Friends 13. Mobile Identity Search 14. Mining Online Communities 15. Investigating Domain and IP 16. Detection of Data Leaks 17. Understanding Encryption and Digital Certificates 18. Access Fake News 19. Reverse Image Search 20. Geo-location 21. Identify Real Images 22. Use of Aadhaar and Social Security Number 23. Tracking Fraud SMS |
| hands on dark web analysis: MultiMedia Modeling Ioannis Kompatsiaris, Benoit Huet, Vasileios Mezaris, Cathal Gurrin, Wen-Huang Cheng, Stefanos Vrochidis, 2018-12-20 The two-volume set LNCS 11295 and 11296 constitutes the thoroughly refereed proceedings of the 25th International Conference on MultiMedia Modeling, MMM 2019, held in Thessaloniki, Greece, in January 2019. Of the 172 submitted full papers, 49 were selected for oral presentation and 47 for poster presentation; in addition, 6 demonstration papers, 5 industry papers, 6 workshop papers, and 6 papers for the Video Browser Showdown 2019 were accepted. All papers presented were carefully reviewed and selected from 204 submissions. |
| hands on dark web analysis: Cyber Victimology Debarati Halder, 2021-10-28 Cyber Victimology provides a global socio-legal-victimological perspective on victimisation online, written in clear, non-technical terms, and presents practical solutions for the problem. Halder qualitatively analyses the contemporary dimensions of cyber-crime victimisation, aiming to fill the gap in the existing literature on this topic. A literature review, along with case studies, allows the author to analyse the current situation concerning cyber-crime victimisation. A profile of victims of cyber-crime has been developed based on the characteristics of different groups of victims. As well, new policy guidelines on the basis of UN documents on cybercrimes and victim justice are proposed to prevent such victimisation and to explore avenues for restitution of justice for cases of cyber-crime victimisation. This book shows how the effects of cyber victimisation in one sector can affect others. This book also examines why perpetrators choose to attack their victim/s in specific ways, which then have a ripple effect, creating greater harm to other members of society in unexpected ways. This book is suitable for use as a textbook in cyber victimology courses and will also be of great interest to policy makers and activists working in this area. |
Hand - Wikipedia
A hand is a prehensile, multi- fingered appendage located at the end of the forearm or forelimb of primates such as humans, chimpanzees, monkeys, and lemurs.
Arthritis of the Hand: Symptoms, Types & Treatments
Jul 6, 2021 · Arthritis of the hand causes pain and swelling, stiffness and deformity. As arthritis progresses, you can’t use your hands to manage everyday tasks as you once could. Are there …
Hand | Definition, Anatomy, Bones, Diagram, & Facts | Britannica
Jun 6, 2025 · hand, grasping organ at the end of the forelimb of certain vertebrates that exhibits great mobility and flexibility in the digits and in the whole organ. It is made up of the wrist joint, …
Anatomy of the Hand and Wrist - Cleveland Clinic
Jun 12, 2023 · Your hands and wrists are some of the most complex parts of your body. Their ability to bend, move and flex helps you complete almost any task or motion you can think of. Hands …
Hands-on learning experience - 7LittleWordsAnswers.com
4 days ago · Hands-on learning experience 7 Little Words Possible Solution: INTERNSHIP Since you already solved the clue Hands-on learning experience which had the answer INTERNSHIP, you …
Hand Bones - Names & Structure with Labeled Diagrams
These bones, along with the muscles and ligaments in the region, give structure to the human hand and allow for all the movement and dexterity of the hands and fingers. There are three major …
Anatomy of the Hand - Johns Hopkins Medicine
Each of your hands has three types of bones: phalanges in your fingers; metacarpals in your mid-hand, and carpals in your wrist.
Hand - Wikipedia
A hand is a prehensile, multi- fingered appendage located at the end of the forearm or forelimb of primates such as humans, chimpanzees, monkeys, and lemurs.
Arthritis of the Hand: Symptoms, Types & Treatments
Jul 6, 2021 · Arthritis of the hand causes pain and swelling, stiffness and deformity. As arthritis progresses, you can’t use your hands to manage everyday tasks as you once could. Are there …
Hand | Definition, Anatomy, Bones, Diagram, & Facts | Britannica
Jun 6, 2025 · hand, grasping organ at the end of the forelimb of certain vertebrates that exhibits great mobility and flexibility in the digits and in the whole organ. It is made up of the wrist joint, …
Anatomy of the Hand and Wrist - Cleveland Clinic
Jun 12, 2023 · Your hands and wrists are some of the most complex parts of your body. Their ability to bend, move and flex helps you complete almost any task or motion you can think of. …
Hands-on learning experience - 7LittleWordsAnswers.com
4 days ago · Hands-on learning experience 7 Little Words Possible Solution: INTERNSHIP Since you already solved the clue Hands-on learning experience which had the answer …
Hand Bones - Names & Structure with Labeled Diagrams
These bones, along with the muscles and ligaments in the region, give structure to the human hand and allow for all the movement and dexterity of the hands and fingers. There are three …
Anatomy of the Hand - Johns Hopkins Medicine
Each of your hands has three types of bones: phalanges in your fingers; metacarpals in your mid-hand, and carpals in your wrist.
