Advance Fee Scam Email Classification Using Machine Learning

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Understanding Social Engineering Based Scams

Author : Markus Jakobsson
Publisher : Springer
ISBN 13 : 1493964577
Total Pages : 135 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Understanding Social Engineering Based Scams by : Markus Jakobsson

Download or read book Understanding Social Engineering Based Scams written by Markus Jakobsson and published by Springer. This book was released on 2016-09-13 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes trends in email scams and offers tools and techniques to identify such trends. It also describes automated countermeasures based on an understanding of the type of persuasive methods used by scammers. It reviews both consumer-facing scams and enterprise scams, describing in-depth case studies relating to Craigslist scams and Business Email Compromise Scams. This book provides a good starting point for practitioners, decision makers and researchers in that it includes alternatives and complementary tools to the currently deployed email security tools, with a focus on understanding the metrics of scams. Both professionals working in security and advanced-level students interested in privacy or applications of computer science will find this book a useful reference.

ICT Analysis and Applications

Author : Simon Fong
Publisher : Springer Nature
ISBN 13 : 9811583544
Total Pages : 817 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis ICT Analysis and Applications by : Simon Fong

Download or read book ICT Analysis and Applications written by Simon Fong and published by Springer Nature. This book was released on 2020-12-15 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 5th International Conference on ICT for Sustainable Development (ICT4SD 2020), held in Goa, India, on 23–24 July 2020. The conference provided a valuable forum for cutting-edge research discussions among pioneering researchers, scientists, industrial engineers, and students from all around the world. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.

Proceedings of the Future Technologies Conference (FTC) 2023, Volume 4

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3031474481
Total Pages : 511 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Proceedings of the Future Technologies Conference (FTC) 2023, Volume 4 by : Kohei Arai

Download or read book Proceedings of the Future Technologies Conference (FTC) 2023, Volume 4 written by Kohei Arai and published by Springer Nature. This book was released on 2023-12-14 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of thoroughly well-researched studies presented at the Eighth Future Technologies Conference. This annual conference aims to seek submissions from the wide arena of studies like Computing, Communication, Machine Vision, Artificial Intelligence, Ambient Intelligence, Security, and e-Learning. With an impressive 490 paper submissions, FTC emerged as a hybrid event of unparalleled success, where visionary minds explored groundbreaking solutions to the most pressing challenges across diverse fields. These groundbreaking findings open a window for vital conversation on information technologies in our community especially to foster future collaboration with one another. We hope that the readers find this book interesting and inspiring and render their enthusiastic support toward it.

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Author : El Bachir Boukherouaa
Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa

Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science

Author : Biju, Soly Mathew
Publisher : IGI Global
ISBN 13 : 1668486989
Total Pages : 321 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science by : Biju, Soly Mathew

Download or read book Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science written by Biju, Soly Mathew and published by IGI Global. This book was released on 2023-09-13 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world is approaching a point where big data will start to play a beneficial role in many industries and organizations. Today, analyzing data for new insights has become an everyday norm, increasing the need for data analysts to use efficient and appropriate tools to provide quick and valuable results to clients. Existing research in the field currently lacks a full coverage of all essential algorithms, leaving a knowledge void for practical implementation and code in Python with all needed libraries and links to datasets used. Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science serves as a one-stop book to help emerging data scientists gain hands-on skills needed through real-world data and completely up-to-date Python code. It covers all the technical details, from installing the needed software to importing libraries and using the latest data sets; deciding on the right model; training, testing, and evaluating the model; and including NumPy, Pandas, and matplotlib. With coverage on various machine learning algorithms like regression, linear and logical regression, classification, support vector machine (SVM), clustering, k-nearest neighbor, market basket analysis, Apriori, k-means clustering, and visualization using Seaborne, it is designed for academic researchers, undergraduate students, postgraduate students, executive education program leaders, and practitioners.

Machine Intelligence and Big Data Analytics for Cybersecurity Applications

Author : Yassine Maleh
Publisher : Springer Nature
ISBN 13 : 303057024X
Total Pages : 539 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Machine Intelligence and Big Data Analytics for Cybersecurity Applications by : Yassine Maleh

Download or read book Machine Intelligence and Big Data Analytics for Cybersecurity Applications written by Yassine Maleh and published by Springer Nature. This book was released on 2020-12-14 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks but also because of the large scale and complex nature of today’s IT infrastructures. It discusses novel trends and achievements in machine intelligence and their role in the development of secure systems and identifies open and future research issues related to the application of machine intelligence in the cybersecurity field. Bridging an important gap between machine intelligence, big data, and cybersecurity communities, it aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances on machine intelligence and big data analytics for cybersecurity applications.

Machine Learning with Python Cookbook

Author : Chris Albon
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491989335
Total Pages : 305 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Machine Learning with Python Cookbook by : Chris Albon

Download or read book Machine Learning with Python Cookbook written by Chris Albon and published by "O'Reilly Media, Inc.". This book was released on 2018-03-09 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics. Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications. You’ll find recipes for: Vectors, matrices, and arrays Handling numerical and categorical data, text, images, and dates and times Dimensionality reduction using feature extraction or feature selection Model evaluation and selection Linear and logical regression, trees and forests, and k-nearest neighbors Support vector machines (SVM), naïve Bayes, clustering, and neural networks Saving and loading trained models

The Human Factor of Cybercrime

Author : Rutger Leukfeldt
Publisher : Routledge
ISBN 13 : 0429864175
Total Pages : 394 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis The Human Factor of Cybercrime by : Rutger Leukfeldt

Download or read book The Human Factor of Cybercrime written by Rutger Leukfeldt and published by Routledge. This book was released on 2019-10-11 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cybercrimes are often viewed as technical offenses that require technical solutions, such as antivirus programs or automated intrusion detection tools. However, these crimes are committed by individuals or networks of people which prey upon human victims and are detected and prosecuted by criminal justice personnel. As a result, human decision-making plays a substantial role in the course of an offence, the justice response, and policymakers' attempts to legislate against these crimes. This book focuses on the human factor in cybercrime: its offenders, victims, and parties involved in tackling cybercrime. The distinct nature of cybercrime has consequences for the entire spectrum of crime and raises myriad questions about the nature of offending and victimization. For example, are cybercriminals the same as traditional offenders, or are there new offender types with distinct characteristics and motives? What foreground and situational characteristics influence the decision-making process of offenders? Which personal and situational characteristics provide an increased or decreased risk of cybercrime victimization? This book brings together leading criminologists from around the world to consider these questions and examine all facets of victimization, offending, offender networks, and policy responses. Chapter 13 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.

Practical Fraud Prevention

Author : Gilit Saporta
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492093297
Total Pages : 397 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Practical Fraud Prevention by : Gilit Saporta

Download or read book Practical Fraud Prevention written by Gilit Saporta and published by "O'Reilly Media, Inc.". This book was released on 2022-03-16 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their fraud-fighting experience to provide best practices, methodologies, and tools to help you detect and prevent fraud and other malicious activities. Data scientists, data analysts, and fraud analysts will learn how to identify and quickly respond to attacks. You'll get a comprehensive view of typical incursions as well as recommended detection methods. Online fraud is constantly evolving. This book helps experienced researchers safely guide and protect their organizations in this ever-changing fraud landscape. With this book, you will: Examine current fraud attacks and learn how to mitigate them Find the right balance between preventing fraud and providing a smooth customer experience Share insights across multiple business areas, including ecommerce, banking, cryptocurrency, anti-money laundering, and ad tech Evaluate potential risks for a new vertical, market, or product Train and mentor teams by boosting collaboration and kickstarting brainstorming sessions Get a framework of fraud methods, fraud-fighting analytics, and data science methodologies

Principles of Data Mining

Author : David J. Hand
Publisher : MIT Press
ISBN 13 : 9780262082907
Total Pages : 594 pages
Book Rating : 4.0/5 (829 download)

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Book Synopsis Principles of Data Mining by : David J. Hand

Download or read book Principles of Data Mining written by David J. Hand and published by MIT Press. This book was released on 2001-08-17 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics. The growing interest in data mining is motivated by a common problem across disciplines: how does one store, access, model, and ultimately describe and understand very large data sets? Historically, different aspects of data mining have been addressed independently by different disciplines. This is the first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics. The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local "memory-based" models. The third section shows how all of the preceding analysis fits together when applied to real-world data mining problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.

Phishing and Countermeasures

Author : Markus Jakobsson
Publisher : John Wiley & Sons
ISBN 13 : 0470086092
Total Pages : 739 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Phishing and Countermeasures by : Markus Jakobsson

Download or read book Phishing and Countermeasures written by Markus Jakobsson and published by John Wiley & Sons. This book was released on 2006-12-05 with total page 739 pages. Available in PDF, EPUB and Kindle. Book excerpt: Phishing and Counter-Measures discusses how and why phishing is a threat, and presents effective countermeasures. Showing you how phishing attacks have been mounting over the years, how to detect and prevent current as well as future attacks, this text focuses on corporations who supply the resources used by attackers. The authors subsequently deliberate on what action the government can take to respond to this situation and compare adequate versus inadequate countermeasures.

Intelligent Computing and Information and Communication

Author : Subhash Bhalla
Publisher : Springer
ISBN 13 : 9811072450
Total Pages : 732 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Intelligent Computing and Information and Communication by : Subhash Bhalla

Download or read book Intelligent Computing and Information and Communication written by Subhash Bhalla and published by Springer. This book was released on 2018-01-19 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume presents high quality research papers presented at Second International Conference on Information and Communication Technology for Intelligent Systems (ICICC 2017). The conference was held during 2–4 August 2017, Pune, India and organized communally by Dr. Vishwanath Karad MIT World Peace University, Pune, India at MIT College of Engineering, Pune and supported by All India Council for Technical Education (AICTE) and Council of Scientific and Industrial Research (CSIR). The volume contains research papers focused on ICT for intelligent computation, communications and audio, and video data processing.

Intelligent Data Engineering and Analytics

Author : Suresh Chandra Satapathy
Publisher : Springer Nature
ISBN 13 : 9811556792
Total Pages : 758 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Intelligent Data Engineering and Analytics by : Suresh Chandra Satapathy

Download or read book Intelligent Data Engineering and Analytics written by Suresh Chandra Satapathy and published by Springer Nature. This book was released on 2020-08-29 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), held at NIT Surathkal, Karnataka, India, on 4–5 January 2020. In these proceedings, researchers, scientists, engineers and practitioners share new ideas and lessons learned in the field of intelligent computing theories with prospective applications in various engineering disciplines. The respective papers cover broad areas of the information and decision sciences, and explore both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols and architectures. Given its scope, the book offers a valuable resource for graduate students in various engineering disciplines.

Computer Security -- ESORICS 2012

Author : Sara Foresti
Publisher : Springer
ISBN 13 : 364233167X
Total Pages : 911 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computer Security -- ESORICS 2012 by : Sara Foresti

Download or read book Computer Security -- ESORICS 2012 written by Sara Foresti and published by Springer. This book was released on 2012-08-19 with total page 911 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th European Symposium on Computer Security, ESORICS 2012, held in Pisa, Italy, in September 2012. The 50 papers included in the book were carefully reviewed and selected from 248 papers. The articles are organized in topical sections on security and data protection in real systems; formal models for cryptography and access control; security and privacy in mobile and wireless networks; counteracting man-in-the-middle attacks; network security; users privacy and anonymity; location privacy; voting protocols and anonymous communication; private computation in cloud systems; formal security models; identity based encryption and group signature; authentication; encryption key and password security; malware and phishing; and software security.

The Economics of Information Security and Privacy

Author : Rainer Böhme
Publisher : Springer Science & Business Media
ISBN 13 : 3642394981
Total Pages : 327 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis The Economics of Information Security and Privacy by : Rainer Böhme

Download or read book The Economics of Information Security and Privacy written by Rainer Böhme and published by Springer Science & Business Media. This book was released on 2013-11-29 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the late 1990s, researchers began to grasp that the roots of many information security failures can be better explained with the language of economics than by pointing to instances of technical flaws. This led to a thriving new interdisciplinary research field combining economic and engineering insights, measurement approaches and methodologies to ask fundamental questions concerning the viability of a free and open information society. While economics and information security comprise the nucleus of an academic movement that quickly drew the attention of thinktanks, industry, and governments, the field has expanded to surrounding areas such as management of information security, privacy, and, more recently, cybercrime, all studied from an interdisciplinary angle by combining methods from microeconomics, econometrics, qualitative social sciences, behavioral sciences, and experimental economics. This book is structured in four parts, reflecting the main areas: management of information security, economics of information security, economics of privacy, and economics of cybercrime. Each individual contribution documents, discusses, and advances the state of the art concerning its specific research questions. It will be of value to academics and practitioners in the related fields.

Steering AI and advanced ICTs for knowledge societies

Author : Xianhong Hu
Publisher : UNESCO Publishing
ISBN 13 : 9231003631
Total Pages : 201 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Steering AI and advanced ICTs for knowledge societies by : Xianhong Hu

Download or read book Steering AI and advanced ICTs for knowledge societies written by Xianhong Hu and published by UNESCO Publishing. This book was released on 2019-11-28 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Network Security Strategies

Author : Aditya Mukherjee
Publisher : Packt Publishing Ltd
ISBN 13 : 1789801052
Total Pages : 378 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Network Security Strategies by : Aditya Mukherjee

Download or read book Network Security Strategies written by Aditya Mukherjee and published by Packt Publishing Ltd. This book was released on 2020-11-06 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build a resilient network and prevent advanced cyber attacks and breaches Key Features Explore modern cybersecurity techniques to protect your networks from ever-evolving cyber threats Prevent cyber attacks by using robust cybersecurity strategies Unlock the secrets of network security Book Description With advanced cyber attacks severely impacting industry giants and the constantly evolving threat landscape, organizations are adopting complex systems to maintain robust and secure environments. Network Security Strategies will help you get well-versed with the tools and techniques required to protect any network environment against modern cyber threats. You'll understand how to identify security vulnerabilities across the network and how to effectively use a variety of network security techniques and platforms. Next, the book will show you how to design a robust network that provides top-notch security to protect against traditional and new evolving attacks. With the help of detailed solutions and explanations, you'll be able to monitor networks skillfully and identify potential risks. Finally, the book will cover topics relating to thought leadership and the management aspects of network security. By the end of this network security book, you'll be well-versed in defending your network from threats and be able to consistently maintain operational efficiency, security, and privacy in your environment. What you will learn Understand network security essentials, including concepts, mechanisms, and solutions to implement secure networks Get to grips with setting up and threat monitoring cloud and wireless networks Defend your network against emerging cyber threats in 2020 Discover tools, frameworks, and best practices for network penetration testing Understand digital forensics to enhance your network security skills Adopt a proactive approach to stay ahead in network security Who this book is for This book is for anyone looking to explore information security, privacy, malware, and cyber threats. Security experts who want to enhance their skill set will also find this book useful. A prior understanding of cyber threats and information security will help you understand the key concepts covered in the book more effectively.