Anomaly Detection In Multiple Scale For Insider Threat Analysis

Download Anomaly Detection In Multiple Scale For Insider Threat Analysis full books in PDF, epub, and Kindle. Read online Anomaly Detection In Multiple Scale For Insider Threat Analysis ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Handbook of Research on Threat Detection and Countermeasures in Network Security

Author : Al-Hamami, Alaa Hussein
Publisher : IGI Global
ISBN 13 : 146666584X
Total Pages : 450 pages
Book Rating : 4.4/5 (666 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Research on Threat Detection and Countermeasures in Network Security by : Al-Hamami, Alaa Hussein

Download or read book Handbook of Research on Threat Detection and Countermeasures in Network Security written by Al-Hamami, Alaa Hussein and published by IGI Global. This book was released on 2014-10-31 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber attacks are rapidly becoming one of the most prevalent issues in the world. As cyber crime continues to escalate, it is imperative to explore new approaches and technologies that help ensure the security of the online community. The Handbook of Research on Threat Detection and Countermeasures in Network Security presents the latest methodologies and trends in detecting and preventing network threats. Investigating the potential of current and emerging security technologies, this publication is an all-inclusive reference source for academicians, researchers, students, professionals, practitioners, network analysts, and technology specialists interested in the simulation and application of computer network protection.

Anomaly Detection as a Service

Author : Danfeng (Daphne)Yao
Publisher : Springer Nature
ISBN 13 : 3031023544
Total Pages : 157 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!

Book Synopsis Anomaly Detection as a Service by : Danfeng (Daphne)Yao

Download or read book Anomaly Detection as a Service written by Danfeng (Daphne)Yao and published by Springer Nature. This book was released on 2022-06-01 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anomaly detection has been a long-standing security approach with versatile applications, ranging from securing server programs in critical environments, to detecting insider threats in enterprises, to anti-abuse detection for online social networks. Despite the seemingly diverse application domains, anomaly detection solutions share similar technical challenges, such as how to accurately recognize various normal patterns, how to reduce false alarms, how to adapt to concept drifts, and how to minimize performance impact. They also share similar detection approaches and evaluation methods, such as feature extraction, dimension reduction, and experimental evaluation. The main purpose of this book is to help advance the real-world adoption and deployment anomaly detection technologies, by systematizing the body of existing knowledge on anomaly detection. This book is focused on data-driven anomaly detection for software, systems, and networks against advanced exploits and attacks, but also touches on a number of applications, including fraud detection and insider threats. We explain the key technical components in anomaly detection workflows, give in-depth description of the state-of-the-art data-driven anomaly-based security solutions, and more importantly, point out promising new research directions. This book emphasizes on the need and challenges for deploying service-oriented anomaly detection in practice, where clients can outsource the detection to dedicated security providers and enjoy the protection without tending to the intricate details.

Big Data Analytics with Applications in Insider Threat Detection

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1351645765
Total Pages : 685 pages
Book Rating : 4.3/5 (516 download)

DOWNLOAD NOW!

Book Synopsis Big Data Analytics with Applications in Insider Threat Detection by : Bhavani Thuraisingham

Download or read book Big Data Analytics with Applications in Insider Threat Detection written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2017-11-22 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today's malware mutates randomly to avoid detection, but reactively adaptive malware is more intelligent, learning and adapting to new computer defenses on the fly. Using the same algorithms that antivirus software uses to detect viruses, reactively adaptive malware deploys those algorithms to outwit antivirus defenses and to go undetected. This book provides details of the tools, the types of malware the tools will detect, implementation of the tools in a cloud computing framework and the applications for insider threat detection.

Handbook of Measurements

Author : Adedeji B. Badiru
Publisher : CRC Press
ISBN 13 : 1482225239
Total Pages : 706 pages
Book Rating : 4.4/5 (822 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Measurements by : Adedeji B. Badiru

Download or read book Handbook of Measurements written by Adedeji B. Badiru and published by CRC Press. This book was released on 2018-10-08 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning, measuring, and paying attention to details form the basis for all successful engineering operations. Measurements pervade everything we do and must be viewed from a systems perspective. A comprehensive all-encompassing guide to measurements, Handbook of Measurements: Benchmarks for Systems Accuracy and Precision focuses on high-level engineering computations essential for benchmarks and technical innovation. The book uses a systems framework and a technically rigorous approach to systems linking of measurements—an approach that sets it apart from other handbooks. The popular saying "measure twice and cut once" bears out the importance of measurements in human endeavors. This handbook covers both qualitative and quantitative topics of measurement. It opens with a chapter on the fundamentals of measurement and includes coverage of human-centric measurements, such as measurement of personnel productivity and contractor performance. It concludes with three appendices on measurement, references, conversion factors, equations, formulas, and statistics for measurement. It is well understood that humans cannot manage anything that cannot be measured. All elements involved in our day-to-day decision making involve some form of measurement, whether in the kitchen, retail, sports, service operations, geographical exploration, health care delivery, worker productivity, clothing design, engineering product design, or space craft launching. Measuring an attribute of a system and then analyzing it against some standard, some specification, some best practice, or some benchmark empower a decision maker to take appropriate and timely actions. This book gives you a guide for sustainable practices to ensure accurate measurements, helping you make decisions backed by metrics.

Data Analytics and Decision Support for Cybersecurity

Author : Iván Palomares Carrascosa
Publisher : Springer
ISBN 13 : 3319594397
Total Pages : 278 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!

Book Synopsis Data Analytics and Decision Support for Cybersecurity by : Iván Palomares Carrascosa

Download or read book Data Analytics and Decision Support for Cybersecurity written by Iván Palomares Carrascosa and published by Springer. This book was released on 2017-08-01 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book illustrates the inter-relationship between several data management, analytics and decision support techniques and methods commonly adopted in Cybersecurity-oriented frameworks. The recent advent of Big Data paradigms and the use of data science methods, has resulted in a higher demand for effective data-driven models that support decision-making at a strategic level. This motivates the need for defining novel data analytics and decision support approaches in a myriad of real-life scenarios and problems, with Cybersecurity-related domains being no exception. This contributed volume comprises nine chapters, written by leading international researchers, covering a compilation of recent advances in Cybersecurity-related applications of data analytics and decision support approaches. In addition to theoretical studies and overviews of existing relevant literature, this book comprises a selection of application-oriented research contributions. The investigations undertaken across these chapters focus on diverse and critical Cybersecurity problems, such as Intrusion Detection, Insider Threats, Insider Threats, Collusion Detection, Run-Time Malware Detection, Intrusion Detection, E-Learning, Online Examinations, Cybersecurity noisy data removal, Secure Smart Power Systems, Security Visualization and Monitoring. Researchers and professionals alike will find the chapters an essential read for further research on the topic.

The Mathematical Sciences in 2025

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309284600
Total Pages : 223 pages
Book Rating : 4.3/5 (92 download)

DOWNLOAD NOW!

Book Synopsis The Mathematical Sciences in 2025 by : National Research Council

Download or read book The Mathematical Sciences in 2025 written by National Research Council and published by National Academies Press. This book was released on 2013-05-13 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: The mathematical sciences are part of nearly all aspects of everyday life-the discipline has underpinned such beneficial modern capabilities as Internet search, medical imaging, computer animation, numerical weather predictions, and all types of digital communications. The Mathematical Sciences in 2025 examines the current state of the mathematical sciences and explores the changes needed for the discipline to be in a strong position and able to maximize its contribution to the nation in 2025. It finds the vitality of the discipline excellent and that it contributes in expanding ways to most areas of science and engineering, as well as to the nation as a whole, and recommends that training for future generations of mathematical scientists should be re-assessed in light of the increasingly cross-disciplinary nature of the mathematical sciences. In addition, because of the valuable interplay between ideas and people from all parts of the mathematical sciences, the report emphasizes that universities and the government need to continue to invest in the full spectrum of the mathematical sciences in order for the whole enterprise to continue to flourish long-term.

The Naked Future

Author : Patrick Tucker
Publisher : Penguin
ISBN 13 : 1101599464
Total Pages : 264 pages
Book Rating : 4.1/5 (15 download)

DOWNLOAD NOW!

Book Synopsis The Naked Future by : Patrick Tucker

Download or read book The Naked Future written by Patrick Tucker and published by Penguin. This book was released on 2014-03-06 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A thorough yet thoroughly digestible book on the ubiquity of data gathering and the unraveling of personal privacy.” —Daniel Pink, author of Drive Thanks to recent advances in technology, prediction models for individual behavior grow more sophisticated by the day. Whether you’ll marry, commit a crime or fall victim to one, or contract a disease are becoming easily accessible facts. The naked future is upon us, and the implications are staggering. Patrick Tucker draws on fascinating stories from health care to urban planning to online dating. He shows how scientists can predict your behavior based on your friends’ Twitter updates, anticipate the weather a year from now, figure out the time of day you’re most likely to slip back into a bad habit, and guess how well you’ll do on a test before you take it. Tucker knows that the rise of Big Data is not always a good thing. But he also shows how we’ve gained tremendous benefits that we have yet to fully realize.

Advances in Digital Forensics XVI

Author : Gilbert Peterson
Publisher : Springer
ISBN 13 : 9783030562250
Total Pages : 308 pages
Book Rating : 4.5/5 (622 download)

DOWNLOAD NOW!

Book Synopsis Advances in Digital Forensics XVI by : Gilbert Peterson

Download or read book Advances in Digital Forensics XVI written by Gilbert Peterson and published by Springer. This book was released on 2021-09-07 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital forensics deals with the acquisition, preservation, examination, analysis and presentation of electronic evidence. Computer networks, cloud computing, smartphones, embedded devices and the Internet of Things have expanded the role of digital forensics beyond traditional computer crime investigations. Practically every crime now involves some aspect of digital evidence; digital forensics provides the techniques and tools to articulate this evidence in legal proceedings. Digital forensics also has myriad intelligence applications; furthermore, it has a vital role in cyber security -- investigations of security breaches yield valuable information that can be used to design more secure and resilient systems. Advances in Digital Forensics XVI describes original research results and innovative applications in the discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations. The areas of coverage include: themes and issues, forensic techniques, filesystem forensics, cloud forensics, social media forensics, multimedia forensics, and novel applications. This book is the sixteenth volume in the annual series produced by the International Federation for Information Processing (IFIP) Working Group 11.9 on Digital Forensics, an international community of scientists, engineers and practitioners dedicated to advancing the state of the art of research and practice in digital forensics. The book contains a selection of sixteen edited papers from the Sixteenth Annual IFIP WG 11.9 International Conference on Digital Forensics, held in New Delhi, India, in the winter of 2020. Advances in Digital Forensics XVI is an important resource for researchers, faculty members and graduate students, as well as for practitioners and individuals engaged in research and development efforts for the law enforcement and intelligence communities.

Signal

Author :
Publisher :
ISBN 13 :
Total Pages : 428 pages
Book Rating : 4.P/5 (26 download)

DOWNLOAD NOW!

Book Synopsis Signal by :

Download or read book Signal written by and published by . This book was released on 2016 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Smart Grid using Big Data Analytics

Author : Robert C. Qiu
Publisher : John Wiley & Sons
ISBN 13 : 1118494059
Total Pages : 626 pages
Book Rating : 4.1/5 (184 download)

DOWNLOAD NOW!

Book Synopsis Smart Grid using Big Data Analytics by : Robert C. Qiu

Download or read book Smart Grid using Big Data Analytics written by Robert C. Qiu and published by John Wiley & Sons. This book was released on 2017-04-17 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is aimed at students in communications and signal processing who want to extend their skills in the energy area. It describes power systems and why these backgrounds are so useful to smart grid, wireless communications being very different to traditional wireline communications.

Insider Attack and Cyber Security

Author : Salvatore J. Stolfo
Publisher : Springer Science & Business Media
ISBN 13 : 0387773223
Total Pages : 228 pages
Book Rating : 4.3/5 (877 download)

DOWNLOAD NOW!

Book Synopsis Insider Attack and Cyber Security by : Salvatore J. Stolfo

Download or read book Insider Attack and Cyber Security written by Salvatore J. Stolfo and published by Springer Science & Business Media. This book was released on 2008-08-29 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book defines the nature and scope of insider problems as viewed by the financial industry. This edited volume is based on the first workshop on Insider Attack and Cyber Security, IACS 2007. The workshop was a joint effort from the Information Security Departments of Columbia University and Dartmouth College. The book sets an agenda for an ongoing research initiative to solve one of the most vexing problems encountered in security, and a range of topics from critical IT infrastructure to insider threats. In some ways, the insider problem is the ultimate security problem.

Cyber Insecurity

Author : Richard Harrison
Publisher : Rowman & Littlefield
ISBN 13 : 1442272856
Total Pages : 413 pages
Book Rating : 4.4/5 (422 download)

DOWNLOAD NOW!

Book Synopsis Cyber Insecurity by : Richard Harrison

Download or read book Cyber Insecurity written by Richard Harrison and published by Rowman & Littlefield. This book was released on 2016-10-18 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Growing dependence on cyberspace for commerce, communication, governance, and military operations has left society vulnerable to a multitude of security threats. Mitigating the inherent risks associated with the use of cyberspace poses a series of thorny public policy problems. In this volume, academics, practitioners from both private sector and government, along with former service members come together to highlight sixteen of the most pressing contemporary challenges in cybersecurity, and to offer recommendations for the future. As internet connectivity continues to spread, this book will offer readers greater awareness of the threats of tomorrow—and serve to inform public debate into the next information age. Contributions by Adrienne Allen, Aaron Brantly, Lauren Boas Hayes, Jane Chong, Joshua Corman, Honorable Richard J. Danzig, Kat Dransfield, Ryan Ellis, Mailyn Fidler, Allan Friedman, Taylor Grossman, Richard M. Harrison, Trey Herr, Drew Herrick, Jonah F. Hill, Robert M. Lee, Herbert S. Lin, Anastasia Mark, Robert Morgus, Paul Ohm, Eric Ormes, Jason Rivera, Sasha Romanosky, Paul Rosenzweig, Matthew Russell, Nathaniel Tisa, Abraham Wagner, Rand Waltzman, David Weinstein, Heather West, and Beau Woods.

Versatile Cybersecurity

Author : Mauro Conti
Publisher : Springer
ISBN 13 : 3319976435
Total Pages : 295 pages
Book Rating : 4.3/5 (199 download)

DOWNLOAD NOW!

Book Synopsis Versatile Cybersecurity by : Mauro Conti

Download or read book Versatile Cybersecurity written by Mauro Conti and published by Springer. This book was released on 2018-10-17 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber security research is one of the important areas in the computer science domain which also plays a major role in the life of almost every individual, enterprise, society and country, which this book illustrates. A large number of advanced security books focus on either cryptography or system security which covers both information and network security. However, there is hardly any books available for advanced-level students and research scholars in security research to systematically study how the major attacks are studied, modeled, planned and combated by the community. This book aims to fill this gap. This book provides focused content related to specific attacks or attack families. These dedicated discussions in the form of individual chapters covers the application or area specific aspects, while discussing the placement of defense solutions to combat the attacks. It includes eight high quality chapters from established security research groups worldwide, which address important attacks from theoretical (modeling) as well as practical aspects. Each chapter brings together comprehensive and structured information on an attack or an attack family. The authors present crisp detailing on the state of the art with quality illustration of defense mechanisms and open research problems. This book also covers various important attacks families such as insider threats, semantics social engineering attacks, distributed denial of service attacks, botnet based attacks, cyber physical malware based attacks, cross-vm attacks, and IoT covert channel attacks. This book will serve the interests of cyber security enthusiasts, undergraduates, post-graduates, researchers and professionals working in this field.

Enhancing Security in Public Spaces Through Generative Adversarial Networks (GANs)

Author : Ponnusamy, Sivaram
Publisher : IGI Global
ISBN 13 :
Total Pages : 437 pages
Book Rating : 4.3/5 (693 download)

DOWNLOAD NOW!

Book Synopsis Enhancing Security in Public Spaces Through Generative Adversarial Networks (GANs) by : Ponnusamy, Sivaram

Download or read book Enhancing Security in Public Spaces Through Generative Adversarial Networks (GANs) written by Ponnusamy, Sivaram and published by IGI Global. This book was released on 2024-05-16 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the demand for data security intensifies, the vulnerabilities become glaring, exposing sensitive information to potential threats. In this tumultuous landscape, Generative Adversarial Networks (GANs) emerge as a groundbreaking solution, transcending their initial role as image generators to become indispensable guardians of data security. Within the pages of Enhancing Security in Public Spaces Through Generative Adversarial Networks (GANs), readers are guided through the intricate world of GANs, unraveling their unique design and dynamic adversarial training. The book presents GANs not merely as a technical marvel but as a strategic asset for organizations, offering a comprehensive solution to fortify cybersecurity, protect data privacy, and mitigate the risks associated with evolving cyber threats. It navigates the ethical considerations surrounding GANs, emphasizing the delicate balance between technological advancement and responsible use.

Forthcoming Networks and Sustainability in the AIoT Era

Author : Jawad Rasheed
Publisher : Springer Nature
ISBN 13 : 3031628713
Total Pages : 468 pages
Book Rating : 4.0/5 (316 download)

DOWNLOAD NOW!

Book Synopsis Forthcoming Networks and Sustainability in the AIoT Era by : Jawad Rasheed

Download or read book Forthcoming Networks and Sustainability in the AIoT Era written by Jawad Rasheed and published by Springer Nature. This book was released on 2024 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a groundbreaking approach to enhancing IoT device security, providing a comprehensive overview of its applications and methodologies. Covering a wide array of topics, from crime prediction to cyberbullying detection, from facial recognition to analyzing email spam, it addresses diverse challenges in contemporary society. Aimed at researchers, practitioners, and policymakers, this book equips readers with practical tools to tackle real-world issues using advanced machine learning algorithms. Whether you're a data scientist, law enforcement officer, or urban planner, this book is a valuable resource for implementing predictive models and enhancing public safety measures. It is a comprehensive guide for implementing machine learning solutions across various domains, ensuring optimal performance and reliability. Whether you're delving into IoT security or exploring the potential of AI in urban landscapes, this book provides invaluable insights and tools to navigate the evolving landscape of technology and data science. The book provides a comprehensive overview of the challenges and solutions in contemporary cybersecurity. Through case studies and practical examples, readers gain a deeper understanding of the security concerns surrounding IoT devices and learn how to mitigate risks effectively. The book's interdisciplinary approach caters to a diverse audience, including academics, industry professionals, and government officials, who seek to address the growing cybersecurity threats in IoT environments. Key uses of this book include implementing robust security measures for IoT devices, conducting research on machine learning algorithms for attack detection, and developing policies to enhance cybersecurity in IoT ecosystems. By leveraging advanced machine learning techniques, readers can effectively detect and mitigate cyber threats, ensuring the integrity and reliability of IoT systems. Overall, this book is a valuable resource for anyone involved in designing, implementing, or regulating IoT devices and systems.

Facebook Nation

Author : Newton Lee
Publisher : Springer Nature
ISBN 13 : 1071618679
Total Pages : 571 pages
Book Rating : 4.0/5 (716 download)

DOWNLOAD NOW!

Book Synopsis Facebook Nation by : Newton Lee

Download or read book Facebook Nation written by Newton Lee and published by Springer Nature. This book was released on 2022-02-02 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores total information awareness empowered by social media. At the FBI Citizens Academy in February 2021, I asked the FBI about the January 6 Capitol riot organized on social media that led to the unprecedented ban of a sitting U.S. President by all major social networks. In March 2021, Facebook CEO Mark Zuckerberg, Google CEO Sundar Pichai, and Twitter CEO Jack Dorsey appeared before Congress to face criticism about their handling of misinformation and online extremism that culminated in the storming of Capitol Hill. With more than three billion monthly active users, Facebook family of apps is by far the world's largest social network. Facebook as a nation is bigger than the top three most populous countries in the world: China, India, and the United States. Social media has enabled its users to inform and misinform the public, to appease and disrupt Wall Street, to mitigate and exacerbate the COVID-19 pandemic, and to unite and divide a country. Mark Zuckerberg once said, "We exist at the intersection of technology and social issues." He should have heeded his own words. In October 2021, former Facebook manager-turned-whistleblower Frances Haugen testified at the U.S. Senate that Facebook's products "harm children, stoke division, and weaken our democracy." This book offers discourse and practical advice on information and misinformation, cybersecurity and privacy issues, cryptocurrency and business intelligence, social media marketing and caveats, e-government and e-activism, as well as the pros and cons of total information awareness including the Edward Snowden leaks. "Highly recommended." - T. D. Richardson, Choice Magazine "A great book for social media experts." - Will M., AdWeek "Parents in particular would be well advised to make this book compulsory reading for their teenage children..." - David B. Henderson, ACM Computing Reviews

Outlier Detection: Techniques and Applications

Author : N. N. R. Ranga Suri
Publisher : Springer
ISBN 13 : 3030051277
Total Pages : 227 pages
Book Rating : 4.0/5 (3 download)

DOWNLOAD NOW!

Book Synopsis Outlier Detection: Techniques and Applications by : N. N. R. Ranga Suri

Download or read book Outlier Detection: Techniques and Applications written by N. N. R. Ranga Suri and published by Springer. This book was released on 2019-01-10 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications. More specifically, the detection of fraud in e-commerce transactions and discovering anomalies in network data have become prominent tasks, given recent developments in the field of information and communication technologies and security. Accordingly, the book sheds light on specific state-of-the-art algorithmic approaches such as the community-based analysis of networks and characterization of temporal outliers present in dynamic networks. It offers a valuable resource for young researchers working in data mining, helping them understand the technical depth of the outlier detection problem and devise innovative solutions to address related challenges.