Data Computer Security

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Applications of Data Mining in Computer Security

Daniel Barbará,Sushil Jajodia
Applications of Data Mining in Computer Security Book PDF

Author : Daniel Barbará,Sushil Jajodia
Publisher : Springer Science & Business Media
Page : 266 pages
File Size : 47,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461509530

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Applications of Data Mining in Computer Security by Daniel Barbará,Sushil Jajodia Pdf

Data mining is becoming a pervasive technology in activities as diverse as using historical data to predict the success of a marketing campaign, looking for patterns in financial transactions to discover illegal activities or analyzing genome sequences. From this perspective, it was just a matter of time for the discipline to reach the important area of computer security. Applications Of Data Mining In Computer Security presents a collection of research efforts on the use of data mining in computer security. Applications Of Data Mining In Computer Security concentrates heavily on the use of data mining in the area of intrusion detection. The reason for this is twofold. First, the volume of data dealing with both network and host activity is so large that it makes it an ideal candidate for using data mining techniques. Second, intrusion detection is an extremely critical activity. This book also addresses the application of data mining to computer forensics. This is a crucial area that seeks to address the needs of law enforcement in analyzing the digital evidence.

Big Data Technologies for Monitoring of Computer Security: A Case Study of the Russian Federation

Sergei Petrenko
Big Data Technologies for Monitoring of Computer Security A Case Study of the Russian Federation Book PDF

Author : Sergei Petrenko
Publisher : Springer
Page : 249 pages
File Size : 53,5 Mb
Release : 2018-05-17
Category : Computers
ISBN : 9783319790367

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Big Data Technologies for Monitoring of Computer Security: A Case Study of the Russian Federation by Sergei Petrenko Pdf

This timely book offers rare insight into the field of cybersecurity in Russia -- a significant player with regard to cyber-attacks and cyber war. Big Data Technologies for Monitoring of Computer Security presents possible solutions to the relatively new scientific/technical problem of developing an early-warning cybersecurity system for critically important governmental information assets. Using the work being done in Russia on new information security systems as a case study, the book shares valuable insights gained during the process of designing and constructing open segment prototypes of this system. Most books on cybersecurity focus solely on the technical aspects. But Big Data Technologies for Monitoring of Computer Security demonstrates that military and political considerations should be included as well. With a broad market including architects and research engineers in the field of information security, as well as managers of corporate and state structures, including Chief Information Officers of domestic automation services (CIO) and chief information security officers (CISO), this book can also be used as a case study in university courses.

A Data-Driven Computer Security Defense

Roger Grimes
A Data Driven Computer Security Defense Book PDF

Author : Roger Grimes
Publisher : Unknown
Page : 236 pages
File Size : 51,6 Mb
Release : 2017-09-26
Category : Electronic
ISBN : 1549836536

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A Data-Driven Computer Security Defense by Roger Grimes Pdf

Most companies are using inefficient computer security defenses which allow hackers to break in at will. It's so bad that most companies have to assume that it is already or can easily be breached. It doesn't have to be this way! A data-driven computer security defense will help any entity better focus on the right threats and defenses. It will create an environment which will help you recognize emerging threats sooner, communicate those threats faster, and defend far more efficiently. What is taught in this book...better aligning defenses to the very threats they are supposed to defend against, will seem commonsense after you read them, but for reasons explained in the book, aren't applied by most companies. The lessons learned come from a 30-year computer security veteran who consulted with hundreds of companies, large and small, who figured out what did and didn't work when defending against hackers and malware. Roger A. Grimes is the author of nine previous books and over 1000 national magazine articles on computer security. Reading A Data-Driven Computer Security Defense will change the way you look at and use computer security for now on.

Computer Security

David K. Hsiao,Douglas S. Kerr,Stuart E. Madnick
Computer Security Book PDF

Author : David K. Hsiao,Douglas S. Kerr,Stuart E. Madnick
Publisher : Academic Press
Page : 318 pages
File Size : 55,8 Mb
Release : 2014-06-20
Category : Business & Economics
ISBN : 9781483218373

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Computer Security by David K. Hsiao,Douglas S. Kerr,Stuart E. Madnick Pdf

Computer Security provides information pertinent to the growing concern with computer security and privacy, extending beyond the conventional military requirement to cover the entire civilian and business community. This book discusses the approaches to ensure the integrity of stored data. Organized into eight chapters, this book begins with an overview of the relationships between privacy issues and security measures. This text then provides a discussion on privacy issues, legislative measures, and their implications on security. Other chapters consider the technical implications of the enactment of privacy legislation and explain the control of access required by the privacy legislation. This book discusses as well the internal policies and procedures of operational security, which is adopted by management to ensure the security of their data and computer installation. The final chapter deals with optimizing database management system to facilitate the use of data effectively and efficiently. This book is a valuable resource for technical managers.

Machine Learning and Data Mining for Computer Security

Marcus A. Maloof
Machine Learning and Data Mining for Computer Security Book PDF

Author : Marcus A. Maloof
Publisher : Springer Science & Business Media
Page : 218 pages
File Size : 55,6 Mb
Release : 2006-02-27
Category : Computers
ISBN : 9781846282539

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Machine Learning and Data Mining for Computer Security by Marcus A. Maloof Pdf

"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. This book has a strong focus on information processing and combines and extends results from computer security. The first part of the book surveys the data sources, the learning and mining methods, evaluation methodologies, and past work relevant for computer security. The second part of the book consists of articles written by the top researchers working in this area. These articles deals with topics of host-based intrusion detection through the analysis of audit trails, of command sequences and of system calls as well as network intrusion detection through the analysis of TCP packets and the detection of malicious executables. This book fills the great need for a book that collects and frames work on developing and applying methods from machine learning and data mining to problems in computer security.

Computers at Risk

National Research Council,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Commission on Physical Sciences, Mathematics, and Applications,System Security Study Committee
Computers at Risk Book PDF

Author : National Research Council,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Commission on Physical Sciences, Mathematics, and Applications,System Security Study Committee
Publisher : National Academies Press
Page : 320 pages
File Size : 44,8 Mb
Release : 1990-02-01
Category : Computers
ISBN : 9780309043885

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Computers at Risk by National Research Council,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Commission on Physical Sciences, Mathematics, and Applications,System Security Study Committee Pdf

Computers at Risk presents a comprehensive agenda for developing nationwide policies and practices for computer security. Specific recommendations are provided for industry and for government agencies engaged in computer security activities. The volume also outlines problems and opportunities in computer security research, recommends ways to improve the research infrastructure, and suggests topics for investigators. The book explores the diversity of the field, the need to engineer countermeasures based on speculation of what experts think computer attackers may do next, why the technology community has failed to respond to the need for enhanced security systems, how innovators could be encouraged to bring more options to the marketplace, and balancing the importance of security against the right of privacy.

Data Warehousing and Data Mining Techniques for Cyber Security

Anoop Singhal
Data Warehousing and Data Mining Techniques for Cyber Security Book PDF

Author : Anoop Singhal
Publisher : Springer Science & Business Media
Page : 166 pages
File Size : 52,9 Mb
Release : 2007-04-06
Category : Computers
ISBN : 9780387476537

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Data Warehousing and Data Mining Techniques for Cyber Security by Anoop Singhal Pdf

The application of data warehousing and data mining techniques to computer security is an important emerging area, as information processing and internet accessibility costs decline and more and more organizations become vulnerable to cyber attacks. These security breaches include attacks on single computers, computer networks, wireless networks, databases, or authentication compromises. This book describes data warehousing and data mining techniques that can be used to detect attacks. It is designed to be a useful handbook for practitioners and researchers in industry, and is also suitable as a text for advanced-level students in computer science.

Data Science For Cyber-security

Adams Niall M,Heard Nicholas A,Rubin-delanchy Patrick
Data Science For Cyber security Book PDF

Author : Adams Niall M,Heard Nicholas A,Rubin-delanchy Patrick
Publisher : World Scientific
Page : 304 pages
File Size : 41,9 Mb
Release : 2018-09-25
Category : Computers
ISBN : 9781786345653

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Data Science For Cyber-security by Adams Niall M,Heard Nicholas A,Rubin-delanchy Patrick Pdf

Cyber-security is a matter of rapidly growing importance in industry and government. This book provides insight into a range of data science techniques for addressing these pressing concerns.The application of statistical and broader data science techniques provides an exciting growth area in the design of cyber defences. Networks of connected devices, such as enterprise computer networks or the wider so-called Internet of Things, are all vulnerable to misuse and attack, and data science methods offer the promise to detect such behaviours from the vast collections of cyber traffic data sources that can be obtained. In many cases, this is achieved through anomaly detection of unusual behaviour against understood statistical models of normality.This volume presents contributed papers from an international conference of the same name held at Imperial College. Experts from the field have provided their latest discoveries and review state of the art technologies.

Harboring Data

Andrea M. Matwyshyn
Harboring Data Book PDF

Author : Andrea M. Matwyshyn
Publisher : Stanford University Press
Page : 368 pages
File Size : 41,9 Mb
Release : 2009-10-06
Category : Law
ISBN : 9780804772594

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Harboring Data by Andrea M. Matwyshyn Pdf

As identity theft and corporate data vulnerability continue to escalate, corporations must protect both the valuable consumer data they collect and their own intangible assets. Both Congress and the states have passed laws to improve practices, but the rate of data loss persists unabated and companies remain slow to invest in information security. Engaged in a bottom-up investigation, Harboring Data reveals the emergent nature of data leakage and vulnerability, as well as some of the areas where our current regulatory frameworks fall short. With insights from leading academics, information security professionals, and other area experts, this original work explores the business, legal, and social dynamics behind corporate information leakage and data breaches. The authors reveal common mistakes companies make, which breaches go unreported despite notification statutes, and surprising weaknesses in the federal laws that regulate financial data privacy, children's data collection, and health data privacy. This forward-looking book will be vital to meeting the increasing information security concerns that new data-intensive business models will have.

The Ultimate Security Survey

James L Schaub,Ken D Biery, CPP
The Ultimate Security Survey Book PDF

Author : James L Schaub,Ken D Biery, CPP
Publisher : Gulf Professional Publishing
Page : 440 pages
File Size : 53,7 Mb
Release : 1998-08-28
Category : Architecture
ISBN : 0750670916

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The Ultimate Security Survey by James L Schaub,Ken D Biery, CPP Pdf

This new edition of The Ultimate Security Survey has been revised and updated to include more topics than the original 1994 edition. The book and its accompanying disk have been completely overhauled and now address the current electronic information security environment. Contains more than 3,000 questions for security professionals to use in designing their own security surveys An accompanying disk allows users to create surveys without typing Completely up-to-date

Computer Security Basics

Rick Lehtinen,G.T. Gangemi Sr.
Computer Security Basics Book PDF

Author : Rick Lehtinen,G.T. Gangemi Sr.
Publisher : "O'Reilly Media, Inc."
Page : 312 pages
File Size : 47,6 Mb
Release : 2006-06-13
Category : Computers
ISBN : 9781449317423

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Computer Security Basics by Rick Lehtinen,G.T. Gangemi Sr. Pdf

This is the must-have book for a must-know field. Today, general security knowledge is mandatory, and, if you who need to understand the fundamentals, Computer Security Basics 2nd Edition is the book to consult. The new edition builds on the well-established principles developed in the original edition and thoroughly updates that core knowledge. For anyone involved with computer security, including security administrators, system administrators, developers, and IT managers, Computer Security Basics 2nd Edition offers a clear overview of the security concepts you need to know, including access controls, malicious software, security policy, cryptography, biometrics, as well as government regulations and standards. This handbook describes complicated concepts such as trusted systems, encryption, and mandatory access control in simple terms. It tells you what you need to know to understand the basics of computer security, and it will help you persuade your employees to practice safe computing. Topics include: Computer security concepts Security breaches, such as viruses and other malicious programs Access controls Security policy Web attacks Communications and network security Encryption Physical security and biometrics Wireless network security Computer security and requirements of the Orange Book OSI Model and TEMPEST

Data Protection and Security for Personal Computers

R. Schifreen
Data Protection and Security for Personal Computers Book PDF

Author : R. Schifreen
Publisher : Elsevier
Page : 201 pages
File Size : 46,7 Mb
Release : 2014-06-28
Category : Computers
ISBN : 9781483294742

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Data Protection and Security for Personal Computers by R. Schifreen Pdf

Learn how to improve the confidentiality, availability and integrity of information on your PC's and LAN's – easily and effectively. Written by the renowned international expert on PC security, Robert Schifreen, this unique management guide is written for every security conscious manager in an organization. Practical, comprehensive and easy to read, this guide will ensure that the reader is aware of everything concerned with maintaining the confidentiality, availability and integrity of data on personal computers and local area networks. UNIQUE FEATURES INCLUDE: – Totally PC and LAN specific – Practical tips and guidance – Comprehensive coverage of the topic – Unique action sheets for immediate implementation – Step–by– step coverage, easy to read, with limited technical jargon WHO SHOULD READ THIS GUIDE: – PC support managers, security managers, IT managers, sales and marketing managers, personnel officers, financial directors and all those responsible for corporate data. – Senior managers who wish to ensure that data on their employees PC's is safe at all times. – Managers with little computing or security experience who wish to implement a security policy throughout an organization. Please note this is a Short Discount publication.

Understanding Cybersecurity Law and Digital Privacy

Melissa Lukings,Arash Habibi Lashkari
Understanding Cybersecurity Law and Digital Privacy Book PDF

Author : Melissa Lukings,Arash Habibi Lashkari
Publisher : Springer Nature
Page : 194 pages
File Size : 51,7 Mb
Release : 2021-12-01
Category : Business & Economics
ISBN : 9783030887049

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Understanding Cybersecurity Law and Digital Privacy by Melissa Lukings,Arash Habibi Lashkari Pdf

Cybersecurity, data privacy law, and the related legal implications overlap into a relevant and developing area in the legal field. However, many legal practitioners lack the foundational understanding of computer processes which are fundamental for applying existing and developing legal structures to the issue of cybersecurity and data privacy. At the same time, those who work and research in cybersecurity are often unprepared and unaware of the nuances of legal application. This book translates the fundamental building blocks of data privacy and (cyber)security law into basic knowledge that is equally accessible and educational for those working and researching in either field, those who are involved with businesses and organizations, and the general public.

Machine Learning for Computer and Cyber Security

Brij B. Gupta,Quan Z. Sheng
Machine Learning for Computer and Cyber Security Book PDF

Author : Brij B. Gupta,Quan Z. Sheng
Publisher : CRC Press
Page : 333 pages
File Size : 46,5 Mb
Release : 2019-02-05
Category : Computers
ISBN : 9780429995712

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Machine Learning for Computer and Cyber Security by Brij B. Gupta,Quan Z. Sheng Pdf

While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer networks (offline and online) from unauthorized access, botnets, phishing scams, etc. Machine learning is a branch of Computer Science which enables computing machines to adopt new behaviors on the basis of observable and verifiable data and information. It can be applied to ensure the security of the computers and the information by detecting anomalies using data mining and other such techniques. This book will be an invaluable resource to understand the importance of machine learning and data mining in establishing computer and cyber security. It emphasizes important security aspects associated with computer and cyber security along with the analysis of machine learning and data mining based solutions. The book also highlights the future research domains in which these solutions can be applied. Furthermore, it caters to the needs of IT professionals, researchers, faculty members, scientists, graduate students, research scholars and software developers who seek to carry out research and develop combating solutions in the area of cyber security using machine learning based approaches. It is an extensive source of information for the readers belonging to the field of Computer Science and Engineering, and Cyber Security professionals. Key Features: This book contains examples and illustrations to demonstrate the principles, algorithms, challenges and applications of machine learning and data mining for computer and cyber security. It showcases important security aspects and current trends in the field. It provides an insight of the future research directions in the field. Contents of this book help to prepare the students for exercising better defense in terms of understanding the motivation of the attackers and how to deal with and mitigate the situation using machine learning based approaches in better manner.

Security Analytics

Mehak Khurana,Shilpa Mahajan
Security Analytics Book PDF

Author : Mehak Khurana,Shilpa Mahajan
Publisher : CRC Press
Page : 286 pages
File Size : 43,7 Mb
Release : 2022-06-24
Category : Computers
ISBN : 9781000597561

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Security Analytics by Mehak Khurana,Shilpa Mahajan Pdf

The book gives a comprehensive overview of security issues in cyber physical systems by examining and analyzing the vulnerabilities. It also brings current understanding of common web vulnerabilities and its analysis while maintaining awareness and knowledge of contemporary standards, practices, procedures and methods of Open Web Application Security Project. This book is a medium to funnel creative energy and develop new skills of hacking and analysis of security and expedites the learning of the basics of investigating crimes, including intrusion from the outside and damaging practices from the inside, how criminals apply across devices, networks, and the internet at large and analysis of security data. Features Helps to develop an understanding of how to acquire, prepare, visualize security data. Unfolds the unventured sides of the cyber security analytics and helps spread awareness of the new technological boons. Focuses on the analysis of latest development, challenges, ways for detection and mitigation of attacks, advanced technologies, and methodologies in this area. Designs analytical models to help detect malicious behaviour. The book provides a complete view of data analytics to the readers which include cyber security issues, analysis, threats, vulnerabilities, novel ideas, analysis of latest techniques and technology, mitigation of threats and attacks along with demonstration of practical applications, and is suitable for a wide-ranging audience from graduates to professionals/practitioners and researchers.