A Basis For Intrusion Detection In Distributed Systems Using Kernel Level Data Tainting
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A Basis For Intrusion Detection In Distributed Systems Using Kernel Level Data Tainting
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Author : Christophe Hauser
language : en
Publisher:
Release Date : 2013
A Basis For Intrusion Detection In Distributed Systems Using Kernel Level Data Tainting written by Christophe Hauser and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Modern organisations rely intensively on information and communicationtechnology infrastructures. Such infrastructures offer a range of servicesfrom simple mail transport agents or blogs to complex e-commerce platforms,banking systems or service hosting, and all of these depend on distributedsystems. The security of these systems, with their increasing complexity, isa challenge. Cloud services are replacing traditional infrastructures byproviding lower cost alternatives for storage and computational power, butat the risk of relying on third party companies. This risk becomesparticularly critical when such services are used to host privileged companyinformation and applications, or customers' private information. Even in thecase where companies host their own information and applications, the adventof BYOD (Bring Your Own Device) leads to new security relatedissues.In response, our research investigated the characterization and detection ofmalicious activities at the operating system level and in distributedsystems composed of multiple hosts and services. We have shown thatintrusions in an operating system spawn abnormal information flows, and wedeveloped a model of dynamic information flow tracking, based on taintmarking techniques, in order to detect such abnormal behavior. We trackinformation flows between objects of the operating system (such as files,sockets, shared memory, processes, etc.) and network packetsflowing between hosts. This approach follows the anomaly detection paradigm.We specify the legal behavior of the system with respect to an informationflow policy, by stating how users and programs from groups of hosts areallowed to access or alter each other's information. Illegal informationflows are considered as intrusion symptoms. We have implemented this modelin the Linux kernel (the source code is availableat http://www.blare-ids.org), as a Linux Security Module (LSM), andwe used it as the basis for practical demonstrations. The experimentalresults validated the feasibility of our new intrusion detection principles.
Support Vector Machines Applications
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Author : Yunqian Ma
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-02-12
Support Vector Machines Applications written by Yunqian Ma and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-12 with Technology & Engineering categories.
Support vector machines (SVM) have both a solid mathematical background and practical applications. This book focuses on the recent advances and applications of the SVM, such as image processing, medical practice, computer vision, and pattern recognition, machine learning, applied statistics, and artificial intelligence. The aim of this book is to create a comprehensive source on support vector machine applications.
Android Malware
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Author : Xuxian Jiang
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-06-13
Android Malware written by Xuxian Jiang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-13 with Computers categories.
Mobile devices, such as smart phones, have achieved computing and networking capabilities comparable to traditional personal computers. Their successful consumerization has also become a source of pain for adopting users and organizations. In particular, the widespread presence of information-stealing applications and other types of mobile malware raises substantial security and privacy concerns. Android Malware presents a systematic view on state-of-the-art mobile malware that targets the popular Android mobile platform. Covering key topics like the Android malware history, malware behavior and classification, as well as, possible defense techniques.
Malware Detection
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Author : Mihai Christodorescu
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-03-06
Malware Detection written by Mihai Christodorescu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-06 with Computers categories.
This book captures the state of the art research in the area of malicious code detection, prevention and mitigation. It contains cutting-edge behavior-based techniques to analyze and detect obfuscated malware. The book analyzes current trends in malware activity online, including botnets and malicious code for profit, and it proposes effective models for detection and prevention of attacks using. Furthermore, the book introduces novel techniques for creating services that protect their own integrity and safety, plus the data they manage.
Insider Attack And Cyber Security
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Author : Salvatore J. Stolfo
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-08-29
Insider Attack And Cyber Security written by Salvatore J. Stolfo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-29 with Computers categories.
Insider Attack and Cyber Security: Beyond the Hacker 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. This book sets an agenda for an ongoing research initiative to solve one of the most vexing problems encountered in security, and includes the following topics: critical IT infrastructure, insider threats, awareness and dealing with nefarious human activities in a manner that respects individual liberties and privacy policies of organizations while providing the best protection of critical resources and services. In some sense, the insider problem is the ultimate security problem. This volume concludes with technical and legal challenges facing researchers who study and propose solutions to mitigate insider attacks.
Machine Learning And Security
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Author : Clarence Chio
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2018-01-26
Machine Learning And Security written by Clarence Chio and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-26 with Computers categories.
Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike. Learn how machine learning has contributed to the success of modern spam filters Quickly detect anomalies, including breaches, fraud, and impending system failure Conduct malware analysis by extracting useful information from computer binaries Uncover attackers within the network by finding patterns inside datasets Examine how attackers exploit consumer-facing websites and app functionality Translate your machine learning algorithms from the lab to production Understand the threat attackers pose to machine learning solutions
Computers At Risk
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Author : National Research Council
language : en
Publisher: National Academies Press
Release Date : 1990-02-01
Computers At Risk written by National Research Council and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-02-01 with Computers categories.
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.
Malware Forensics Field Guide For Windows Systems
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Author : Cameron H. Malin
language : en
Publisher: Elsevier
Release Date : 2012-05-11
Malware Forensics Field Guide For Windows Systems written by Cameron H. Malin and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-11 with Computers categories.
Malware Forensics Field Guide for Windows Systems is a handy reference that shows students the essential tools needed to do computer forensics analysis at the crime scene. It is part of Syngress Digital Forensics Field Guides, a series of companions for any digital and computer forensic student, investigator or analyst. Each Guide is a toolkit, with checklists for specific tasks, case studies of difficult situations, and expert analyst tips that will aid in recovering data from digital media that will be used in criminal prosecution. This book collects data from all methods of electronic data storage and transfer devices, including computers, laptops, PDAs and the images, spreadsheets and other types of files stored on these devices. It is specific for Windows-based systems, the largest running OS in the world. The authors are world-renowned leaders in investigating and analyzing malicious code. Chapters cover malware incident response - volatile data collection and examination on a live Windows system; analysis of physical and process memory dumps for malware artifacts; post-mortem forensics - discovering and extracting malware and associated artifacts from Windows systems; legal considerations; file identification and profiling initial analysis of a suspect file on a Windows system; and analysis of a suspect program. This field guide is intended for computer forensic investigators, analysts, and specialists. - A condensed hand-held guide complete with on-the-job tasks and checklists - Specific for Windows-based systems, the largest running OS in the world - Authors are world-renowned leaders in investigating and analyzing malicious code
Computer Security
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Author : Matt Bishop
language : en
Publisher: Addison-Wesley Professional
Release Date : 2018-11-27
Computer Security written by Matt Bishop and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-27 with Computers categories.
The Comprehensive Guide to Computer Security, Extensively Revised with Newer Technologies, Methods, Ideas, and Examples In this updated guide, University of California at Davis Computer Security Laboratory co-director Matt Bishop offers clear, rigorous, and thorough coverage of modern computer security. Reflecting dramatic growth in the quantity, complexity, and consequences of security incidents, Computer Security, Second Edition, links core principles with technologies, methodologies, and ideas that have emerged since the first edition’s publication. Writing for advanced undergraduates, graduate students, and IT professionals, Bishop covers foundational issues, policies, cryptography, systems design, assurance, and much more. He thoroughly addresses malware, vulnerability analysis, auditing, intrusion detection, and best-practice responses to attacks. In addition to new examples throughout, Bishop presents entirely new chapters on availability policy models and attack analysis. Understand computer security goals, problems, and challenges, and the deep links between theory and practice Learn how computer scientists seek to prove whether systems are secure Define security policies for confidentiality, integrity, availability, and more Analyze policies to reflect core questions of trust, and use them to constrain operations and change Implement cryptography as one component of a wider computer and network security strategy Use system-oriented techniques to establish effective security mechanisms, defining who can act and what they can do Set appropriate security goals for a system or product, and ascertain how well it meets them Recognize program flaws and malicious logic, and detect attackers seeking to exploit them This is both a comprehensive text, explaining the most fundamental and pervasive aspects of the field, and a detailed reference. It will help you align security concepts with realistic policies, successfully implement your policies, and thoughtfully manage the trade-offs that inevitably arise. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Secure Programming With Static Analysis
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Author : Brian Chess
language : en
Publisher: Pearson Education
Release Date : 2007-06-29
Secure Programming With Static Analysis written by Brian Chess and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-29 with Computers categories.
The First Expert Guide to Static Analysis for Software Security! Creating secure code requires more than just good intentions. Programmers need to know that their code will be safe in an almost infinite number of scenarios and configurations. Static source code analysis gives users the ability to review their work with a fine-toothed comb and uncover the kinds of errors that lead directly to security vulnerabilities. Now, there’s a complete guide to static analysis: how it works, how to integrate it into the software development processes, and how to make the most of it during security code review. Static analysis experts Brian Chess and Jacob West look at the most common types of security defects that occur today. They illustrate main points using Java and C code examples taken from real-world security incidents, showing how coding errors are exploited, how they could have been prevented, and how static analysis can rapidly uncover similar mistakes. This book is for everyone concerned with building more secure software: developers, security engineers, analysts, and testers.