A Framework For File Format Fuzzing With Genetic Algorithms
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A Framework For File Format Fuzzing With Genetic Algorithms
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Author : Roger Lee Seagle
language : en
Publisher:
Release Date : 2012
A Framework For File Format Fuzzing With Genetic Algorithms written by Roger Lee Seagle and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Secure software, meaning software free from vulnerabilities, is desirable in today's marketplace. Consumers are beginning to value a product's security posture as well as its functionality. Software development companies are recognizing this trend, and they are factoring security into their entire software development lifecycle. Secure development practices like threat modeling, static analysis, safe programming libraries, run-time protections, and software verification are being mandated during product development. Mandating these practices improves a product's security posture before customer delivery, and these practices increase the difficulty of discovering and exploiting vulnerabilities. Since the 1980's, security researchers have uncovered software defects by fuzz testing an application. In fuzz testing's infancy, randomly generated data could discover multiple defects quickly. However, as software matures and software development companies integrate secure development practices into their development life cycles, fuzzers must apply more sophisticated techniques in order to retain their ability to uncover defects. Fuzz testing must evolve, and fuzz testing practitioners must devise new algorithms to exercise an application in unexpected ways. This dissertation's objective is to create a proof-of-concept genetic algorithm fuzz testing framework to exercise an application's file format parsing routines. The framework includes multiple genetic algorithm variations, provides a configuration scheme, and correlates data gathered from static and dynamic analysis to guide negative test case evolution. Experiments conducted for this dissertation illustrate the effectiveness of a genetic algorithm fuzzer in comparison to standard fuzz testing tools. The experiments showcase a genetic algorithm fuzzer's ability to discover multiple unique defects within a limited number of negative test cases. These experiments also highlight an application's increased execution time when fuzzing with a genetic algorithm. To combat increased execution time, a distributed architecture is implemented and additional experiments demonstrate a decrease in execution time comparable to standard fuzz testing tools. A final set of experiments provide guidance on fitness function selection with a CHC genetic algorithm fuzzer with different population size configurations.
Optimizing Web Application Fuzzing With Genetic Algorithms And Language Theory
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Author : Scott Michael Seal
language : en
Publisher:
Release Date : 2016
Optimizing Web Application Fuzzing With Genetic Algorithms And Language Theory written by Scott Michael Seal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
The widespread availability and use of computing and internet resources require soft- ware developers to implement secure development standards and rigorous testing to prevent vulnerabilities. Due to human fallibility, programming errors and logical in- consistencies abound—thus, conventions for testing software are required to ensure Confidentiality, Integrity, and Availability of sensitive user data. A combination of manual inspection and automated analysis of programs is necessary to achieve this goal. Because of the massive size of many codebases, especially considering the in- corporation of third-party software and infrastructure, thorough manual code review by security experts is not always an option. Therefore, effective automated methods for testing software systems are essential. Fuzz testing is a popular technique for automating the discovery of bugs and security errors in software systems ranging from UNIX utilities to web applications. Although mutation and generation-based fuzzing have been in use for many years, fuzzers that intelligently manage test case generation are actively being researched. In particular, optimally testing web applications with limited feedback remains elusive. This research presents a use of Evolutionary Algorithms to generate test cases which expose vulnerabilities in web applications. This thesis utilizes grammatically analyzed positive examples of injection strings related to a common web vulnerability in order to build a set of attack grammars that guide fitness metrics and test case generation. In lieu of a manually written, exhaustive attack grammar, the set of attack grammars are automatically derived from positive examples. The efficacy of this algorithm is compared to other methods of solution generation, such as Markov Model Monte Carlo. Finally, two types of Evolutionary Algorithms (a Genetic Algorithm with heuristic-based repopulation criteria and CHC) are implemented in the fuzzing framework, and evaluated according to their ability to effectively narrow the search space. The results demonstrate that Evolutionary Algorithms with grammar-based heuristics are able to find unique solutions that are grammatically similar, yet still unique, to a corpus of positive examples.
Software Verification
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Author : Maria Christakis
language : en
Publisher: Springer Nature
Release Date : 2020-12-05
Software Verification written by Maria Christakis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-05 with Computers categories.
This book constitutes the refereed proceedings of the 12th International Conference on Verified Software, VSTTE 2020, and the 13th International Workshop on Numerical Software Verification, NSV 2020, held in Los Angeles, CA, USA, in July 2020. Due to COVID-19 pandemic the conference was held virtually. The 13 papers presented in this volume were carefully reviewed and selected from 21 submissions. The papers describe large-scale verification efforts that involve collaboration, theory unification, tool integration, and formalized domain knowledge as well as novel experiments and case studies evaluating verification techniques and technologies. The conference was co-located with the 32nd International Conference on Computer-Aided Verification (CAV 2020).
Hardware Security
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Author : Mark Tehranipoor
language : en
Publisher: Springer Nature
Release Date :
Hardware Security written by Mark Tehranipoor and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Open Source Fuzzing Tools
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Author : Noam Rathaus
language : en
Publisher: Elsevier
Release Date : 2011-04-18
Open Source Fuzzing Tools written by Noam Rathaus and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-18 with Computers categories.
Fuzzing is often described as a “black box software testing technique. It works by automatically feeding a program multiple input iterations in an attempt to trigger an internal error indicative of a bug, and potentially crash it. Such program errors and crashes are indicative of the existence of a security vulnerability, which can later be researched and fixed. Fuzz testing is now making a transition from a hacker-grown tool to a commercial-grade product. There are many different types of applications that can be fuzzed, many different ways they can be fuzzed, and a variety of different problems that can be uncovered. There are also problems that arise during fuzzing; when is enough enough? These issues and many others are fully explored. Fuzzing is a fast-growing field with increasing commercial interest (7 vendors unveiled fuzzing products last year). Vendors today are looking for solutions to the ever increasing threat of vulnerabilities. Fuzzing looks for these vulnerabilities automatically, before they are known, and eliminates them before release. Software developers face an increasing demand to produce secure applications---and they are looking for any information to help them do that.
Tests And Proofs
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Author : Frédéric Loulergue
language : en
Publisher: Springer Nature
Release Date : 2021-06-17
Tests And Proofs written by Frédéric Loulergue and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-17 with Computers categories.
This book constitutes the proceedings of the 15th International Conference on Tests and Proofs, TAP 2021, which was held as part of Software Technologies: Applications and Foundations, STAF 2021, and took place online during June 12-25, 2021. The 6 full papers included in this volume were carefully reviewed and selected from 10 submissions. They were organized in topical sections on learning, test resource allocation and benchmarks and on testing.
Comptia Security Sy0 601 Cert Guide Ucertify Labs Access Code Card
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Author : Omar Santos
language : en
Publisher: Pearson IT Certification
Release Date : 2021-07-05
Comptia Security Sy0 601 Cert Guide Ucertify Labs Access Code Card written by Omar Santos and has been published by Pearson IT Certification this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-05 with Computers categories.
This is the eBook edition of the CompTIA Security+ SY0-601 Cert Guide. This eBook does not include access to the Pearson Test Prep practice exams that comes with the print edition. Learn, prepare, and practice for CompTIA Security+ SY0-601 exam success with this CompTIA Security+ SY0-601 Cert Guide from Pearson IT Certification, a leader in IT certification learning. CompTIA Security+ SY0-601 Cert Guide presents you with an organized test preparation routine through the use of proven series elements and techniques. "Do I Know This Already?" quizzes open each chapter and enable you to decide how much time you need to spend on each section. Exam topic lists make referencing easy. Chapter-ending Exam Preparation Tasks help you drill on key concepts you must know thoroughly. CompTIA Security+ SY0-601 Cert Guide focuses specifically on the objectives for the CompTIA Security+ SY0-601 exam. Leading security experts Omar Santos, Ron Taylor, and Joseph Mlodzianowski share preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills. Material is presented in a concise manner, focusing on increasing your understanding and retention of exam topics. This complete study package includes * A test-preparation routine proven to help you pass the exams * Do I Know This Already? quizzes, which allow you to decide how much time you need to spend on each section * Chapter-ending exercises, which help you drill on key concepts you must know thoroughly * An online interactive Flash Cards application to help you drill on Key Terms by chapter * A final preparation chapter, which guides you through tools and resources to help you craft your review and test-taking strategies * Study plan suggestions and templates to help you organize and optimize your study time Well regarded for its level of detail, assessment features, and challenging review questions and exercises, this official study guide helps you master the concepts and techniques that ensure your exam success. This study guide helps you master all the topics on the CompTIA Security+ SY0-601 exam, including * Cyber attacks, threats, and vulnerabilities * Social engineering, wireless attacks, denial of service attacks * Threat hunting and incident response * Indicators of compromise and threat intelligence * Cloud security concepts and cryptography * Security assessments and penetration testing concepts * Governance, risk management, and cyber resilience * Authentication, Authorization, and Accounting (AAA) * IoT and Industrial Control Systems (ICS) security * Physical and administrative security controls
Software Technologies
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Author : Marten van Sinderen
language : en
Publisher: Springer
Release Date : 2019-08-12
Software Technologies written by Marten van Sinderen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-12 with Computers categories.
This book constitutes the thoroughly refereed post-conference proceedings of the 13th International Joint Conference on Software Technologies, ICSOFT 2018, held in Porto, Portugal, in July 2018. The 18 revised full papers were carefully reviewed and selected from 117 submissions. The topics covered in the papers include: business process modelling, IT service management, interoperability and service-oriented architecture, project management software, scheduling and estimating, software metrics, requirements elicitation and specification, software and systems integration, etc.
Proceedings Of The 11th International Conference On Computer Engineering And Networks
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Author : Qi Liu
language : en
Publisher: Springer Nature
Release Date : 2021-11-11
Proceedings Of The 11th International Conference On Computer Engineering And Networks written by Qi Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-11 with Technology & Engineering categories.
This conference proceeding is a collection of the papers accepted by the CENet2021 – the 11th International Conference on Computer Engineering and Networks held on October 21-25, 2021 in Hechi, China. The topics focus but are not limited to Internet of Things and Smart Systems, Artificial Intelligence and Applications, Communication System Detection, Analysis and Application, and Medical Engineering and Information Systems. Each part can be used as an excellent reference by industry practitioners, university faculties, research fellows and undergraduates as well as graduate students who need to build a knowledge base of the most current advances and state-of-practice in the topics covered by this conference proceedings. This will enable them to produce, maintain, and manage systems with high levels of trustworthiness and complexity.
Fuzzing For Software Security Testing And Quality Assurance Second Edition
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Author : Ari Takanen,
language : en
Publisher: Artech House
Release Date : 2018-01-31
Fuzzing For Software Security Testing And Quality Assurance Second Edition written by Ari Takanen, and has been published by Artech House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-31 with Computers categories.
This newly revised and expanded second edition of the popular Artech House title, Fuzzing for Software Security Testing and Quality Assurance, provides practical and professional guidance on how and why to integrate fuzzing into the software development lifecycle. This edition introduces fuzzing as a process, goes through commercial tools, and explains what the customer requirements are for fuzzing. The advancement of evolutionary fuzzing tools, including American Fuzzy Lop (AFL) and the emerging full fuzz test automation systems are explored in this edition. Traditional software programmers and testers will learn how to make fuzzing a standard practice that integrates seamlessly with all development activities. It surveys all popular commercial fuzzing tools and explains how to select the right one for software development projects. This book is a powerful new tool to build secure, high-quality software taking a weapon from the malicious hacker’s arsenal. This practical resource helps engineers find and patch flaws in software before harmful viruses, worms, and Trojans can use these vulnerabilities to rampage systems. The book shows how to make fuzzing a standard practice that integrates seamlessly with all development activities.