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Application Of Large Language Models Llms For Software Vulnerability Detection
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Book Synopsis Application of Large Language Models (LLMs) for Software Vulnerability Detection by : Omar, Marwan
Download or read book Application of Large Language Models (LLMs) for Software Vulnerability Detection written by Omar, Marwan and published by IGI Global. This book was released on 2024-11-01 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large Language Models (LLMs) are redefining the landscape of cybersecurity, offering innovative methods for detecting software vulnerabilities. By applying advanced AI techniques to identify and predict weaknesses in software code, including zero-day exploits and complex malware, LLMs provide a proactive approach to securing digital environments. This integration of AI and cybersecurity presents new possibilities for enhancing software security measures. Application of Large Language Models (LLMs) for Software Vulnerability Detection offers a comprehensive exploration of this groundbreaking field. These chapters are designed to bridge the gap between AI research and practical application in cybersecurity, in order to provide valuable insights for researchers, AI specialists, software developers, and industry professionals. Through real-world examples and actionable strategies, the publication will drive innovation in vulnerability detection and set new standards for leveraging AI in cybersecurity.
Book Synopsis Formal Methods and Software Engineering by : Yi Li
Download or read book Formal Methods and Software Engineering written by Yi Li and published by Springer Nature. This book was released on 2023-11-09 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 24th International Conference on Formal Methods and Software Engineering, ICFEM 2023, held in Brisbane, QLD, Australia, during November 21–24, 2023. The 13 full papers presented together with 8 doctoral symposium papers in this volume were carefully reviewed and selected from 34 submissions, the volume also contains one invited paper. The conference focuses on applying formal methods to practical applications and presents papers for research in all areas related to formal engineering methods.
Book Synopsis Computer Security – ESORICS 2024 by : Joaquin Garcia-Alfaro
Download or read book Computer Security – ESORICS 2024 written by Joaquin Garcia-Alfaro and published by Springer Nature. This book was released on with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Artificial Intelligence for Cybersecurity by : Bojan Kolosnjaji
Download or read book Artificial Intelligence for Cybersecurity written by Bojan Kolosnjaji and published by Packt Publishing Ltd. This book was released on 2024-10-31 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain well-rounded knowledge of AI methods in cybersecurity and obtain hands-on experience in implementing them to bring value to your organization Key Features Familiarize yourself with AI methods and approaches and see how they fit into cybersecurity Learn how to design solutions in cybersecurity that include AI as a key feature Acquire practical AI skills using step-by-step exercises and code examples Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionArtificial intelligence offers data analytics methods that enable us to efficiently recognize patterns in large-scale data. These methods can be applied to various cybersecurity problems, from authentication and the detection of various types of cyberattacks in computer networks to the analysis of malicious executables. Written by a machine learning expert, this book introduces you to the data analytics environment in cybersecurity and shows you where AI methods will fit in your cybersecurity projects. The chapters share an in-depth explanation of the AI methods along with tools that can be used to apply these methods, as well as design and implement AI solutions. You’ll also examine various cybersecurity scenarios where AI methods are applicable, including exercises and code examples that’ll help you effectively apply AI to work on cybersecurity challenges. The book also discusses common pitfalls from real-world applications of AI in cybersecurity issues and teaches you how to tackle them. By the end of this book, you’ll be able to not only recognize where AI methods can be applied, but also design and execute efficient solutions using AI methods.What you will learn Recognize AI as a powerful tool for intelligence analysis of cybersecurity data Explore all the components and workflow of an AI solution Find out how to design an AI-based solution for cybersecurity Discover how to test various AI-based cybersecurity solutions Evaluate your AI solution and describe its advantages to your organization Avoid common pitfalls and difficulties when implementing AI solutions Who this book is for This book is for machine learning practitioners looking to apply their skills to overcome cybersecurity challenges. Cybersecurity workers who want to leverage machine learning methods will also find this book helpful. Fundamental concepts of machine learning and beginner-level knowledge of Python programming are needed to understand the concepts present in this book. Whether you’re a student or an experienced professional, this book offers a unique and valuable learning experience that will enable you to protect your network and data against the ever-evolving threat landscape.
Book Synopsis Large Language Models in Cybersecurity by : Andrei Kucharavy
Download or read book Large Language Models in Cybersecurity written by Andrei Kucharavy and published by Springer Nature. This book was released on 2024 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides cybersecurity practitioners with the knowledge needed to understand the risks of the increased availability of powerful large language models (LLMs) and how they can be mitigated. It attempts to outrun the malicious attackers by anticipating what they could do. It also alerts LLM developers to understand their work's risks for cybersecurity and provides them with tools to mitigate those risks. The book starts in Part I with a general introduction to LLMs and their main application areas. Part II collects a description of the most salient threats LLMs represent in cybersecurity, be they as tools for cybercriminals or as novel attack surfaces if integrated into existing software. Part III focuses on attempting to forecast the exposure and the development of technologies and science underpinning LLMs, as well as macro levers available to regulators to further cybersecurity in the age of LLMs. Eventually, in Part IV, mitigation techniques that should allowsafe and secure development and deployment of LLMs are presented. The book concludes with two final chapters in Part V, one speculating what a secure design and integration of LLMs from first principles would look like and the other presenting a summary of the duality of LLMs in cyber-security. This book represents the second in a series published by the Technology Monitoring (TM) team of the Cyber-Defence Campus. The first book entitled "Trends in Data Protection and Encryption Technologies" appeared in 2023. This book series provides technology and trend anticipation for government, industry, and academic decision-makers as well as technical experts.
Book Synopsis Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops by : Andrea Ceccarelli
Download or read book Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops written by Andrea Ceccarelli and published by Springer Nature. This book was released on with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Quality of Information and Communications Technology by : Antonia Bertolino
Download or read book Quality of Information and Communications Technology written by Antonia Bertolino and published by Springer Nature. This book was released on with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Detection of Intrusions and Malware, and Vulnerability Assessment by : Federico Maggi
Download or read book Detection of Intrusions and Malware, and Vulnerability Assessment written by Federico Maggi and published by Springer Nature. This book was released on with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Developer's Playbook for Large Language Model Security by : Steve Wilson
Download or read book The Developer's Playbook for Large Language Model Security written by Steve Wilson and published by "O'Reilly Media, Inc.". This book was released on 2024-09-03 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large language models (LLMs) are not just shaping the trajectory of AI, they're also unveiling a new era of security challenges. This practical book takes you straight to the heart of these threats. Author Steve Wilson, chief product officer at Exabeam, focuses exclusively on LLMs, eschewing generalized AI security to delve into the unique characteristics and vulnerabilities inherent in these models. Complete with collective wisdom gained from the creation of the OWASP Top 10 for LLMs list—a feat accomplished by more than 400 industry experts—this guide delivers real-world guidance and practical strategies to help developers and security teams grapple with the realities of LLM applications. Whether you're architecting a new application or adding AI features to an existing one, this book is your go-to resource for mastering the security landscape of the next frontier in AI. You'll learn: Why LLMs present unique security challenges How to navigate the many risk conditions associated with using LLM technology The threat landscape pertaining to LLMs and the critical trust boundaries that must be maintained How to identify the top risks and vulnerabilities associated with LLMs Methods for deploying defenses to protect against attacks on top vulnerabilities Ways to actively manage critical trust boundaries on your systems to ensure secure execution and risk minimization
Book Synopsis Systems, Software and Services Process Improvement by : Murat Yilmaz
Download or read book Systems, Software and Services Process Improvement written by Murat Yilmaz and published by Springer Nature. This book was released on with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Foundations and Practice of Security by : Mohamed Mosbah
Download or read book Foundations and Practice of Security written by Mohamed Mosbah and published by Springer Nature. This book was released on with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Generative AI for Effective Software Development by : Anh Nguyen-Duc
Download or read book Generative AI for Effective Software Development written by Anh Nguyen-Duc and published by Springer Nature. This book was released on with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis ITNG 2024: 21st International Conference on Information Technology-New Generations by : Shahram Latifi
Download or read book ITNG 2024: 21st International Conference on Information Technology-New Generations written by Shahram Latifi and published by Springer Nature. This book was released on with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Software Supply Chain Security by : Cassie Crossley
Download or read book Software Supply Chain Security written by Cassie Crossley and published by "O'Reilly Media, Inc.". This book was released on 2024-02-02 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trillions of lines of code help us in our lives, companies, and organizations. But just a single software cybersecurity vulnerability can stop entire companies from doing business and cause billions of dollars in revenue loss and business recovery. Securing the creation and deployment of software, also known as software supply chain security, goes well beyond the software development process. This practical book gives you a comprehensive look at security risks and identifies the practical controls you need to incorporate into your end-to-end software supply chain. Author Cassie Crossley demonstrates how and why everyone involved in the supply chain needs to participate if your organization is to improve the security posture of its software, firmware, and hardware. With this book, you'll learn how to: Pinpoint the cybersecurity risks in each part of your organization's software supply chain Identify the roles that participate in the supply chain—including IT, development, operations, manufacturing, and procurement Design initiatives and controls for each part of the supply chain using existing frameworks and references Implement secure development lifecycle, source code security, software build management, and software transparency practices Evaluate third-party risk in your supply chain
Book Synopsis Smart and Agile Cybersecurity for IoT and IIoT Environments by : Al-Haija, Qasem Abu
Download or read book Smart and Agile Cybersecurity for IoT and IIoT Environments written by Al-Haija, Qasem Abu and published by IGI Global. This book was released on 2024-07-18 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world we live in today is highly interconnected and has seen a significant rise in the use of the Internet of Things (IoT) and Industrial Internet of Things (IIoT). This digital transformation, while beneficial, has also created new cybersecurity challenges. Cyber threats are becoming more sophisticated and frequent, and individuals and organizations alike must adopt intelligent and agile cybersecurity solutions to safeguard their digital assets. Smart and Agile Cybersecurity for IoT and IIoT Environments addresses this pressing challenge by providing a comprehensive guide to securing IoT and IIoT environments. The book offers insights into the latest cybersecurity strategies and technologies, from intelligent threat detection to agile security approaches. By delving into data privacy, network security, and incident response, readers can gain the knowledge and skills to fortify their cybersecurity posture and mitigate risks effectively.
Book Synopsis Information Security and Privacy by : Tianqing Zhu
Download or read book Information Security and Privacy written by Tianqing Zhu and published by Springer Nature. This book was released on with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Proceedings of TEEM 2023 by : José Alexandre de Carvalho Gonçalves
Download or read book Proceedings of TEEM 2023 written by José Alexandre de Carvalho Gonçalves and published by Springer Nature. This book was released on with total page 1513 pages. Available in PDF, EPUB and Kindle. Book excerpt:
