The Developer's Playbook for Large Language Model Security
The Developer's Playbook for Large Language Model Security

Author: Steve Wilson

Publisher: "O'Reilly Media, Inc."

Published: 2024-09-03

Total Pages: 200

ISBN-13: 109816217X

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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

The Developer's Playbook for Large Language Model Security
The Developer's Playbook for Large Language Model Security

Author: Steve Wilson

Publisher: "O'Reilly Media, Inc."

Published: 2024-09-03

Total Pages: 197

ISBN-13: 1098162161

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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

The Cybersecurity Playbook
The Cybersecurity Playbook

Author: Allison Cerra

Publisher: John Wiley & Sons

Published: 2019-09-11

Total Pages: 230

ISBN-13: 1119442192

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The real-world guide to defeating hackers and keeping your business secure Many books discuss the technical underpinnings and complex configurations necessary for cybersecurity—but they fail to address the everyday steps that boards, managers, and employees can take to prevent attacks. The Cybersecurity Playbook is the step-by-step guide to protecting your organization from unknown threats and integrating good security habits into everyday business situations. This book provides clear guidance on how to identify weaknesses, assess possible threats, and implement effective policies. Recognizing that an organization’s security is only as strong as its weakest link, this book offers specific strategies for employees at every level. Drawing from her experience as CMO of one of the world’s largest cybersecurity companies, author Allison Cerra incorporates straightforward assessments, adaptable action plans, and many current examples to provide practical recommendations for cybersecurity policies. By demystifying cybersecurity and applying the central concepts to real-world business scenarios, this book will help you: Deploy cybersecurity measures using easy-to-follow methods and proven techniques Develop a practical security plan tailor-made for your specific needs Incorporate vital security practices into your everyday workflow quickly and efficiently The ever-increasing connectivity of modern organizations, and their heavy use of cloud-based solutions present unique challenges: data breaches, malicious software infections, and cyberattacks have become commonplace and costly to organizations worldwide. The Cybersecurity Playbook is the invaluable guide to identifying security gaps, getting buy-in from the top, promoting effective daily security routines, and safeguarding vital resources. Strong cybersecurity is no longer the sole responsibility of IT departments, but that of every executive, manager, and employee.

The Cybersecurity Playbook for Modern Enterprises
The Cybersecurity Playbook for Modern Enterprises

Author: Jeremy Wittkop

Publisher: Packt Publishing Ltd

Published: 2022-03-10

Total Pages: 280

ISBN-13: 1803237554

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Learn how to build a cybersecurity program for a changing world with the help of proven best practices and emerging techniques Key FeaturesUnderstand what happens in an attack and build the proper defenses to secure your organizationDefend against hacking techniques such as social engineering, phishing, and many morePartner with your end user community by building effective security awareness training programsBook Description Security is everyone's responsibility and for any organization, the focus should be to educate their employees about the different types of security attacks and how to ensure that security is not compromised. This cybersecurity book starts by defining the modern security and regulatory landscape, helping you understand the challenges related to human behavior and how attacks take place. You'll then see how to build effective cybersecurity awareness and modern information security programs. Once you've learned about the challenges in securing a modern enterprise, the book will take you through solutions or alternative approaches to overcome those issues and explain the importance of technologies such as cloud access security brokers, identity and access management solutions, and endpoint security platforms. As you advance, you'll discover how automation plays an important role in solving some key challenges and controlling long-term costs while building a maturing program. Toward the end, you'll also find tips and tricks to keep yourself and your loved ones safe from an increasingly dangerous digital world. By the end of this book, you'll have gained a holistic understanding of cybersecurity and how it evolves to meet the challenges of today and tomorrow. What you will learnUnderstand the macro-implications of cyber attacksIdentify malicious users and prevent harm to your organizationFind out how ransomware attacks take placeWork with emerging techniques for improving security profilesExplore identity and access management and endpoint securityGet to grips with building advanced automation modelsBuild effective training programs to protect against hacking techniquesDiscover best practices to help you and your family stay safe onlineWho this book is for This book is for security practitioners, including analysts, engineers, and security leaders, who want to better understand cybersecurity challenges. It is also for beginners who want to get a holistic view of information security to prepare for a career in the cybersecurity field. Business leaders looking to learn about cyber threats and how they can protect their organizations from harm will find this book especially useful. Whether you're a beginner or a seasoned cybersecurity professional, this book has something new for everyone.

Developer Hegemony
Developer Hegemony

Author: Erik Dietrich

Publisher: BlogIntoBook.com

Published:

Total Pages: 430

ISBN-13:

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It’s been said that software is eating the planet. The modern economy—the world itself—relies on technology. Demand for the people who can produce it far outweighs the supply. So why do developers occupy largely subordinate roles in the corporate structure? Developer Hegemony explores the past, present, and future of the corporation and what it means for developers. While it outlines problems with the modern corporate structure, it’s ultimately a play-by-play of how to leave the corporate carnival and control your own destiny. And it’s an emboldening, specific vision of what software development looks like in the world of developer hegemony—one where developers band together into partner firms of “efficiencers,” finally able to command the pay, respect, and freedom that’s earned by solving problems no one else can. Developers, if you grow tired of being treated like geeks who can only be trusted to take orders and churn out code, consider this your call to arms. Bring about the autonomous future that’s rightfully yours. It’s time for developer hegemony.

Crafting the InfoSec Playbook
Crafting the InfoSec Playbook

Author: Jeff Bollinger

Publisher: "O'Reilly Media, Inc."

Published: 2015-05-07

Total Pages: 241

ISBN-13: 1491913606

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Any good attacker will tell you that expensive security monitoring and prevention tools aren’t enough to keep you secure. This practical book demonstrates a data-centric approach to distilling complex security monitoring, incident response, and threat analysis ideas into their most basic elements. You’ll learn how to develop your own threat intelligence and incident detection strategy, rather than depend on security tools alone. Written by members of Cisco’s Computer Security Incident Response Team, this book shows IT and information security professionals how to create an InfoSec playbook by developing strategy, technique, and architecture. Learn incident response fundamentals—and the importance of getting back to basics Understand threats you face and what you should be protecting Collect, mine, organize, and analyze as many relevant data sources as possible Build your own playbook of repeatable methods for security monitoring and response Learn how to put your plan into action and keep it running smoothly Select the right monitoring and detection tools for your environment Develop queries to help you sort through data and create valuable reports Know what actions to take during the incident response phase

Designing Secure Software
Designing Secure Software

Author: Loren Kohnfelder

Publisher: No Starch Press

Published: 2021-12-21

Total Pages: 330

ISBN-13: 1718501935

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What every software professional should know about security. Designing Secure Software consolidates Loren Kohnfelder’s more than twenty years of experience into a concise, elegant guide to improving the security of technology products. Written for a wide range of software professionals, it emphasizes building security into software design early and involving the entire team in the process. The book begins with a discussion of core concepts like trust, threats, mitigation, secure design patterns, and cryptography. The second part, perhaps this book’s most unique and important contribution to the field, covers the process of designing and reviewing a software design with security considerations in mind. The final section details the most common coding flaws that create vulnerabilities, making copious use of code snippets written in C and Python to illustrate implementation vulnerabilities. You’ll learn how to: • Identify important assets, the attack surface, and the trust boundaries in a system • Evaluate the effectiveness of various threat mitigation candidates • Work with well-known secure coding patterns and libraries • Understand and prevent vulnerabilities like XSS and CSRF, memory flaws, and more • Use security testing to proactively identify vulnerabilities introduced into code • Review a software design for security flaws effectively and without judgment Kohnfelder’s career, spanning decades at Microsoft and Google, introduced numerous software security initiatives, including the co-creation of the STRIDE threat modeling framework used widely today. This book is a modern, pragmatic consolidation of his best practices, insights, and ideas about the future of software.

Beyond the Basic Stuff with Python
Beyond the Basic Stuff with Python

Author: Al Sweigart

Publisher: No Starch Press

Published: 2020-12-16

Total Pages: 385

ISBN-13: 1593279663

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BRIDGE THE GAP BETWEEN NOVICE AND PROFESSIONAL You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer? Welcome to Beyond the Basic Stuff with Python. More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language. You'll learn: Coding style, and how to use Python's Black auto-formatting tool for cleaner code Common sources of bugs, and how to detect them with static analyzers How to structure the files in your code projects with the Cookiecutter template tool Functional programming techniques like lambda and higher-order functions How to profile the speed of your code with Python's built-in timeit and cProfile modules The computer science behind Big-O algorithm analysis How to make your comments and docstrings informative, and how often to write them How to create classes in object-oriented programming, and why they're used to organize code Toward the end of the book you'll read a detailed source-code breakdown of two classic command-line games, the Tower of Hanoi (a logic puzzle) and Four-in-a-Row (a two-player tile-dropping game), and a breakdown of how their code follows the book's best practices. You'll test your skills by implementing the program yourself. Of course, no single book can make you a professional software developer. But Beyond the Basic Stuff with Python will get you further down that path and make you a better programmer, as you learn to write readable code that's easy to debug and perfectly Pythonic Requirements: Covers Python 3.6 and higher

Foundations of Information Security
Foundations of Information Security

Author: Jason Andress

Publisher: No Starch Press

Published: 2019-10-15

Total Pages: 249

ISBN-13: 171850005X

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High-level overview of the information security field. Covers key concepts like confidentiality, integrity, and availability, then dives into practical applications of these ideas in the areas of operational, physical, network, application, and operating system security. In this high-level survey of the information security field, best-selling author Jason Andress covers the basics of a wide variety of topics, from authentication and authorization to maintaining confidentiality and performing penetration testing. Using real-world security breaches as examples, Foundations of Information Security explores common applications of these concepts, such as operations security, network design, hardening and patching operating systems, securing mobile devices, as well as tools for assessing the security of hosts and applications. You'll also learn the basics of topics like: Multifactor authentication and how biometrics and hardware tokens can be used to harden the authentication process The principles behind modern cryptography, including symmetric and asymmetric algorithms, hashes, and certificates The laws and regulations that protect systems and data Anti-malware tools, firewalls, and intrusion detection systems Vulnerabilities such as buffer overflows and race conditions A valuable resource for beginning security professionals, network systems administrators, or anyone new to the field, Foundations of Information Security is a great place to start your journey into the dynamic and rewarding field of information security.

Web Security for Developers
Web Security for Developers

Author: Malcolm McDonald

Publisher: No Starch Press

Published: 2020-06-30

Total Pages: 217

ISBN-13: 1593279957

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Website security made easy. This book covers the most common ways websites get hacked and how web developers can defend themselves. The world has changed. Today, every time you make a site live, you're opening it up to attack. A first-time developer can easily be discouraged by the difficulties involved with properly securing a website. But have hope: an army of security researchers is out there discovering, documenting, and fixing security flaws. Thankfully, the tools you'll need to secure your site are freely available and generally easy to use. Web Security for Developers will teach you how your websites are vulnerable to attack and how to protect them. Each chapter breaks down a major security vulnerability and explores a real-world attack, coupled with plenty of code to show you both the vulnerability and the fix. You'll learn how to: Protect against SQL injection attacks, malicious JavaScript, and cross-site request forgery Add authentication and shape access control to protect accounts Lock down user accounts to prevent attacks that rely on guessing passwords, stealing sessions, or escalating privileges Implement encryption Manage vulnerabilities in legacy code Prevent information leaks that disclose vulnerabilities Mitigate advanced attacks like malvertising and denial-of-service As you get stronger at identifying and fixing vulnerabilities, you'll learn to deploy disciplined, secure code and become a better programmer along the way.