Andersnatch
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Macintyre's Improbable Bestiary
Author: F. Gwynplaine MacIntyre
language: en
Publisher: Wildside Press LLC
Release Date: 2001-01-01
From Bigfoot to Nessie to the "Little Green Men, " F. Gwynplaine MacIntyre celebrates the monsters of the imagination, exploring the wonder and dread that help make us human. ""MacIntyre's Improbable Bestiary" is GRAND FUN!"--Ray Bradbury.
Adversarial AI Attacks, Mitigations, and Defense Strategies
Author: John Sotiropoulos
language: en
Publisher: Packt Publishing Ltd
Release Date: 2024-07-26
“The book not only explains how adversarial attacks work but also shows you how to build your own test environment and run attacks to see how they can corrupt ML models. It's a comprehensive guide that walks you through the technical details and then flips to show you how to defend against these very same attacks.” – Elaine Doyle, VP and Cybersecurity Architect, Salesforce Free with your book: DRM-free PDF version + access to Packt's next-gen Reader* Key Features Understand the unique security challenges presented by predictive and generative AI Explore common adversarial attack strategies as well as emerging threats such as prompt injection Mitigate the risks of attack on your AI system with threat modeling and secure-by-design methods Book DescriptionAdversarial attacks trick AI systems with malicious data, creating new security risks by exploiting how AI learns. This challenges cybersecurity as it forces us to defend against a whole new kind of threat. This book demystifies adversarial attacks and equips you with the skills to secure AI technologies. Learn how to defend AI and LLM systems against manipulation and intrusion through adversarial attacks such as poisoning, trojan horses, and model extraction, leveraging DevSecOps, MLOps, and other methods to secure systems. This is a comprehensive guide to AI security, combining structured frameworks with practical examples to help you identify and counter adversarial attacks. Part 1 introduces the foundations of AI and adversarial attacks. Parts 2, 3, and 4 cover key attack types, showing how each is performed and how to defend against them. Part 5 presents secure-by-design AI strategies, including threat modeling, MLSecOps, and guidance aligned with OWASP and NIST. The book concludes with a blueprint for maturing enterprise AI security based on NIST pillars, addressing ethics and safety under Trustworthy AI. By the end of this book, you’ll be able to develop, deploy, and secure AI systems against the threat of adversarial attacks effectively. *Email sign-up and proof of purchase required What you will learn Set up a playground to explore how adversarial attacks work Discover how AI models can be poisoned and what you can do to prevent this Learn about the use of trojan horses to tamper with and reprogram models Understand supply chain risks Examine how your models or data can be stolen in privacy attacks See how GANs are weaponized for Deepfake creation and cyberattacks Explore emerging LLM-specific attacks, such as prompt injection Leverage DevSecOps, MLOps and MLSecOps to secure your AI system Who this book is for This book tackles AI security from both angles - offense and defence. AI developers and engineers will learn how to create secure systems, while cybersecurity professionals, such as security architects, analysts, engineers, ethical hackers, penetration testers, and incident responders will discover methods to combat threats to AI and mitigate the risks posed by attackers. The book also provides a secure-by-design approach for leaders to build AI with security in mind. To get the most out of this book, you’ll need a basic understanding of security, ML concepts, and Python.
Black Mirror and Philosophy
Author: David Kyle Johnson
language: en
Publisher: John Wiley & Sons
Release Date: 2019-11-26
A philosophical look at the twisted, high-tech near-future of the sci-fi anthology series Black Mirror, offering a glimpse of the darkest reflections of the human condition in digital technology Black Mirror―the Emmy-winning Netflix series that holds up a dark, digital mirror of speculative technologies to modern society—shows us a high-tech world where it is all too easy to fall victim to ever-evolving forms of social control.In Black Mirror and Philosophy, original essays written by a diverse group of scholars invite you to peer into the void and explore the philosophical, ethical, and existential dimensions of Charlie Brooker’s sinister stories. The collection reflects Black Mirror’s anthology structure by pairing a chapter with every episode in the show’s five seasons—including an interactive, choose-your-own-adventure analysis of Bandersnatch—and concludes with general essays that explore the series’ broader themes. Chapters address questions about artificial intelligence, virtual reality, surveillance, privacy, love, death, criminal behavior, and politics, including: Have we given social media too much power over our lives? Could heaven really, one day, be a place on Earth? Should criminal justice and punishment be crowdsourced? What rights should a “cookie” have? Immersive, engaging, and experimental, Black Mirror and Philosophy navigates the intellectual landscape of Brooker’s morality plays for the modern world, where humanity’s greatest innovations and darkest instincts collide.