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The language of deception : weaponizing next generation AI için kapak resmi
Başlık:
The language of deception : weaponizing next generation AI
Yazar:
Hutchens, Justin, author.
ISBN:
9781394222551

9781394222568

9781394277148
Fiziksel Tanımlama:
1 online resource (xiii, 385 pages) : illustrations
İçerik:
Intro -- Table of Contents -- Title Page -- Foreword -- Introduction -- Reader Support for This Book -- Chapter 1: Artificial Social Intelligence -- Positronic Man -- Defining (Artificial) Social Intelligence -- The Turing Test -- The Semblance of Social Intelligence -- The Question of Weaponization -- Chapter 2: Social Engineering and Psychological Exploitation -- The Roots of Social Engineering -- Social Engineering and Psychology -- Applied Social Engineering -- One Principle to Rule Them -- The Long Con -- Loose Lips Sink Ships -- The Takeaway -- Chapter 3: A History of Technology and Social Engineering -- Advertising -- Propaganda -- Cybercrime -- The Rise of the Bots -- The Worst Is Yet to Come -- Chapter 4: A History of Language Modeling -- Rule-Based NLP Systems -- Statistical Language Models -- Rule-Based vs. Statistical Models -- Note -- Chapter 5: Consciousness, Sentience, and Understanding -- Mad as a Hatter -- The Question of Consciousness -- The Sentience Scare -- Chapter 6: The Imitation Game -- The Chinese Room -- The Democratization of Machine Interaction -- Emergent Properties -- Reinforcement Learning from Human Feedback -- Likeable Robots -- The Illusion of Empathy -- Chapter 7: Weaponizing Social Intelligence -- Where's the Risk? -- The Spontaneous and Organic Occurrence of Turing Tests -- Bot or Not?â€"CAPTCHA Evasion -- Creating the Illusion of Conversation -- Context Crafting -- Unleash the Bots -- Conversational Relays with LLMs -- Optimizing Social Engineering with Monte Carlo Simulations -- Remaining under the Radar -- The Impending AI Scourge -- Notes -- Chapter 8: Weaponizing Technical Intelligence -- Unintended Technical Problems -- Deliberate Technical Exploitation -- Note -- Chapter 9: Multimodal Manipulation -- Converging on Transformers -- Deepfake Imagery -- Sociopolitical Destabilization.

Voice Synthesis and Duplication -- Physical Robotics -- The Takeaway -- Chapter 10: The Future -- Physical Embodiment -- Inside the Echo Chamber -- Artificial Super Intelligence -- Singularity -- Cognitive Integration (BCI) -- Note -- Chapter 11: The Quest for Resolution -- Tactical Solutions -- Stopping a Runaway Train -- AI Risk Management -- Global Partnership -- Appendix A: Bot Automation -- Browser Emulation -- Browser Automation -- Appendix B: LLM Pretext Engineering -- Social Security Administration Proof of Concept -- Credential Harvesting Proof of Concept -- Wire Fraud Proof of Concept -- Appendix C: CAPTCHA Bypass -- Appendix D: Context Manipulation Attacks -- Appendix E: Attack Optimization with Monte Carlo Simulations -- Appendix F: Autonomous C2 Operations with LLMs -- Appendix G: Disembodiment Attacks -- Bibliography -- Acknowledgments -- About the Author -- Index -- Copyright -- Dedication -- End User License Agreement.
Özet:
A penetrating look at the dark side of emerging AI technologies In The Language of Deception: Weaponizing Next Generation AI, artificial intelligence and cybersecurity veteran Justin Hutchens delivers an incisive and penetrating look at how contemporary and future AI can and will be weaponized for malicious and adversarial purposes. In the book, you will explore multiple foundational concepts to include the history of social engineering and social robotics, the psychology of deception, considerations of machine sentience and consciousness, and the history of how technology has been weaponized in the past. From these foundations, the author examines topics related to the emerging risks of advanced AI technologies, to include: The use of Large Language Models (LLMs) for social manipulation, disinformation, psychological operations, deception and fraud The implementation of LLMs to construct fully autonomous social engineering systems for targeted attacks or for mass manipulation at scale The technical use of LLMs and the underlying transformer architecture for use in technical weapons systems to include advanced next-generation malware, physical robotics, and even autonomous munition systems Speculative future risks such as the alignment problem, disembodiment attacks, and flash wars. Perfect for tech enthusiasts, cybersecurity specialists, and AI and machine learning professionals, The Language of Deception is an insightful and timely take on an increasingly essential subject.
Notlar:
John Wiley and Sons
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