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The Dark Side of GenAI: Exploitation and Compromise of GenAI Systems and Capabilities

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Book Details
Language
English
Publishers
Independently published (6 July 2024)
Weight
0.31 KG
Publication Date
06/07/2024
Pages
204 pages
ISBN-13
9798332369803
Dimensions
15.24 x 1.3 x 22.86 cm
SKU
9798332369803
Author Name
Dr. Ivan Del Valle (Author)
Doctor Ivan Del Valle is an International Business Transformation Executive with broad senior leadership experience in strategy and management consulting at top Firms like Accenture & Capgemini. He led the data integration for one of the largest touchless planning & fulfillment implementations in the world for a $346B health-care company. Proudly born and raised in the beautiful Caribbean Island of Puerto Rico, he currently resides with his beloved wife and Cavalier King Charles Spaniels in the United States in the historical district area of Charleston, South Carolina.He holds a Ph.D. in Law degree from the Apsley Business School in London, UK, where he researched the law and regulations related to the legal aspects of blockchain-driven international trade traceability in sustainable food chains. During his Master of Laws studies, he acquired extensive expertise in Corporate Governance & Environmental Law while developing a legal governance, risk, and compliance framework on precision agriculture as an alternative path to sustainable farming without the use of genetic modification.In addition to his legal qualifications, Dr. Del Valle holds an MBA from the University of The People in Pasadena, California, a Master in Data Science & Analytics from the prestigious Nebrija University in Madrid, Spain, and a dual Master degree in Consumer Neuroscience from UNIR Mexico and UNIR Spain. He is currently pursuing the final stage of a second doctoral degree in Business Administration from the University Benito Juarez Garcia in Puebla, Mexico with a thesis focused on optimal product marketing through automated attributes selection based on predictive AI on market intelligence and consumer neuroscience factors.Dr. Del Valle lectures at Apsley Business School London in International & Comparative Law, Corporate Governance, Environmental Law, IT Law, Strategic Management, and Organizational Theory, and is a frequent panel participant on leading-edge international multi-industry conferences. His recent published work on topics such as IT Law and Blockchain-driven international trade traceability have ranked #1 new release books in Amazon in the Business Law category.As the UQMI Director of Legal Affairs, his responsibilities include:Overseeing legal matters related to the organization's operations and activities.Ensuring compliance with relevant laws, regulations, and industry standards.Monitoring and addressing legal risks and liabilities.Providing guidance on legal issues affecting the organization's certification programs and relationships with partners and stakeholders.Collaborating with external legal counsel as necessary.Dr. Ivan Del Valle can be reached via LinkedIn at https://www.linkedin.com/in/enterprise-solutionsRead more about this authorRead less about this author
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Explore the underbelly of cutting-edge technology in "The Dark Side of GenAI," a comprehensive examination of the risks and challenges posed by generative artificial intelligence. This enlightening book delves into the myriad ways GenAI systems can be misused, offering an in-depth look at the tactics employed to exploit these advanced models and the profound implications for society.

In "The Dark Side of GenAI," you will uncover the types of GenAI misuse tactics, categorized into two primary areas: exploitation of GenAI capabilities and compromise of GenAI systems. The book details how bad actors use tactics such as impersonation, appropriated likeness, sockpuppeting, non-consensual intimate imagery (NCII), child sexual abuse material (CSAM), falsification, intellectual property infringement, counterfeit, scaling & amplification, and targeting & personalization.

It also explores how GenAI systems themselves can be compromised through adversarial inputs, prompt injections, jailbreaking, model diversion, model extraction, steganography, poisoning, privacy compromise, and data exfiltration. The findings presented in this book reveal the prevalence and modalities of misuse tactics, with a particular focus on the manipulation of human likeness.

Key goals behind GenAI misuse are examined, including opinion manipulation, monetization, scams, harassment, and maximizing reach. The book highlights novel strategies used to achieve these goals, such as disinformation, defamation, and content farming.

By providing real-world examples and empirical data, the book illustrates the wide-ranging impacts of GenAI misuse on individuals and society. "The Dark Side of GenAI" also delves into the critical analysis of misuse goals, exploring how actors leverage GenAI for opinion manipulation through tactics like impersonation of public figures and falsified media, monetization through content farming and NCII, scams involving celebrity scam ads and phishing, and harassment with a gendered focus on non-consensual intimate imagery targeting females.

Additionally, the book discusses the emerging trend of digital resurrections used to maximize message reach and advocacy efforts. In its concluding discussion, "The Dark Side of GenAI" emphasizes the importance of understanding and mitigating the misuse of GenAI tools.

It provides essential recommendations for policy makers, trust and safety teams, and researchers on AI governance and mitigation strategies. By shedding light on the ethical and safety implications of GenAI misuse, this book serves as a vital resource for anyone concerned with the responsible development and deployment of artificial intelligence.

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