Proceedings of 1st Genzero Workshop: Revolutionizing Autonomous Systems Security with Generative Ai, and Large Language Models for Zero Trust Architec
暫譯: 第一屆 Genzero 研討會論文集：以生成式 AI 和大型語言模型革新自主系統安全，實現零信任架構

Andreoni, Martin, Thakkar, Shreekant

Proceedings of 1st Genzero Workshop: Revolutionizing Autonomous Systems Security with Generative Ai, and Large Language Models for Zero Trust Architec
  • 出版商: Springer
  • 出版日期: 2025-10-22
  • 售價: $2,620
  • 貴賓價: 9.5 折 $2,489
  • 語言: 英文
  • 頁數: 228
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 981951049X
  • ISBN-13: 9789819510498
  • 相關分類: 無人機、Penetration-test

    • 海外代購書籍(需單獨結帳)

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商品描述

This Open Access volume compiles peer-reviewed research at the GENZERO Workshop on Security and Autonomous Systems, hosted by the Technology Innovation Institute in Abu Dhabi in November 2024. As a leading event in the fields of security of autonomous systems and generative AI, the workshop emphasizes the expansion of Zero Trust architecture across a variety of autonomous platforms. It highlights the critical importance of protecting Physical AI systems--such as drones, unmanned ground vehicles (UGVs), and humanoid robots--from cyberattacks, which have the potential to cause significant harm. The proceedings feature theoretical models, practical frameworks, and real-world applications of large language models and other generative AI techniques aimed at enhancing security, resilience, and intelligence in UAV collectives, robotics, and other autonomous systems. Ensuring security has become a paramount challenge as these systems become increasingly complex and self-directed. The studies presented here focus on breakthroughs in distributed intelligence, secure communications, and real-time anomaly detection, offering actionable strategies for aerospace, defense, and critical infrastructure industries. Forward-looking discussions also explore how machine learning and AI-driven approaches could redefine safety and security standards, particularly in autonomous decision-making and continuous operations. Collectively, this volume provides invaluable insights for researchers, practitioners, and policymakers working toward robust and trustworthy autonomous solutions while also addressing pressing challenges and emerging opportunities in this rapidly evolving field.

商品描述(中文翻譯)

本開放存取的卷冊匯編了在2024年11月於阿布達比的科技創新研究所舉辦的GENZERO研討會上經過同行評審的研究。作為自動系統安全和生成式人工智慧領域的主要活動，該研討會強調在各種自動平台上擴展零信任架構的重要性。它突顯了保護物理人工智慧系統（如無人機、無人地面車輛（UGVs）和類人機器人）免受網路攻擊的關鍵重要性，因為這些攻擊可能造成重大損害。會議記錄包含了理論模型、實用框架以及大型語言模型和其他生成式人工智慧技術在增強無人機集體、機器人及其他自動系統的安全性、韌性和智能方面的實際應用。隨著這些系統變得越來越複雜和自我導向，確保安全已成為一項首要挑戰。此處呈現的研究專注於分散式智能、安全通信和即時異常檢測的突破，為航空航天、國防和關鍵基礎設施行業提供可行的策略。前瞻性的討論還探討了機器學習和人工智慧驅動的方法如何重新定義安全和保安標準，特別是在自動決策和持續運作方面。總體而言，本卷冊為研究人員、實務工作者和政策制定者提供了寶貴的見解，幫助他們朝著健全和可信賴的自動解決方案邁進，同時應對這一快速發展領域中的緊迫挑戰和新興機會。

作者簡介

Dr. Martin Andreoni is a Senior Director at the Secure System Research Center of the Technology Innovation Institute in Abu Dhabi, UAE. He previously served as a Researcher at Samsung R&D Institute Brazil. He earned his degree in Electronic Engineering from the Universidad Nacional de San Juan (UNSJ), Argentina, in 2011, followed by a master's in electrical engineering from the Federal University of Rio de Janeiro (COPPE/UFRJ) in 2014. He completed his Ph.D. at COPPE/UFRJ in collaboration with Sorbonne Université, France, in 2018, focusing on Teleinformatics and Automation.

Dr. Shreekant (Ticky) Thakkar is the Chief Research Officer at the Secure Systems Research Centre at the Technology Innovation Institute in the UAE and an Adjunct Research Professor at Khalifa University. His work centers on advancing research in secure and resilient cyber-physical and autonomous systems, including secure silicon and edge technologies. Thakkar's career includes leadership roles at Digital14, Qualcomm Data Technologies, and Intel Corporation. He holds a Ph.D. and MSc in Computer Science from the University of Manchester and a BSc in Computer Science and Statistics from University College London.

作者簡介(中文翻譯)

馬丁·安德雷奧尼博士是阿布達比科技創新研究所安全系統研究中心的高級主任。他曾擔任三星巴西研發院的研究員。他於2011年在阿根廷聖胡安國立大學（Universidad Nacional de San Juan, UNSJ）獲得電子工程學位，並於2014年在里約熱內盧聯邦大學（Federal University of Rio de Janeiro, COPPE/UFRJ）獲得電機工程碩士學位。他於2018年在COPPE/UFRJ完成博士學位，並與法國索邦大學（Sorbonne Université）合作，專注於電信資訊學和自動化。

施瑞坎特（Ticky）塔卡博士是阿聯酋科技創新研究所安全系統研究中心的首席研究官，並擔任哈利法大學的兼任研究教授。他的工作重點在於推進安全和韌性網絡物理系統及自主系統的研究，包括安全矽和邊緣技術。塔卡的職業生涯包括在Digital14、Qualcomm Data Technologies和英特爾公司的領導角色。他擁有曼徹斯特大學的計算機科學博士和碩士學位，以及倫敦大學學院的計算機科學和統計學學士學位。

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