BOOKS - Attack-and-Defense Games for Control Systems: Analysis and Synthesis
Attack-and-Defense Games for Control Systems: Analysis and Synthesis - Huanhuan Yuan August 13, 2024 PDF  BOOKS
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Attack-and-Defense Games for Control Systems: Analysis and Synthesis
Author: Huanhuan Yuan
Year: August 13, 2024
Format: PDF
File size: PDF 16 MB
Language: English



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As our society becomes increasingly reliant on complex control systems, including cyber-physical and cloud control systems, we must recognize the need to develop a personal paradigm for perceiving the technological process of developing modern knowledge. This paradigm shift involves understanding the potential threats that these systems face from cyberspace and physical space, as well as the diversified and intelligent attack patterns that can cause non-contact damage. To mitigate these risks, the authors of "Attack and Defense Games for Control Systems Analysis and Synthesis" propose a formal mathematical approach to describe and design attack and defense strategies using game-theoretic methods.

The book is divided into three sections, each focusing on a specific type of threat: resilience against deception attacks, DoS attacks, and protecting cloud control systems against threats. Within these sections, the authors address topics such as secure and distributed filtering, attack detection, disturbance rejection, resilient state estimation, and resilient control techniques.
Поскольку наше общество становится все более зависимым от сложных систем управления, включая киберфизические и облачные системы управления, мы должны признать необходимость разработки личной парадигмы восприятия технологического процесса развития современных знаний. Эта смена парадигмы предполагает понимание потенциальных угроз, с которыми сталкиваются эти системы из киберпространства и физического пространства, а также диверсифицированных и интеллектуальных схем атак, которые могут нанести бесконтактный ущерб. Чтобы смягчить эти риски, авторы «Attack and Defense Games for Control Systems Analysis and Synthesis» предлагают формальный математический подход для описания и проектирования стратегий атаки и защиты с использованием теоретико-игровых методов.

Книга состоит из трех разделов, каждый из которых посвящен определенному типу угроз: устойчивости к атакам обмана, DoS-атакам и защите облачных систем управления от угроз. В этих разделах авторы рассматривают такие темы, как безопасная и распределенная фильтрация, обнаружение атак, подавление помех, оценка отказоустойчивого состояния и методы отказоустойчивого управления.
Alors que notre société est de plus en plus dépendante de systèmes de gestion sophistiqués, y compris les systèmes de gestion cybernétique et cloud, nous devons reconnaître la nécessité de développer un paradigme personnel de perception du processus technologique de développement des connaissances modernes. Ce changement de paradigme implique de comprendre les menaces potentielles auxquelles ces systèmes sont confrontés à partir du cyberespace et de l'espace physique, ainsi que les schémas d'attaques diversifiés et intellectuels qui peuvent causer des dommages sans contact. Pour atténuer ces risques, les auteurs d'Attack and Defense Games for Control Systems Analysis and Synthesis proposent une approche mathématique formelle pour décrire et concevoir des stratégies d'attaque et de défense à l'aide de méthodes théoriques de jeu.

livre se compose de trois sections, chacune consacrée à un type particulier de menace : résistance aux attaques frauduleuses, attaques DoS et protection des systèmes de gestion du cloud contre les menaces. Dans ces sections, les auteurs examinent des sujets tels que le filtrage sécurisé et distribué, la détection des attaques, la suppression des interférences, l'évaluation de l'état tolérant aux pannes et les méthodes de gestion tolérantes aux pannes.
A medida que nuestra sociedad se vuelve cada vez más dependiente de sistemas de gestión complejos, incluidos los sistemas de gestión ciberfísicos y en la nube, debemos reconocer la necesidad de desarrollar un paradigma personal de percepción del proceso tecnológico del desarrollo del conocimiento moderno. Este cambio de paradigma implica comprender las amenazas potenciales que enfrentan estos sistemas desde el ciberespacio y el espacio físico, así como los esquemas de ataques diversificados e intelectuales que pueden causar d sin contacto. Para mitigar estos riesgos, los autores de «Attack and Defense Games for Control Systems Analysis and Synthesis» proponen un enfoque matemático formal para describir y diseñar estrategias de ataque y defensa utilizando técnicas de juego teórico.

libro consta de tres secciones, cada una dedicada a un tipo específico de amenazas: resistencia a los ataques de engaño, ataques DoS y protección de los sistemas de control en la nube contra amenazas. En estas secciones, los autores abordan temas como el filtrado seguro y distribuido, la detección de ataques, la supresión de interferencias, la evaluación del estado de tolerancia a fallas y las técnicas de control de tolerancia a fallas.
Da unsere Gesellschaft zunehmend von komplexen Managementsystemen einschließlich cyber-physischer und cloud-basierter Managementsysteme abhängig wird, müssen wir die Notwendigkeit erkennen, ein persönliches Paradigma für die Wahrnehmung des technologischen Prozesses der Entwicklung des modernen Wissens zu entwickeln. Dieser Paradigmenwechsel beinhaltet das Verständnis der potenziellen Bedrohungen, denen diese Systeme aus dem Cyberspace und dem physischen Raum ausgesetzt sind, sowie diversifizierte und intelligente Angriffsmuster, die berührungslos Schaden anrichten können. Um diese Risiken zu mindern, bieten die Autoren von Attack and Defense Games for Control Systems Analysis and Synthesis einen formalen mathematischen Ansatz zur Beschreibung und Gestaltung von Angriffs- und Verteidigungsstrategien mit spieltheoretischen Methoden.

Das Buch besteht aus drei Abschnitten, die sich jeweils auf eine bestimmte Art von Bedrohung konzentrieren: Widerstandsfähigkeit gegen Täuschungsangriffe, DoS-Angriffe und Schutz von Cloud-basierten Managementsystemen vor Bedrohungen. In diesen Abschnitten behandeln die Autoren Themen wie sichere und verteilte Filterung, Erkennung von Angriffen, Entstörung, fehlertolerante Zustandsbewertung und fehlertolerante Steuerungstechniken.
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Toplumumuz, siber-fiziksel ve bulut tabanlı yönetim sistemleri de dahil olmak üzere karmaşık yönetim sistemlerine giderek daha fazla bağımlı hale geldikçe, modern bilgi geliştirme teknolojik sürecinin algılanması için kişisel bir paradigma geliştirme ihtiyacının farkına varmalıyız. Bu paradigma kayması, bu sistemlerin siber ve fiziksel alandan karşılaştığı potansiyel tehditleri ve temassız hasara neden olabilecek çeşitlendirilmiş ve akıllı saldırı modellerini anlamayı içerir. Bu riskleri azaltmak için, "Kontrol stemleri Analizi ve Sentezi için Saldırı ve Savunma Oyunları" yazarları, oyun teorik yöntemlerini kullanarak saldırı ve savunma stratejilerini tanımlamak ve tasarlamak için resmi bir matematiksel yaklaşım önermektedir.

Kitap, her biri belirli bir tehdit türüne adanmış üç bölümden oluşmaktadır: aldatma saldırılarına karşı direnç, DoS saldırıları ve bulut yönetim sistemlerinin tehditlerden korunması. Bu bölümlerde, yazarlar güvenli ve dağıtılmış filtreleme, saldırı algılama, girişim iptali, hata toleransı değerlendirmesi ve hata toleransı yönetimi teknikleri gibi konuları tartışmaktadır.
مع تزايد اعتماد مجتمعنا على نظم الإدارة المعقدة، بما في ذلك نظم الإدارة المادية الإلكترونية ونظم الإدارة القائمة على السحابة، يجب أن ندرك الحاجة إلى تطوير نموذج شخصي لتصور العملية التكنولوجية لتطوير المعرفة الحديثة. يتضمن هذا التحول في النموذج فهم التهديدات المحتملة التي تواجهها هذه الأنظمة من الفضاء الإلكتروني والفضاء المادي، وأنماط الهجوم المتنوعة والذكية التي يمكن أن تسبب ضررًا لا تلامس. للتخفيف من هذه المخاطر، يقترح مؤلفو «ألعاب الهجوم والدفاع لتحليل وتوليف أنظمة التحكم» نهجًا رياضيًا رسميًا لوصف وتصميم استراتيجيات الهجوم والدفاع باستخدام طرق نظرية اللعبة. يتكون الكتاب من ثلاثة أقسام، كل منها مخصص لنوع معين من التهديدات: مقاومة هجمات الخداع، وهجمات وزارة الأمن، وحماية أنظمة إدارة السحابة من التهديدات. في هذه الأقسام، يناقش المؤلفون موضوعات مثل الترشيح الآمن والموزع، والكشف عن الهجوم، وإلغاء التداخل، وتقييم تحمل الأخطاء، وتقنيات إدارة تحمل الأخطاء.

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