Cyber Physical Attacks

📒Cyber Physical Attacks ✍ George Loukas

Cyber Physical Attacks Book PDF
✏Book Title : Cyber Physical Attacks
✏Author : George Loukas
✏Publisher : Butterworth-Heinemann
✏Release Date : 2015-05-21
✏Pages : 270
✏ISBN : 9780128014639
✏Available Language : English, Spanish, And French

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✏Cyber Physical Attacks Book Summary : Cyber-Physical Attacks: A Growing Invisible Threat presents the growing list of harmful uses of computers and their ability to disable cameras, turn off a building’s lights, make a car veer off the road, or a drone land in enemy hands. In essence, it details the ways cyber-physical attacks are replacing physical attacks in crime, warfare, and terrorism. The book explores how attacks using computers affect the physical world in ways that were previously only possible through physical means. Perpetrators can now cause damage without the same risk, and without the political, social, or moral outrage that would follow a more overt physical attack. Readers will learn about all aspects of this brave new world of cyber-physical attacks, along with tactics on how to defend against them. The book provides an accessible introduction to the variety of cyber-physical attacks that have already been employed or are likely to be employed in the near future. Demonstrates how to identify and protect against cyber-physical threats Written for undergraduate students and non-experts, especially physical security professionals without computer science background Suitable for training police and security professionals Provides a strong understanding of the different ways in which a cyber-attack can affect physical security in a broad range of sectors Includes online resources for those teaching security management

Cyber Physical Attack Recovery Procedures Book PDF
✏Book Title : Cyber Physical Attack Recovery Procedures
✏Author : Luis Ayala
✏Publisher : Apress
✏Release Date : 2016-06-08
✏Pages : 159
✏ISBN : 9781484220658
✏Available Language : English, Spanish, And French

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✏Cyber Physical Attack Recovery Procedures Book Summary : This book provides a template with step-by-step instructions on how to respond and recover when hackers get into your SCADA system and cause building equipment to act erratically or fail completely. When hackers shut off the water, turn off the building power, disable the sewage effluent pumps and activate the fire alarm, you have to do something quick. It is even more alarming that hackers can do all those things at the same time—even from the other side of the planet. Not every equipment failure or power outage is a cyber-physical attack. When your building is attacked, you probably won’t suspect it was a hacker—until you see a pattern. The building control system (BCS) will act "squirrelly" and you will know—it really is a cyber-physical attack. Once a cyber-physical attack occurs, it can mean years of court cases, job losses, higher insurance rates, and maybe even criminal litigation. It also takes years to overcome the loss of safety credibility to your employees and the local community. Cyber-Physical Attack Recovery Procedures provides a detailed guide to taking the right steps ahead of time, and equipping your facility and employees with the training, knowledge, and tools they need and may save lives. The book contains: A one-of-a-kind action plan describing how hackers attack building equipment, the extent of damage possible, and how to respond when a cyber-physical attack occurs. Detailed descriptions of cyber-physical attacks directed against SCADA systems or building controls, as well as cyber booby traps Invaluable appendices, including: Emergency Procedures, Team Staffing and Tasking, Alternate Site Procedures, a Documentation List, Software and Hardware Inventories, Vendor Contact Lists, External Support Agreements, and much more. What you’ll learn Possible ways hackers can cause building equipment to fail. How to quickly assess the threat to his facilities in real time, how to stop a cyber-physical attack. How to restore equipment operation without doing any more damage. Who This Book Is For Architects, Engineers, Building Managers, Students, Researchers and Consultants interested in cybersecurity-attacks against facilities in the real world. Also for IT professionals getting involved in cybersecurity responsibilities.

Cyber Physical Systems Security Book PDF
✏Book Title : Cyber Physical Systems Security
✏Author : Çetin Kaya Koç
✏Publisher : Springer
✏Release Date : 2018-12-06
✏Pages : 344
✏ISBN : 9783319989358
✏Available Language : English, Spanish, And French

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✏Cyber Physical Systems Security Book Summary : The chapters in this book present the work of researchers, scientists, engineers, and teachers engaged with developing unified foundations, principles, and technologies for cyber-physical security. They adopt a multidisciplinary approach to solving related problems in next-generation systems, representing views from academia, government bodies, and industrial partners, and their contributions discuss current work on modeling, analyzing, and understanding cyber-physical systems.

Detection Of False Data Injection Attacks In Smart Grid Cyber Physical Systems Book PDF
✏Book Title : Detection of False Data Injection Attacks in Smart Grid Cyber Physical Systems
✏Author : Beibei Li
✏Publisher : Springer Nature
✏Release Date :
✏Pages :
✏ISBN : 9783030586720
✏Available Language : English, Spanish, And French

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✏Detection of False Data Injection Attacks in Smart Grid Cyber Physical Systems Book Summary :

Security And Privacy In Cyber Physical Systems Book PDF
✏Book Title : Security and Privacy in Cyber Physical Systems
✏Author : Houbing Song
✏Publisher : John Wiley & Sons
✏Release Date : 2017-11-13
✏Pages : 472
✏ISBN : 9781119226048
✏Available Language : English, Spanish, And French

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✏Security and Privacy in Cyber Physical Systems Book Summary : Overview of security and privacy in cyber-physical systems -- Network security and privacy for cyber-physical systems -- Tutorial on information theoretic metrics quantifying privacy in cyber-physical systems -- Cyber-physical systems and national security concerns -- Legal considerations of cyber-physical systems and the Internet of Things -- Key management -- Secure registration and remote attestation of IoT devices joining the cloud : the Stack4Things case of study -- Context awareness for adaptive access control management in IoT environments -- Data privacy issues in distributed security monitoring system -- Privacy protection for cloud-based robotic networks -- Network coding technique : security challenges and applications -- Lightweight crypto and security -- Cyber-physical vulnerabilities of wireless sensor networks in smart cities -- Towards detecting data integrity attacks in smart grid -- Survey on data security and privacy in wireless sensor systems for health -- Security of smart buildings -- The internet of postal things : making the postal infrastructure smarter -- Security and privacy issues in the internet of cows -- Admission control based load protection in the smart grid

Security Aware Design For Cyber Physical Systems Book PDF
✏Book Title : Security Aware Design for Cyber Physical Systems
✏Author : Chung-Wei Lin
✏Publisher : Springer
✏Release Date : 2017-01-02
✏Pages : 102
✏ISBN : 9783319513287
✏Available Language : English, Spanish, And French

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✏Security Aware Design for Cyber Physical Systems Book Summary : Addressing the rising security issues during the design stages of cyber-physical systems, this book develops a systematic approach to address security at early design stages together with all other design constraints. Cyber-attacks become more threatening as systems are becoming more connected with the surrounding environment, infrastructures, and other systems. Security mechanisms can be designed to protect against attacks and meet security requirements, but there are many challenges of applying security mechanisms to cyber-physical systems including open environments, limited resources, strict timing requirements, and large number of devices. Designed for researchers and professionals, this book is valuable for individuals working in network systems, security mechanisms, and system design. It is also suitable for advanced-level students of computer science.

Cyber Physical Systems Architecture Security And Application Book PDF
✏Book Title : Cyber Physical Systems Architecture Security and Application
✏Author : Song Guo
✏Publisher : Springer
✏Release Date : 2018-09-20
✏Pages : 249
✏ISBN : 9783319925646
✏Available Language : English, Spanish, And French

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✏Cyber Physical Systems Architecture Security and Application Book Summary : This book provides an overview of recent innovations and achievements in the broad areas of cyber-physical systems (CPS), including architecture, networking, systems, applications, security, and privacy. The book discusses various new CPS technologies from diverse aspects to enable higher level of innovation towards intelligent life. The book provides insight to the future integration, coordination and interaction between the physical world, the information world, and human beings. The book features contributions from renowned researchers and engineers, who discuss key issues from various perspectives, presenting opinions and recent CPS-related achievements. Investigates how to advance the development of cyber-physical systems Provides a joint consideration of other newly emerged technologies and concepts in relation to CPS like cloud computing, big data, fog computing, and crowd sourcing Includes topics related to CPS such as architecture, system, networking, application, algorithm, security and privacy

Security And Privacy Of Cyber Physical Systems Book PDF
✏Book Title : Security and Privacy of Cyber physical Systems
✏Author : Weixian Liao
✏Publisher :
✏Release Date : 2018
✏Pages : 106
✏ISBN : OCLC:1100419263
✏Available Language : English, Spanish, And French

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✏Security and Privacy of Cyber physical Systems Book Summary : Cyber-physical systems (CPS) are complex networked systems that consist of cyber components for computation and communication, closely interacting with physical components such as sensors and actuators. Recent years have witnessed exponential growth in the development of cyber-physical systems. As being the basis for emerging and future smart service, they play an increasingly important role in critical infrastructure, government, everyday lives, etc. On the other hand, the integration of CPS brings more threats that may result in catastrophic consequences for the society. In this dissertation, we aim to address the security and privacy issues in cyber-physical systems and internet of things (IoT) devices. Our contributions in this dissertation are two-fold. Firstly, we study the security issues in power grid, which is one of the most critical infrastructures in the world. Security of the power grid has gained enormous attention for decades. Cascading failure, one of the most serious problems in power systems, can result in catastrophic impacts such as massive blackouts. More importantly, it can be taken advantage by malicious attackers to launch physical or cyber attacks on the power grid. However, due to the expansive geographical coverage and complex interdependencies among system components, protecting the power grid is data and computing intensive and hence extremely challenging. We investigate cascading failure attack (CFA) from a stochastic game perspective. In particular, we formulate a zero-sum stochastic attack/defense game for CFA while considering the attack/defense costs, limited budgets, diverse load shedding costs, and dynamic states in the system. Then, we develop a Q-CFA learning algorithm that works efficiently in a large system without any a-priori information. We also formally prove that the proposed algorithm can converge and achieve Nash equilibrium. Simulation results validate the efficacy and efficiency of the proposed scheme by comparisons with the state-of-the-art approaches.Secondly, we focus on secure outsourcing of large-scale fundamental problems in the cloud. Conducting such large-scale data analytics in a timely manner requires a large amount of computing resources, which may not be available for individuals and small companies in practice. By outsourcing their computations to the cloud, clients can solve such problems in a cost-effective way. However, confidential data stored at the cloud is vulnerable to cyber attacks, and thus needs to be protected. Previous works employ cryptographic techniques like homomorphic encryption, which significantly increase the computational complexity of solving a large-scale problem at the cloud and is impractical for big data applications. We present an efficient secure outsourcing scheme for convex separable programming problems (CSPs). In particular, we first develop efficient matrix and vector transformation schemes only based on arithmetic operations that are computationally indistinguishable both in value and in structure under a chosen-plaintext attack (CPA). Then, we design a secure outsourcing scheme in which the client and the cloud collaboratively solve the transformed problems. The client can efficiently verify the correctness of returned results to prevent any malicious behavior of the cloud. Theoretical correctness and privacy analysis together show that the proposed scheme obtains optimal results and that the cloud cannot learn private information from the client's concealed data. We conduct extensive simulations on Amazon Elastic Cloud Computing (EC2) platform and find that our proposed scheme provides significant time savings to the clients.

Resilience Of Cyber Physical Systems Book PDF
✏Book Title : Resilience of Cyber Physical Systems
✏Author : Francesco Flammini
✏Publisher : Springer
✏Release Date : 2019-01-25
✏Pages : 229
✏ISBN : 9783319955971
✏Available Language : English, Spanish, And French

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✏Resilience of Cyber Physical Systems Book Summary : This book addresses the latest approaches to holistic Cyber-Physical System (CPS) resilience in real-world industrial applications. Ensuring the resilience of CPSs requires cross-discipline analysis and involves many challenges and open issues, including how to address evolving cyber-security threats. The book describes emerging paradigms and techniques from two main viewpoints: CPSs’ exposure to new threats, and CPSs’ potential to counteract them. Further, the chapters address topics ranging from risk modeling to threat management and mitigation. The book offers a clearly structured, highly accessible resource for a diverse readership, including graduate students, researchers and industry practitioners who are interested in evaluating and ensuring the resilience of CPSs in both the development and assessment stages. Foreword by Prof. Shiyan Hu, Chair of Cyber-Physical Systems at Linnaeus University, Sweden.

Security Of Cyber Physical Systems Book PDF
✏Book Title : Security of Cyber Physical Systems
✏Author : Hadis Karimipour
✏Publisher : Springer Nature
✏Release Date : 2020-08-24
✏Pages : 323
✏ISBN : 9783030455415
✏Available Language : English, Spanish, And French

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✏Security of Cyber Physical Systems Book Summary : This book presents a comprehensive overview of security issues in Cyber Physical Systems (CPSs), by analyzing the issues and vulnerabilities in CPSs and examining state of the art security measures. Furthermore, this book proposes various defense strategies including intelligent attack and anomaly detection algorithms. Today’s technology is continually evolving towards interconnectivity among devices. This interconnectivity phenomenon is often referred to as Internet of Things (IoT). IoT technology is used to enhance the performance of systems in many applications. This integration of physical and cyber components within a system is associated with many benefits; these systems are often referred to as Cyber Physical Systems (CPSs). The CPSs and IoT technologies are used in many industries critical to our daily lives. CPSs have the potential to reduce costs, enhance mobility and independence of patients, and reach the body using minimally invasive techniques. Although this interconnectivity of devices can pave the road for immense advancement in technology and automation, the integration of network components into any system increases its vulnerability to cyber threats. Using internet networks to connect devices together creates access points for adversaries. Considering the critical applications of some of these devices, adversaries have the potential of exploiting sensitive data and interrupting the functionality of critical infrastructure. Practitioners working in system security, cyber security & security and privacy will find this book valuable as a reference. Researchers and scientists concentrating on computer systems, large-scale complex systems, and artificial intelligence will also find this book useful as a reference.

Handbook On Securing Cyber Physical Critical Infrastructure Book PDF
✏Book Title : Handbook on Securing Cyber Physical Critical Infrastructure
✏Author : Sajal K Das
✏Publisher : Elsevier
✏Release Date : 2012-01-25
✏Pages : 848
✏ISBN : 9780124159105
✏Available Language : English, Spanish, And French

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✏Handbook on Securing Cyber Physical Critical Infrastructure Book Summary : The worldwide reach of the Internet allows malicious cyber criminals to coordinate and launch attacks on both cyber and cyber-physical infrastructure from anywhere in the world. This purpose of this handbook is to introduce the theoretical foundations and practical solution techniques for securing critical cyber and physical infrastructures as well as their underlying computing and communication architectures and systems. Examples of such infrastructures include utility networks (e.g., electrical power grids), ground transportation systems (automotives, roads, bridges and tunnels), airports and air traffic control systems, wired and wireless communication and sensor networks, systems for storing and distributing water and food supplies, medical and healthcare delivery systems, as well as financial, banking and commercial transaction assets. The handbook focus mostly on the scientific foundations and engineering techniques – while also addressing the proper integration of policies and access control mechanisms, for example, how human-developed policies can be properly enforced by an automated system. Addresses the technical challenges facing design of secure infrastructures by providing examples of problems and solutions from a wide variety of internal and external attack scenarios Includes contributions from leading researchers and practitioners in relevant application areas such as smart power grid, intelligent transportation systems, healthcare industry and so on Loaded with examples of real world problems and pathways to solutions utilizing specific tools and techniques described in detail throughout

Cyber Physical Systems Book PDF
✏Book Title : Cyber Physical Systems
✏Author : Fei Hu
✏Publisher : CRC Press
✏Release Date : 2013-09-26
✏Pages : 398
✏ISBN : 9781466577015
✏Available Language : English, Spanish, And French

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✏Cyber Physical Systems Book Summary : Cyber-physical systems (CPSs) have quickly become one of the hottest computer applications today. With their tight integration of cyber and physical objects, it is believed CPSs will transform how we interact with the physical world, just like the Internet transformed how we interact with one another. A CPS could be a system at multiple scales, fro

Safe And Secure Cyber Physical Systems And Internet Of Things Systems Book PDF
✏Book Title : Safe and Secure Cyber Physical Systems and Internet of Things Systems
✏Author : Marilyn Wolf
✏Publisher : Springer Nature
✏Release Date : 2019-09-24
✏Pages : 91
✏ISBN : 9783030258085
✏Available Language : English, Spanish, And French

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✏Safe and Secure Cyber Physical Systems and Internet of Things Systems Book Summary : ​This book provides the first comprehensive view of safe and secure CPS and IoT systems. The authors address in a unified manner both safety (physical safety of operating equipment and devices) and computer security (correct and sound information), which are traditionally separate topics, practiced by very different people. Offers readers a unified view of safety and security, from basic concepts through research challenges; Provides a detailed comparison of safety and security methodologies; Describes a comprehensive threat model including attacks, design errors, and faults; Identifies important commonalities and differences in safety and security engineering.

Cybersecurity Testing And Intrusion Detection For Cyber Physical Power Systems Book PDF
✏Book Title : Cybersecurity Testing and Intrusion Detection for Cyber physical Power Systems
✏Author : Shengyi Pan
✏Publisher :
✏Release Date : 2014
✏Pages : 148
✏ISBN : OCLC:900108952
✏Available Language : English, Spanish, And French

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✏Cybersecurity Testing and Intrusion Detection for Cyber physical Power Systems Book Summary : Power systems will increasingly rely on synchrophasor systems for reliable and high-performance wide area monitoring and control (WAMC). Synchrophasor systems greatly use information communication technologies (ICT) for data exchange which are vulnerable to cyber-attacks. Prior to installation of a synchrophasor system a set of cyber security requirements must be developed and new devices must undergo vulnerability testing to ensure that proper security controls are in place to protect the synchrophasor system from unauthorized access. This dissertation describes vulnerability analysis and testing performed on synchrophasor system components. Two network fuzzing frameworks are proposed; for the IEEE C37.118 protocol and for an energy management system (EMS). While fixing the identified vulnerabilities in information infrastructures is imperative to secure a power system, it is likely that successful intrusions will still occur. The ability to detect intrusions is necessary to mitigate the negative effects from a successful attacks. The emergence of synchrophasor systems provides real-time data with millisecond precision which makes the observation of a sequence of fast events feasible. Different power system scenarios present different patterns in the observed fast event sequences. This dissertation proposes a data mining approach called mining common paths to accurately extract patterns for power system scenarios including disturbances, control and protection actions and cyber-attacks from synchrophasor data and logs of system components. In this dissertation, such a pattern is called a common path, which is represented as a sequence of critical system states in temporal order. The process of automatically discovering common paths and building a state machine for detecting power system scenarios and attacks is introduced. The classification results show that the proposed approach can accurately detect these scenarios even with variation in fault locations and load conditions. This dissertation also describes a hybrid intrusion detection framework that employs the mining common path algorithm to enable a systematic and automatic IDS construction process. An IDS prototype was validated on a 2-line 3-bus power transmission system protected by the distance protection scheme. The result shows the IDS prototype accurately classifies 25 power system scenarios including disturbances, normal control operations, and cyber-attacks.

Cyber Physical Systems For Next Generation Networks Book PDF
✏Book Title : Cyber Physical Systems for Next Generation Networks
✏Author : Rodrigues, Joel J. P. C.
✏Publisher : IGI Global
✏Release Date : 2018-05-19
✏Pages : 293
✏ISBN : 9781522555117
✏Available Language : English, Spanish, And French

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✏Cyber Physical Systems for Next Generation Networks Book Summary : The use of cyber-physical systems in recent computing, communication, and control methods to design and operate intelligent and autonomous systems using cutting-edge technologies has led to many advances. By studying emerging trends in these systems, programming techniques can be optimized and strengthened to create a higher level of effectiveness. Cyber-Physical Systems for Next-Generation Networks provides emerging research on using cyber-physical systems (CPS) as a method to control design and operation of intelligent systems through next-generation networks. While highlighting issues such as increasing CPS complexity due to components within physical and industrial systems, this publication explores information on real-time sensing, reasoning, and adaptation for cyber-physical systems while gaining an understanding of evolutionary computing for it. This book is a valuable resource for engineers, academicians, researchers, and graduate-level students seeking current research on CPS in cutting-edge technologies.

📒Cyber Physical Security ✍ Robert M. Clark

Cyber Physical Security Book PDF
✏Book Title : Cyber Physical Security
✏Author : Robert M. Clark
✏Publisher : Springer
✏Release Date : 2016-08-10
✏Pages : 281
✏ISBN : 9783319328249
✏Available Language : English, Spanish, And French

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✏Cyber Physical Security Book Summary : This book focuses on the vulnerabilities of state and local services to cyber-threats and suggests possible protective action that might be taken against such threats. Cyber-threats to U.S. critical infrastructure are of growing concern to policymakers, managers and consumers. Information and communications technology (ICT) is ubiquitous and many ICT devices and other components are interdependent; therefore, disruption of one component may have a negative, cascading effect on others. Cyber-attacks might include denial of service, theft or manipulation of data. Damage to critical infrastructure through a cyber-based attack could have a significant impact on the national security, the economy, and the livelihood and safety of many individual citizens. Traditionally cyber security has generally been viewed as being focused on higher level threats such as those against the internet or the Federal government. Little attention has been paid to cyber-security at the state and local level. However, these governmental units play a critical role in providing services to local residents and consequently are highly vulnerable to cyber-threats. The failure of these services, such as waste water collection and water supply, transportation, public safety, utility services, and communication services, would pose a great threat to the public. Featuring contributions from leading experts in the field, this volume is intended for state and local government officials and managers, state and Federal officials, academics, and public policy specialists.

Deep Learning To Detect Attacks On Cyber Physical Systems Book PDF
✏Book Title : Deep Learning to Detect Attacks on Cyber Physical Systems
✏Author : Rana Jacob Jose
✏Publisher :
✏Release Date : 2018
✏Pages : 104
✏ISBN : OCLC:1200949046
✏Available Language : English, Spanish, And French

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✏Deep Learning to Detect Attacks on Cyber Physical Systems Book Summary :

Applied Cyber Physical Systems Book PDF
✏Book Title : Applied Cyber Physical Systems
✏Author : Sang C. Suh
✏Publisher : Springer Science & Business Media
✏Release Date : 2013-08-13
✏Pages : 253
✏ISBN : 9781461473367
✏Available Language : English, Spanish, And French

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✏Applied Cyber Physical Systems Book Summary : Applied Cyber-Physical Systems presents the latest methods and technologies in the area of cyber-physical systems including medical and biological applications. Cyber-physical systems (CPS) integrate computing and communication capabilities by monitoring, and controlling the physical systems via embedded hardware and computers. This book brings together unique contributions from renowned experts on cyber-physical systems research and education with applications. It also addresses the major challenges in CPS, and then provides a resolution with various diverse applications as examples. Advanced-level students and researchers focused on computer science, engineering and biomedicine will find this to be a useful secondary text book or reference, as will professionals working in this field.

Cyber Physical Security Of Power Distribution Systems Book PDF
✏Book Title : Cyber physical Security of Power Distribution Systems
✏Author : Abdelrahman Ayad
✏Publisher :
✏Release Date : 2019
✏Pages : 72
✏ISBN : OCLC:1099583051
✏Available Language : English, Spanish, And French

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✏Cyber physical Security of Power Distribution Systems Book Summary : Smart grids have been witnessing continuous and rapid radical developments in the recent years. With the aim towards a more sustainable energy system, the share of distributed generation resources is ever-increasing and transforming the traditional operations of the power grids. Along with these allocated resources, an ensemble of smart measurement devices, multiple communication layers, sophisticated distributed control techniques and interconnection of system equipment represent the pillars that support the modernization of these power networks. This progress has undoubtedly enabled a more efficient and accurate operation of the power networks. At the same time, it has created vulnerability points and challenges that endanger the safety and security of the smart grids operation. The cyber-physical security of smart grids has consequently become a priority and a major challenge to ensure a reliable and safe operation of the power grid. The resiliency of the grid depends on our ability to design smart grid that can withstand threats and be able to mitigate against different attack scenarios. Cyber-physical security is currently an active area of research, and threats that target critical operation components have been classified and investigated in the literature. However, many of the research efforts have focused on the threats on the transmission level, with the intention of extending the protection, detection and mitigation strategies to the distribution level. Nevertheless, many of the performed analysis is not suitable for Power Distribution Systems (PDS) due to the inherently different characteristics of these systems. This thesis first investigates and addresses the stealthy False Data Injection (FDI) attacks on the PDS, which target the Distribution Systems Optimal Power (DSOPF) Flow and are not detectable by traditional Bad Data Detection (BDD) methods. The attacks formulation is based on the Branch Current State Estimation (BCSE), which allows separation of the phases, thus full analysis on the unbalanced three-phase system is performed. In specific, it is shown how an adversary, having access to system measurements and topology, is able to maximize the system losses. By launching FDI attacks that target the Distribution Systems State Estimation (DSSE), the adversary constructs the attack vectors that drive the objective function in the opposite direction of optimality. Optimal attack strategy effects is investigated. The results demonstrate the increase in system losses after corrupting the measurements. Second, a machine learning technique is proposed as a protection measure against the cyber-physical threats to detect the FDI attacks. Although FDI vectors cannot be detected by conventional BDD techniques, exploiting the historical data enables a more thorough analysis and a better detection advantage of anomalies in the measurements. Recurrent Neural Networks (RNN) is applied on the stream of data measurements to identify any anomaly, which represents a compromised measurement, by analyzing multiple points across the measurement vector and multiple time steps. The temporal correlation of data points is the basis of identifying attack vectors. The results of the RNN model indicate an overall strong ability to detect the stealthy attacks.

A Game Theoretic Framework To Secure Cyber Physical Systems Cps Against Cyber Attacks Book PDF
✏Book Title : A Game Theoretic Framework to Secure Cyber Physical Systems CPS Against Cyber Attacks
✏Author : Khan Md Shafi Ahad Siddique
✏Publisher :
✏Release Date : 2018
✏Pages : 196
✏ISBN : OCLC:1099182697
✏Available Language : English, Spanish, And French

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✏A Game Theoretic Framework to Secure Cyber Physical Systems CPS Against Cyber Attacks Book Summary : Cyber-Physical Systems (CPS) is a term describing a broad range of complex, multi-disciplinary, physically-aware next generation engineered systems that integrate embedded computing technologies (cyber part) into the physical world. CPS are engineered systems that are built from, and depend upon, the seamless integration of computational algorithms and physical components. Generally speaking, they are sensor-based communication-enabled autonomous systems. Wireless sensor network for environmental control, smart grid system and industrial robotics systems can be a good example of CPS. With the exponential growth of CPS, new security challenges have emerged. Various vulnerabilities, threats, and attacks have been detected for the new generation of CPS. Additionally, the heterogeneity of CPS components and the diversity of CPS systems have made it very difficult to study the security problem with one generalized model. This thesis focuses on the development of effective deterministic and stochastic mathematical programming approaches to protect the CPS against a wide range of cyber attacks. The primary goal of this work is to orchestrate an optimization methodology based on a game theoretic framework to protect the CPS and evaluate its results using a simulation model and a real world testbed. To assert that the game theoretic framework yields to an optimized performance, three other heuristic approaches (i.e. Greedy, Greedy-LP, Random) are formulated and their results are compared to the outcome from the game theory approach. The game theoretic model was further extended to include stochastic number of signals and stochastic effectiveness. A two-stage stochastic model was formulated and the results were compared. Further investigations included simulation of a real world system. The simulation model was coded in MatLab Simulink to emulate a realworld CPS. As a final step in this thesis, a real life CPS testbed was constructed with functioning cyber and physical components and the results from the different approaches studied are tested and compared. It has been found that the two-stage stochastic programming (two-SSP) model gives most optimized result to protect CPS.

Secure Estimation For Cyber Physical Systems With Adversarial Attacks And Unknown Inputs An L2 Gain Method Book PDF
✏Book Title : Secure Estimation for Cyber physical Systems with Adversarial Attacks and Unknown Inputs An L2 gain Method
✏Author :
✏Publisher :
✏Release Date : 2017
✏Pages :
✏ISBN : OCLC:1051386373
✏Available Language : English, Spanish, And French

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✏Secure Estimation for Cyber physical Systems with Adversarial Attacks and Unknown Inputs An L2 gain Method Book Summary :

Cyber Physical Security For Power Grid Protection Book PDF
✏Book Title : Cyber Physical Security for Power Grid Protection
✏Author : Georgia Koutsandria
✏Publisher :
✏Release Date : 2014
✏Pages :
✏ISBN : 1321363060
✏Available Language : English, Spanish, And French

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✏Cyber Physical Security for Power Grid Protection Book Summary : Security of cyber-physical systems (CPSs), such as power systems, is becoming increasingly important due to the fact that these systems are accessible from the Internet, and therefore, are subject to a variety of threats that could have severe impact on their stability and performance. Network intrusion detection systems (NIDSs) are widely used to safeguard CPSs within a network perimeter from external threats by continuously monitoring and analyzing network traffic. This is a step up from the protection provided by traditional firewalls, since NIDS can sometimes go further than simple packet filters by performing more advanced types of deep packet inspection.This thesis focuses on a novel use of NIDS that we call hybrid control NIDS (HC-NIDS). The HC-NIDS is tailored to detect attacks on networks that support hybrid controllers with power grid protection schemes. The security policies, derived form the hybrid automaton that designates the expected operation of the system, combine knowledge of desired communication rules as well as physical laws and limits that the system should obey in order to characterize network traffic as "safe" or "unsafe". We apply HC-NIDS to two well-known protection mechanisms of power systems: the fault location, isolation and service restoration (FLISR) process in automated distribution systems (ADSs), and the power transformer's overcurrent protection scheme in transmission lines. For each case, we implement a set of specification-based intrusion detection rules based on the hybrid automaton that models the desired behavior of the system. Then, we create several attack scenarios to demonstrate our approach. As part of this evaluation, we developed an experimental framework that consists of a simulation of a physical system, and an emulation of the master controller, which implements the protection mechanism in the power grid, and allows communication via the Modbus TCP industrial control protocol.

Cyber Physical Systems Approach To Smart Electric Power Grid Book PDF
✏Book Title : Cyber Physical Systems Approach to Smart Electric Power Grid
✏Author : Siddhartha Kumar Khaitan
✏Publisher : Springer
✏Release Date : 2015-01-02
✏Pages : 385
✏ISBN : 9783662459287
✏Available Language : English, Spanish, And French

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✏Cyber Physical Systems Approach to Smart Electric Power Grid Book Summary : This book documents recent advances in the field of modeling, simulation, control, security and reliability of Cyber- Physical Systems (CPS) in power grids. The aim of this book is to help the reader gain insights into working of CPSs and understand their potential in transforming the power grids of tomorrow. This book will be useful for all those who are interested in design of cyber-physical systems, be they students or researchers in power systems, CPS modeling software developers, technical marketing professionals and business policy-makers.

📒Cybersecurity Lexicon ✍ Luis Ayala

Cybersecurity Lexicon Book PDF
✏Book Title : Cybersecurity Lexicon
✏Author : Luis Ayala
✏Publisher : Apress
✏Release Date : 2016-07-23
✏Pages : 200
✏ISBN : 9781484220689
✏Available Language : English, Spanish, And French

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✏Cybersecurity Lexicon Book Summary : Learn the threats and vulnerabilities of critical infrastructure to cybersecurity attack. Definitions are provided for cybersecurity technical terminology and hacker jargon related to automated control systems common to buildings, utilities, and industry. Buildings today are automated because the systems are complicated and so we depend on the building controls system (BCS) to operate the equipment. We also depend on a computerized maintenance management system (CMMS) to keep a record of what was repaired and to schedule required maintenance. SCADA, BCS, and CMMS all can be hacked. The Cybersecurity Lexicon puts cyber jargon related to building controls all in one place. The book is a handy desk reference for professionals interested in preventing cyber-physical attacks against their facilities in the real world. Discussion of attacks on automated control systems is clouded by a lack of standard definitions and a general misunderstanding about how bad actors can actually employ cyber technology as a weapon in the real world. This book covers: Concepts related to cyber-physical attacks and building hacks are listed alphabetically with text easily searchable by key phrase Definitions are providesd for technical terms related to equipment controls common to industry, utilities, and buildings—much of the terminology also applies to cybersecurity in general What You’ll learn Get a simple explanation of cybersecurity attack concepts Quickly assess the threat of the most common types of cybersecurity attacks to your facilities in real time Find the definition of facilities, engineering, and cybersecurity acronyms Who This Book Is For Architects, engineers, building managers, students, researchers, and consultants interested in cybersecurity attacks against facilities in the real world. Also for IT professionals getting involved in cybersecurity responsibilities.

Solutions For Cyber Physical Systems Ubiquity Book PDF
✏Book Title : Solutions for Cyber Physical Systems Ubiquity
✏Author : Druml, Norbert
✏Publisher : IGI Global
✏Release Date : 2017-07-20
✏Pages : 482
✏ISBN : 9781522528463
✏Available Language : English, Spanish, And French

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✏Solutions for Cyber Physical Systems Ubiquity Book Summary : Cyber-physical systems play a crucial role in connecting aspects of online life to physical life. By studying emerging trends in these systems, programming techniques can be optimized and strengthened to create a higher level of effectiveness. Solutions for Cyber-Physical Systems Ubiquity is a critical reference source that discusses the issues and challenges facing the implementation, usage, and challenges of cyber-physical systems. Highlighting relevant topics such as the Internet of Things, smart-card security, multi-core environments, and wireless sensor nodes, this scholarly publication is ideal for engineers, academicians, computer science students, and researchers that would like to stay abreast of current methodologies and trends involving cyber-physical system progression.

Cyber Attack Detection And Resilient State Estimation In Power Systems Book PDF
✏Book Title : Cyber attack Detection and Resilient State Estimation in Power Systems
✏Author : Ana Jevtić (Ph. D.)
✏Publisher :
✏Release Date : 2020
✏Pages : 108
✏ISBN : OCLC:1191625291
✏Available Language : English, Spanish, And French

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✏Cyber attack Detection and Resilient State Estimation in Power Systems Book Summary : Many critical infrastructures, such as transportation and electric energy networks, and health care, are now becoming highly integrated with information and communication technology, in order to be more efficient and reliable. These cyber-physical systems (CPS) now face an increasing threat of cyber-attacks. Intelligent attackers can leverage their knowledge of the system, disruption, and disclosure resources to critically damage the system while remaining undiscovered. In this dissertation, we develop a defense strategy, with the ability to uncover malicious and intelligent attacks and enable resilient operation of cyber-physical systems. Specifically, we apply this defense strategy to power systems, described by linear frequency dynamics around the nominal operating point. Our methodology is based on the notion of data aggregation as a tool for extracting internal information about the system that may be unknown to the attacker. As the first step to resilience and security, we propose several methods for active attack detection in cyber-physical systems. In one approach we design a clustering-based moving-target active detection algorithm and evaluate it against stealthy attacks on the 5-bus and 24-bus power grids. Next, we consider an approach based on Interaction Variables (IntVar), as another intuitive way to extract internal information in power grids. We evaluate the eectiveness of this approach on Automatic Generation Control (AGC), a vital control mechanism in today’s power grid. After an attack has been detected, mitigation procedures must be put in place to allow continued reliable operation or graceful degradation of the power grid. To that end, we develop a resilient state estimation algorithm, that provides the system operator with situational awareness in the presence of wide-spread coordinated cyber-attacks when many system measurements may become unavailable.

Critical Information Infrastructure Protection And Resilience In The Ict Sector Book PDF
✏Book Title : Critical Information Infrastructure Protection and Resilience in the ICT Sector
✏Author : Théron, Paul
✏Publisher : IGI Global
✏Release Date : 2013-02-28
✏Pages : 318
✏ISBN : 9781466629653
✏Available Language : English, Spanish, And French

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✏Critical Information Infrastructure Protection and Resilience in the ICT Sector Book Summary : With the progression of technological breakthroughs creating dependencies on telecommunications, the internet, and social networks connecting our society, CIIP (Critical Information Infrastructure Protection) has gained significant focus in order to avoid cyber attacks, cyber hazards, and a general breakdown of services. Critical Information Infrastructure Protection and Resilience in the ICT Sector brings together a variety of empirical research on the resilience in the ICT sector and critical information infrastructure protection in the context of uncertainty and lack of data about potential threats and hazards. This book presents a variety of perspectives on computer science, economy, risk analysis, and social sciences; beneficial to academia, governments, and other organisations engaged or interested in CIIP, Resilience and Emergency Preparedness in the ICT sector.

Critical Infrastructure Protection Efforts Of The Financial Services Sector To Address Cyber Threats Report To The Subcommittee On Domestic Monetary Policy Technology And Economic Growth Committee On Financial Services House Of Representatives  Book PDF
✏Book Title : Critical infrastructure protection efforts of the financial services sector to address cyber threats report to the Subcommittee on Domestic Monetary Policy Technology and Economic Growth Committee on Financial Services House of Representatives
✏Author :
✏Publisher : DIANE Publishing
✏Release Date :
✏Pages :
✏ISBN : 9781428939509
✏Available Language : English, Spanish, And French

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✏Critical infrastructure protection efforts of the financial services sector to address cyber threats report to the Subcommittee on Domestic Monetary Policy Technology and Economic Growth Committee on Financial Services House of Representatives Book Summary :

📒Securing Cyber Physical Systems ✍ Al-Sakib Khan Pathan

Securing Cyber Physical Systems Book PDF
✏Book Title : Securing Cyber Physical Systems
✏Author : Al-Sakib Khan Pathan
✏Publisher : CRC Press
✏Release Date : 2015-10-06
✏Pages : 426
✏ISBN : 9781498700993
✏Available Language : English, Spanish, And French

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✏Securing Cyber Physical Systems Book Summary : Think about someone taking control of your car while you're driving. Or, someone hacking into a drone and taking control. Both of these things have been done, and both are attacks against cyber-physical systems (CPS). Securing Cyber-Physical Systems explores the cybersecurity needed for CPS, with a focus on results of research and real-world deployment experiences. It addresses CPS across multiple sectors of industry. CPS emerged from traditional engineered systems in the areas of power and energy, automotive, healthcare, and aerospace. By introducing pervasive communication support in those systems, CPS made the systems more flexible, high-performing, and responsive. In general, these systems are mission-critical—their availability and correct operation is essential. This book focuses on the security of such mission-critical systems. Securing Cyber-Physical Systems brings together engineering and IT experts who have been dealing separately with these issues. The contributed chapters in this book cover a broad range of CPS security topics, including: Securing modern electrical power systems Using moving target defense (MTD) techniques to secure CPS Securing wireless sensor networks (WSNs) used for critical infrastructures Mechanisms to improve cybersecurity and privacy in transportation CPS Anticipated cyberattacks and defense approaches for next-generation autonomous vehicles Security issues, vulnerabilities, and challenges in the Internet of Things Machine-to-machine (M2M) communication security Security of industrial control systems Designing "trojan-resilient" integrated circuits While CPS security techniques are constantly evolving, this book captures the latest advancements from many different fields. It should be a valuable resource for both professionals and students working in network, web, computer, or embedded system security.

Communication And Security In Cyber Physical Systems Book PDF
✏Book Title : Communication and Security in Cyber physical Systems
✏Author : Mohammad Javad Khojasteh
✏Publisher :
✏Release Date : 2019
✏Pages : 253
✏ISBN : OCLC:1135503141
✏Available Language : English, Spanish, And French

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✏Communication and Security in Cyber physical Systems Book Summary : Recent technological advances in networking, communication, and computation technologies have enabled the development of cyber-physical systems and cloud robotics, where computing, communication, and control are tightly coupled and integrated into a single distributed platform. These systems open the door to a myriad of new and exciting applications in transportation, health care, agriculture, energy, and many others. The need for the tight integration of different components, requirements, and time scales means that the modeling, analysis, and design of these systems present new challenges. We focus on two aspects of emerging systems architecture. Firstly, we investigate the presence of finite-rate, digital communication channels with delays in the feedback loop. In this context, we study event-triggering strategies that utilize timing information by transmitting in a state-dependent fashion. The proposed event-triggering strategies utilize the available communication resources more efficiently compared to existed time-triggering setups. Secondly, the distributed nature of cyber-physical systems and cloud robotics is their Achilles' heel, as it is a source of vulnerability to cyber-attacks. In this regard, we introduce the problem of learning-based attacks in these systems, and we show how the controller can impede these attacks by superimposing a carefully crafted privacy-enhancing signal upon its control policy.