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Cybersecurity for Reconfigurable Hardware Based Critical Infrastructures de Krishnendu Guha

Cybersecurity for Reconfigurable Hardware Based Critical Infrastructures

Autor Krishnendu Guha, Jyoti Prakash Singh, Amlan Chakrabarti
en Limba Engleză Hardback – 23 oct 2024

Protejarea infrastructurilor critice împotriva amenințărilor cibernetice necesită astăzi o înțelegere profundă a arhitecturilor hardware reconfigurabile. Problema tehnică centrală abordată în Cybersecurity for Reconfigurable Hardware Based Critical Infrastructures este vulnerabilitatea platformelor de tip FPGA în fața atacurilor sofisticate care pot paraliza rețelele de utilități sau sistemele industriale. Observăm că autorii nu se limitează la o analiză teoretică, ci propun un cadru de lucru care integrează securitatea în ciclul de viață al designului hardware.

Structura volumului este riguros organizată pentru a ghida cititorul de la fundamentele hardware-ului reconfigurabil către strategii complexe de administrare și planificare. Reținem capitolele dedicate auditării și monitorizării, care stabilesc bazele pentru secțiunile avansate despre control și contramăsuri. Un element distinctiv este introducerea tehnicilor de AI/ML pentru detecția anomaliilor, o necesitate în contextul Industry 4.0. Abordarea diferă de Handbook of Cybersecurity prin focalizarea strictă pe nivelul hardware și pe specificul sistemelor reconfigurabile, fiind mult mai aplicabilă pentru inginerii care lucrează direct cu implementări fizice.

În contextul operei autorului, această lucrare extinde cercetările anterioare regăsite în Self Aware Security for Real Time Task Schedules in Reconfigurable Hardware Platforms. Dacă volumul precedent se concentra pe programarea sarcinilor în timp real, titlul de față lărgește spectrul către criminalistica digitală și răspunsul la incidente la nivel de infrastructură națională. Finalul cărții oferă o experiență practică esențială, un tutorial hands-on care transformă conceptele abstracte în competențe de proiectare securizată, oferind un avantaj clar față de tratatele pur descriptive precum Intelligent Cybersecurity and Resilience for Critical Industries.

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Specificații

ISBN-13: 9783031675904
ISBN-10: 3031675908
Pagini: 250
Ilustrații: Approx. 250 p.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland

De ce să citești această carte

Recomandăm această lucrare inginerilor de sistem și cercetătorilor care au nevoie de o metodologie clară pentru securizarea dispozitivelor FPGA utilizate în sectoare critice. Cititorul câștigă o perspectivă tehnică asupra modului în care AI poate fi utilizat pentru apărarea hardware, beneficiind totodată de un ghid practic pentru simularea atacurilor și implementarea contramăsurilor eficiente în medii industriale reale.

Despre autor

Krishnendu Guha, Jyoti Prakash Singh și Amlan Chakrabarti sunt experți recunoscuți în domeniul calculului reconfigurabil și al securității hardware. Krishnendu Guha s-a specializat în strategii de securitate self-aware pentru platforme embedded, publicând lucrări de referință despre reziliența sistemelor în timp real. Amlan Chakrabarti aduce o vastă experiență în ingineria sistemelor și proiectarea VLSI, contribuind la integrarea tehnologiilor emergente precum AI în arhitecturile de securitate. Împreună, autorii combină rigoarea academică cu expertiza practică necesară pentru a aborda provocările actuale ale securității cibernetice în infrastructurile critice.

Descriere scurtă

The book commences with an introductory section on reconfigurable computing and thereafter delves into its applications in critical infrastructures. This book analyzes how such systems may be affected due to vulnerabilities and also discusses how these can be attacked by adversaries or cybercriminals. This book also discusses protection mechanisms related to such threats. It initially starts with an introduction to the various industrial revolutions and the changes in security needs, followed by a basic description of reconfigurable hardware based critical infrastructures. Further, the book contains discussion on security administration and planning, auditing, monitoring and analysis, risk-response and recovery, control and countermeasures highlighting  their need in reconfigurable hardware-based platforms. In addition to these, new concepts are introduced such as AI/ML for cybersecurity, digital forensics related to reconfigurable hardware based critical infrastructures. Finally, a hands on learning experience is presented to provide the readers with a practical flavour.  
The book will be useful to students (graduate and undergraduate), researchers, academicians and industry professionals.

Cuprins

Introduction.- Reconfigurable Hardware.- Security Administration & Planning.- Auditing.- Monitoring & Analysis.- Risk, Response and Recovery.- Control and Countermeasures.- AI/ML in Cyber-Security.- Digital Forensics.- Tutorial for Hands on Reconfigurable Hardware: System Design, Attacks, Security.

Notă biografică

Dr. Krishnendu Guha is presently an Assistant Professor/ Lecturer in the School of Computer Science and Information Technology, University College Cork (UCC), Ireland. Prior to this, he was a Post Doctoral Research Associate in University of Florida, USA. He also held the position of an Assistant Professor (Temporary Faculty) in National Institute of Technology, Jamshedpur, India. He even served as a Visiting Scientist in Indian Statistical Institute, Kolkata, India. He completed his PhD from University of Calcutta, India as an INSPIRE Fellow under the Department of Science and Technology, Government of India. He was also associated with Intel India as a Research Fellow. He completed his MTech from University of Calcutta, where he secured the First Class First Rank and was the University Gold Medalist. He has published several research articles in top level journals, conferences and magazines and a book, published by Springer. He works as a reviewer for several IEEE and Springer journals and conferences. Presently, he is a member of IEEE, ACM and IAENG.  Presently in Ireland, he heads the QuEST (Quantum and Embedded Security and Technologies) Research Group and is a part of CONNECT and CRT ADVANCE centers of Science Foundation Ireland. His research arena essentially involve Embedded Systems and Hardware Security, Quantum Computing, Real Time Systems Security with focus on cloud and IoT platforms. He also has a strong interest in Artificial Intelligence and Nature Inspired Approaches.
Jyoti Prakash Singh is an Associate Professor in the Department of Computer Science and Engineering at the National Institute of Technology Patna, India. He has co-authored seven textbooks and one edited book. He has published over 80 international journal publications in SCIE-indexed journals of reputed publications such as IEEE, ACM, Springer, Elsevier, Taylor and Francis etc. He has also published more than 75 international conference proceedings. He has two Indian patents granted in the field of Malware Analysis for Mobile devices.  He was involved as an investigator in the MeitY-sponsored project to develop algorithms for spam calls/fake calls in a telephonic conversation. Dr Singh has been recognized as “World ranking of the top 2% scientists” in the area of “Artificial Intelligence” (the year 2021 and 2022), according to a survey given by Stanford University, USA. He was awarded the S4DS Data Scientist (Academia) Award by the Society for Data Science in 2020. He is an Associate Editor of the International Journal of Electronic Government Research by IGI global and Network Computation in Neural Systems by Taylor & Francis. 
Amlan Chakrabarti is presently Professor and Director of A. K. Choudhury School of Information Technology (AKCSIT), University of Calcutta. Prior to this, he completed his post-doctoral research at Princeton University after completing his Ph.D. from the University of Calcutta in association with ISI, Kolkata. He has been associated with research projects funded by government agencies and industries related to Reconfigurable Architecture, VLSI Design, Security for Cyber-physical Systems, Internet of Things, Machine Learning, Computer Vision and Quantum Computing. He is the Series Editor of Springer Transactions on Computer Systems and Networks and Associate Editor of Elsevier Journal of Computers and Electrical Engineering. His present research interests include Reconfigurable Computing, Embedded Systems Design, VLSI Design, Quantum Computing and Computer Vision. He has published 200+ research papers international journals and conferences and has graduated 22 Ph.D. students to date. He is a Distinguished Visitor of IEEE Computer Society and Distinguished Speaker of ACM (2017-2020).

Caracteristici

Demonstrates how the common issues of cybersecurity are applicable for reconfigurable hardware based critical infrastructures Presents a chapter that focuses on hands on learning Analyzes how reconfigurable hardware based critical Infrastructures can be attacked by adversaries or cybercriminals