Computer Architecture and Design Methodologies – serie

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30 produkter

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30 produkter

Invasive Tightly Coupled Processor Arrays
AvVAHID LARI
Inbunden, Engelska, 2016
1 122 kr
Skickas inom 10-15 vardagar
This book introduces new massively parallel computer (MPSoC) architectures called invasive tightly coupled processor arrays. It proposes strategies, architecture designs, and programming interfaces for invasive TCPAs that allow invading and subsequently executing loop programs with strict requirements or guarantees of non-functional execution qualities such as performance, power consumption, and reliability. For the first time, such a configurable processor array architecture consisting of locally interconnected VLIW processing elements can be claimed by programs, either in full or in part, using the principle of invasive computing. Invasive TCPAs provide unprecedented energy efficiency for the parallel execution of nested loop programs by avoiding any global memory access such as GPUs and may even support loops with complex dependencies such as loop-carried dependencies that are not amenable to parallel execution on GPUs. For this purpose, the book proposes different invasion strategies for claiming a desired number of processing elements (PEs) or region within a TCPA exclusively for an application according to performance requirements. It not only presents models for implementing invasion strategies in hardware, but also proposes two distinct design flavors for dedicated hardware components to support invasion control on TCPAs.
Domain Specific High-Level Synthesis for Cryptographic Workloads
AvAyesha Khalid,Goutam Paulm. fl.
Inbunden, Engelska, 2019
1 122 kr
Skickas inom 10-15 vardagar
This book offers an in-depth study of the design and challenges addressed by a high-level synthesis tool targeting a specific class of cryptographic kernels, i.e. symmetric key cryptography. With the aid of detailed case studies, it also discusses optimization strategies that cannot be automatically undertaken by CRYKET (Cryptographic kernels toolkit. The dynamic nature of cryptography, where newer cryptographic functions and attacks frequently surface, means that such a tool can help cryptographers expedite the very large scale integration (VLSI) design cycle by rapidly exploring various design alternatives before reaching an optimal design option. Features include flexibility in cryptographic processors to support emerging cryptanalytic schemes; area-efficient multinational designs supporting various cryptographic functions; and design scalability on modern graphics processing units (GPUs). These case studies serve as a guide to cryptographers exploring the design of efficient cryptographic implementations.
High-level Estimation and Exploration of Reliability for Multi-Processor System-on-Chip
AvZheng Wang,Anupam Chattopadhyay
Inbunden, Engelska, 2017
1 122 kr
Skickas inom 10-15 vardagar
This book introduces a novel framework for accurately modeling the errors in nanoscale CMOS technology and developing a smooth tool flow at high-level design abstractions to estimate and mitigate the effects of errors. The book presents novel techniques for high-level fault simulation and reliability estimation as well as architecture-level and system-level fault tolerant designs. It also presents a survey of state-of-the-art problems and solutions, offering insights into reliability issues in digital design and their cross-layer countermeasures.
Fault Tolerant Architectures for Cryptography and Hardware Security
AvSIKHAR PATRANABIS,Debdeep Mukhopadhyay
Inbunden, Engelska, 2018
1 568 kr
Skickas inom 10-15 vardagar
This book uses motivating examples and real-life attack scenarios to introduce readers to the general concept of fault attacks in cryptography. It offers insights into how the fault tolerance theories developed in the book can actually be implemented, with a particular focus on a wide spectrum of fault models and practical fault injection techniques, ranging from simple, low-cost techniques to high-end equipment-based methods. It then individually examines fault attack vulnerabilities in symmetric, asymmetric and authenticated encryption systems. This is followed by extensive coverage of countermeasure techniques and fault tolerant architectures that attempt to thwart such vulnerabilities. Lastly, it presents a case study of a comprehensive FPGA-based fault tolerant architecture for AES-128, which brings together of a number of the fault tolerance techniques presented. It concludes with a discussion on how fault tolerance can be combined with side channel security to achieve protection against implementation-based attacks. The text is supported by illustrative diagrams, algorithms, tables and diagrams presenting real-world experimental results.
Invasive Computing for Mapping Parallel Programs to Many-Core Architectures
AvAndreas Weichslgartner,Stefan Wildermannm. fl.
Inbunden, Engelska, 2018
1 122 kr
Skickas inom 10-15 vardagar
This book provides an overview of and essential insights on invasive computing. Pursuing a comprehensive approach, it addresses proper concepts, invasive language constructs, and the principles of invasive hardware. The main focus is on the important topic of how to map task-parallel applications to future multi-core architectures including 1,000 or more processor units. A special focus today is the question of how applications can be mapped onto such architectures while not only taking into account functional correctness, but also non-functional execution properties such as execution times and security properties. The book provides extensive experimental evaluations, investigating the benefits of applying invasive computing and hybrid application mapping to give guarantees on non-functional properties such as timing, energy, and security. The techniques in this book are presented in a step-by-step manner, supported by examples and figures. All proposedideas for providing guarantees on performance, energy consumption, and security are enabled by using the concept of invasive computing and the exclusive usage of resources.
Energy Efficient High Performance Processors
Recent Approaches for Designing Green High Performance Computing
AvJawad Haj-Yahya,Avi Mendelsonm. fl.
Inbunden, Engelska, 2018
1 345 kr
Skickas inom 10-15 vardagar
This book explores energy efficiency techniques for high-performance computing (HPC) systems using power-management methods. Adopting a step-by-step approach, it describes power-management flows, algorithms and mechanism that are employed in modern processors such as Intel Sandy Bridge, Haswell, Skylake and other architectures (e.g. ARM). Further, it includes practical examples and recent studies demonstrating how modem processors dynamically manage wide power ranges, from a few milliwatts in the lowest idle power state, to tens of watts in turbo state. Moreover, the book explains how thermal and power deliveries are managed in the context this huge power range. The book also discusses the different metrics for energy efficiency, presents several methods and applications of the power and energy estimation, and shows how by using innovative power estimation methods and new algorithms modern processors are able to optimize metrics such as power, energy, and performance. Different power estimation tools are presented, including tools that break down the power consumption of modern processors at sub-processor core/thread granularity. The book also investigates software, firmware and hardware coordination methods of reducing power consumption, for example a compiler-assisted power management method to overcome power excursions. Lastly, it examines firmware algorithms for dynamic cache resizing and dynamic voltage and frequency scaling (DVFS) for memory sub-systems.
Invasive Tightly Coupled Processor Arrays
AvVAHID LARI
Häftad, Engelska, 2018
1 450 kr
Skickas inom 5-8 vardagar
This book introduces new massively parallel computer (MPSoC) architectures called invasive tightly coupled processor arrays. It proposes strategies, architecture designs, and programming interfaces for invasive TCPAs that allow invading and subsequently executing loop programs with strict requirements or guarantees of non-functional execution qualities such as performance, power consumption, and reliability. For the first time, such a configurable processor array architecture consisting of locally interconnected VLIW processing elements can be claimed by programs, either in full or in part, using the principle of invasive computing. Invasive TCPAs provide unprecedented energy efficiency for the parallel execution of nested loop programs by avoiding any global memory access such as GPUs and may even support loops with complex dependencies such as loop-carried dependencies that are not amenable to parallel execution on GPUs. For this purpose, the book proposes different invasion strategies for claiming a desired number of processing elements (PEs) or region within a TCPA exclusively for an application according to performance requirements. It not only presents models for implementing invasion strategies in hardware, but also proposes two distinct design flavors for dedicated hardware components to support invasion control on TCPAs.
High-level Estimation and Exploration of Reliability for Multi-Processor System-on-Chip
AvZheng Wang,Anupam Chattopadhyay
Häftad, Engelska, 2018
1 122 kr
Skickas inom 10-15 vardagar
This book introduces a novel framework for accurately modeling the errors in nanoscale CMOS technology and developing a smooth tool flow at high-level design abstractions to estimate and mitigate the effects of errors. The book presents novel techniques for high-level fault simulation and reliability estimation as well as architecture-level and system-level fault tolerant designs. It also presents a survey of state-of-the-art problems and solutions, offering insights into reliability issues in digital design and their cross-layer countermeasures.
Compact and Fast Machine Learning Accelerator for IoT Devices
AvHantao Huang,Hao Yu
Inbunden, Engelska, 2018
1 456 kr
Skickas inom 10-15 vardagar
This book presents the latest techniques for machine learning based data analytics on IoT edge devices. A comprehensive literature review on neural network compression and machine learning accelerator is presented from both algorithm level optimization and hardware architecture optimization. Coverage focuses on shallow and deep neural network with real applications on smart buildings. The authors also discuss hardware architecture design with coverage focusing on both CMOS based computing systems and the new emerging Resistive Random-Access Memory (RRAM) based systems. Detailed case studies such as indoor positioning, energy management and intrusion detection are also presented for smart buildings.
Fault Tolerant Architectures for Cryptography and Hardware Security
AvSIKHAR PATRANABIS,Debdeep Mukhopadhyay
Häftad, Engelska, 2018
1 568 kr
Skickas inom 10-15 vardagar
This book uses motivating examples and real-life attack scenarios to introduce readers to the general concept of fault attacks in cryptography. It offers insights into how the fault tolerance theories developed in the book can actually be implemented, with a particular focus on a wide spectrum of fault models and practical fault injection techniques, ranging from simple, low-cost techniques to high-end equipment-based methods. It then individually examines fault attack vulnerabilities in symmetric, asymmetric and authenticated encryption systems. This is followed by extensive coverage of countermeasure techniques and fault tolerant architectures that attempt to thwart such vulnerabilities. Lastly, it presents a case study of a comprehensive FPGA-based fault tolerant architecture for AES-128, which brings together of a number of the fault tolerance techniques presented. It concludes with a discussion on how fault tolerance can be combined with side channel security to achieve protection against implementation-based attacks. The text is supported by illustrative diagrams, algorithms, tables and diagrams presenting real-world experimental results.
Energy Efficient High Performance Processors
Recent Approaches for Designing Green High Performance Computing
AvJawad Haj-Yahya,Avi Mendelsonm. fl.
Häftad, Engelska, 2019
1 345 kr
Skickas inom 10-15 vardagar
This book explores energy efficiency techniques for high-performance computing (HPC) systems using power-management methods. Adopting a step-by-step approach, it describes power-management flows, algorithms and mechanism that are employed in modern processors such as Intel Sandy Bridge, Haswell, Skylake and other architectures (e.g. ARM). Further, it includes practical examples and recent studies demonstrating how modem processors dynamically manage wide power ranges, from a few milliwatts in the lowest idle power state, to tens of watts in turbo state. Moreover, the book explains how thermal and power deliveries are managed in the context this huge power range. The book also discusses the different metrics for energy efficiency, presents several methods and applications of the power and energy estimation, and shows how by using innovative power estimation methods and new algorithms modern processors are able to optimize metrics such as power, energy, and performance. Different power estimation tools are presented, including tools that break down the power consumption of modern processors at sub-processor core/thread granularity. The book also investigates software, firmware and hardware coordination methods of reducing power consumption, for example a compiler-assisted power management method to overcome power excursions. Lastly, it examines firmware algorithms for dynamic cache resizing and dynamic voltage and frequency scaling (DVFS) for memory sub-systems.
Invasive Computing for Mapping Parallel Programs to Many-Core Architectures
AvAndreas Weichslgartner,Stefan Wildermannm. fl.
Häftad, Engelska, 2018
1 122 kr
Skickas inom 10-15 vardagar
This book provides an overview of and essential insights on invasive computing. Pursuing a comprehensive approach, it addresses proper concepts, invasive language constructs, and the principles of invasive hardware. The main focus is on the important topic of how to map task-parallel applications to future multi-core architectures including 1,000 or more processor units. A special focus today is the question of how applications can be mapped onto such architectures while not only taking into account functional correctness, but also non-functional execution properties such as execution times and security properties. The book provides extensive experimental evaluations, investigating the benefits of applying invasive computing and hybrid application mapping to give guarantees on non-functional properties such as timing, energy, and security. The techniques in this book are presented in a step-by-step manner, supported by examples and figures. All proposedideas for providing guarantees on performance, energy consumption, and security are enabled by using the concept of invasive computing and the exclusive usage of resources.
Fully Homomorphic Encryption in Real World Applications
AvAyantika Chatterjee,Khin Mi Mi Aung
Inbunden, Engelska, 2019
1 679 kr
Skickas inom 10-15 vardagar
This book explores the latest developments in fully homomorphic encryption (FHE), an effective means of performing arbitrary operations on encrypted data before storing it in the ‘cloud’. The book begins by addressing perennial problems like sorting and searching through FHE data, followed by a detailed discussion of the basic components of any algorithm and adapting them to handle FHE data. In turn, the book focuses on algorithms in both non-recursive and recursive versions and discusses their realizations and challenges while operating in the FHE domain on existing unencrypted processors. It highlights potential complications and proposes solutions for encrypted database design with complex queries, including the basic design details of an encrypted processor architecture to support FHE operations in real-world applications.
Fully Homomorphic Encryption in Real World Applications
AvAyantika Chatterjee,Khin Mi Mi Aung
Häftad, Engelska, 2020
1 679 kr
Skickas inom 10-15 vardagar
This book explores the latest developments in fully homomorphic encryption (FHE), an effective means of performing arbitrary operations on encrypted data before storing it in the ‘cloud’. The book begins by addressing perennial problems like sorting and searching through FHE data, followed by a detailed discussion of the basic components of any algorithm and adapting them to handle FHE data. In turn, the book focuses on algorithms in both non-recursive and recursive versions and discusses their realizations and challenges while operating in the FHE domain on existing unencrypted processors. It highlights potential complications and proposes solutions for encrypted database design with complex queries, including the basic design details of an encrypted processor architecture to support FHE operations in real-world applications.
Modeling and Simulation of Invasive Applications and Architectures
AvSascha Roloff,Frank Hannigm. fl.
Inbunden, Engelska, 2019
1 122 kr
Skickas inom 10-15 vardagar
This book covers two main topics: First, novel fast and flexible simulation techniques for modern heterogeneous NoC-based multi-core architectures. These are implemented in the full-system simulator called InvadeSIM and designed to study the dynamic behavior of hundreds of parallel application programs running on such architectures while competing for resources. Second, a novel actor-oriented programming library called ActorX10, which allows to formally model parallel streaming applications by actor graphs and to analyze predictable execution behavior as part of so-called hybrid mapping approaches, which are used to guarantee real-time requirements of such applications at design time independent from dynamic workloads by a combination of static analysis and dynamic embedding.
Modeling and Simulation of Invasive Applications and Architectures
AvSascha Roloff,Frank Hannigm. fl.
Häftad, Engelska, 2020
1 122 kr
Skickas inom 10-15 vardagar
This book covers two main topics: First, novel fast and flexible simulation techniques for modern heterogeneous NoC-based multi-core architectures. These are implemented in the full-system simulator called InvadeSIM and designed to study the dynamic behavior of hundreds of parallel application programs running on such architectures while competing for resources. Second, a novel actor-oriented programming library called ActorX10, which allows to formally model parallel streaming applications by actor graphs and to analyze predictable execution behavior as part of so-called hybrid mapping approaches, which are used to guarantee real-time requirements of such applications at design time independent from dynamic workloads by a combination of static analysis and dynamic embedding.
Hardware Oriented Authenticated Encryption Based on Tweakable Block Ciphers
AvMustafa Khairallah
Inbunden, Engelska, 2021
1 679 kr
Skickas inom 10-15 vardagar
This book presents the use of tweakable block ciphers for lightweight authenticated encryption, especially applications targeted toward hardware acceleration where such efficient schemes have demonstrated competitive performance and strong provable security with large margins. The first part of the book describes and analyzes the hardware implementation aspects of state-of-the-art tweakable block cipher-based mode ΘCB3. With this approach, a framework for studying a class of tweakable block cipher-based schemes is developed and two family of authenticated encryption algorithms are designed for the lightweight standardization project initiated by the National Institute of Standards and Technology (NIST): Romulus and Remus. The Romulus family is a finalist for standardization and targets a wide range of applications and performance trade-offs which will prove interesting to engineers, hardware designers, and students who work in symmetric key cryptography.
Hardware Oriented Authenticated Encryption Based on Tweakable Block Ciphers
AvMustafa Khairallah
Häftad, Engelska, 2022
1 679 kr
Skickas inom 10-15 vardagar
This book presents the use of tweakable block ciphers for lightweight authenticated encryption, especially applications targeted toward hardware acceleration where such efficient schemes have demonstrated competitive performance and strong provable security with large margins. The first part of the book describes and analyzes the hardware implementation aspects of state-of-the-art tweakable block cipher-based mode ΘCB3. With this approach, a framework for studying a class of tweakable block cipher-based schemes is developed and two family of authenticated encryption algorithms are designed for the lightweight standardization project initiated by the National Institute of Standards and Technology (NIST): Romulus and Remus. The Romulus family is a finalist for standardization and targets a wide range of applications and performance trade-offs which will prove interesting to engineers, hardware designers, and students who work in symmetric key cryptography.
Classical and Physical Security of Symmetric Key Cryptographic Algorithms
AvAnubhab Baksi
Inbunden, Engelska, 2021
1 679 kr
Skickas inom 10-15 vardagar
This book consolidates several key aspects from the state-of-the-art research in symmetric key cryptography, which is among the cornerstones of digital security. It presents the content in an informative yet beginner-friendly, accompanied with toy examples and comprehensible graphics. In particular, it highlights the recent developments in tool-assisted analysis of ciphers. Furthermore, promising device-dependent attacks, such as fault attack and side channel attacks on symmetric key ciphers, are discussed in detail. One salient feature of this book is to present a detailed analysis of various fault countermeasures. The coverage of our book is quite diverse—it ranges from prerequisite information, latest research contribution as well as future research directions. It caters to students and researchers working in the field of cryptography.
Classical and Physical Security of Symmetric Key Cryptographic Algorithms
AvAnubhab Baksi
Häftad, Engelska, 2022
1 679 kr
Skickas inom 10-15 vardagar
This book consolidates several key aspects from the state-of-the-art research in symmetric key cryptography, which is among the cornerstones of digital security. It presents the content in an informative yet beginner-friendly, accompanied with toy examples and comprehensible graphics. In particular, it highlights the recent developments in tool-assisted analysis of ciphers. Furthermore, promising device-dependent attacks, such as fault attack and side channel attacks on symmetric key ciphers, are discussed in detail. One salient feature of this book is to present a detailed analysis of various fault countermeasures. The coverage of our book is quite diverse—it ranges from prerequisite information, latest research contribution as well as future research directions. It caters to students and researchers working in the field of cryptography.
Emerging Computing: From Devices to Systems
Looking Beyond Moore and Von Neumann
AvMohamed M. Sabry Aly,Anupam Chattopadhyay
Inbunden, Engelska, 2022
971 kr
Skickas inom 5-8 vardagar
The book covers a range of topics dealing with emerging computing technologies which are being developed in response to challenges faced due to scaling CMOS technologies. It provides a sneak peek into the capabilities unleashed by these technologies across the complete system stack, with contributions by experts discussing device technology, circuit, architecture and design automation flows. Presenting a gradual progression of the individual sub-domains and the open research and adoption challenges, this book will be of interest to industry and academic researchers, technocrats and policymakers.Chapters "Innovative Memory Architectures Using Functionality Enhanced Devices" and "Intelligent Edge Biomedical Sensors in the Internet of Things (IoT) Era" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Emerging Computing: From Devices to Systems
Looking Beyond Moore and Von Neumann
AvMohamed M. Sabry Aly,Anupam Chattopadhyay
Häftad, Engelska, 2023
727 kr
Skickas inom 5-8 vardagar
The book covers a range of topics dealing with emerging computing technologies which are being developed in response to challenges faced due to scaling CMOS technologies. It provides a sneak peek into the capabilities unleashed by these technologies across the complete system stack, with contributions by experts discussing device technology, circuit, architecture and design automation flows. Presenting a gradual progression of the individual sub-domains and the open research and adoption challenges, this book will be of interest to industry and academic researchers, technocrats and policymakers.Chapters "Innovative Memory Architectures Using Functionality Enhanced Devices" and "Intelligent Edge Biomedical Sensors in the Internet of Things (IoT) Era" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Practical Guide for Simulation and FPGA Implementation of Digital Design
AvBekkay Hajji,Adel Mellitm. fl.
Inbunden, Engelska, 2022
1 791 kr
Skickas inom 10-15 vardagar
This book introduces the FPGA technology used in the laboratory sessions, and provides a step-by-step guide for designing and simulation of digital circuits. It utilizes the VHDL language, which is one of the most common language used to describe the design of digital systems. The Quartus II, Xilinx ISE 14.7 and ModelSim software are used to process the VHDL code and make simulations, and then the Altera and Xilinx FPGA platforms are employed to implement the simulated digital designs. The book is composed of four parts. The first part of this book has two chapters and covers various aspects: FPGA architectures, ASIC vs FPGA comparison, FPGA design flow and basic VHDL concepts necessary to describe the design of digital systems. The second part of the book includes three chapters that deal with the design of digital circuits such as combinational logic circuits, sequential logic circuits and finite state machines. The third part of the book is reserved for laboratory projects carried out on the FPGA platform. It is a largely hands-on lab class for design digital circuits and implementing their designs on the Altera FPGA platform. Finally, the fourth part of this work is devoted to recent applications carried out on FPGAs, in particular advanced techniques in renewable energy systems. The book is primarily intended for students, scholars, and industrial practitioners interested in the design of modern digital systems.
Practical Guide for Simulation and FPGA Implementation of Digital Design
AvBekkay Hajji,Adel Mellitm. fl.
Häftad, Engelska, 2023
1 791 kr
Skickas inom 10-15 vardagar
This book introduces the FPGA technology used in the laboratory sessions, and provides a step-by-step guide for designing and simulation of digital circuits. It utilizes the VHDL language, which is one of the most common language used to describe the design of digital systems. The Quartus II, Xilinx ISE 14.7 and ModelSim software are used to process the VHDL code and make simulations, and then the Altera and Xilinx FPGA platforms are employed to implement the simulated digital designs. The book is composed of four parts. The first part of this book has two chapters and covers various aspects: FPGA architectures, ASIC vs FPGA comparison, FPGA design flow and basic VHDL concepts necessary to describe the design of digital systems. The second part of the book includes three chapters that deal with the design of digital circuits such as combinational logic circuits, sequential logic circuits and finite state machines. The third part of the book is reserved for laboratory projects carried out on the FPGA platform. It is a largely hands-on lab class for design digital circuits and implementing their designs on the Altera FPGA platform. Finally, the fourth part of this work is devoted to recent applications carried out on FPGAs, in particular advanced techniques in renewable energy systems. The book is primarily intended for students, scholars, and industrial practitioners interested in the design of modern digital systems.
Lattice-Based Public-Key Cryptography in Hardware
AvSujoy Sinha Roy,Ingrid Verbauwhede
Inbunden, Engelska, 2019
620 kr
Skickas inom 10-15 vardagar
This book describes the efficient implementation of public-key cryptography (PKC) to address the security challenges of massive amounts of information generated by the vast network of connected devices, ranging from tiny Radio Frequency Identification (RFID) tags to powerful desktop computers. It investigates implementation aspects of post quantum PKC and homomorphic encryption schemes whose security is based on the hardness of the ring-learning with error (LWE) problem. The work includes designing an FPGA-based accelerator to speed up computation on encrypted data in the cloud computer. It also proposes a more practical scheme that uses a special module called recryption box to assist homomorphic function evaluation, roughly 20 times faster than the implementation without this module.
Lattice-Based Public-Key Cryptography in Hardware
AvSujoy Sinha Roy,Ingrid Verbauwhede
Häftad, Engelska, 2020
620 kr
Skickas inom 10-15 vardagar
This book describes the efficient implementation of public-key cryptography (PKC) to address the security challenges of massive amounts of information generated by the vast network of connected devices, ranging from tiny Radio Frequency Identification (RFID) tags to powerful desktop computers. It investigates implementation aspects of post quantum PKC and homomorphic encryption schemes whose security is based on the hardness of the ring-learning with error (LWE) problem. The work includes designing an FPGA-based accelerator to speed up computation on encrypted data in the cloud computer. It also proposes a more practical scheme that uses a special module called recryption box to assist homomorphic function evaluation, roughly 20 times faster than the implementation without this module.
Quantum Arithmetic
Unlocking the Future of Computing
AvSiyi Wang,Anupam Chattopadhyay
Inbunden, Engelska, 2026
1 456 kr
Skickas inom 10-15 vardagar
This book bridges the gap between classical arithmetic circuit design and its quantum computing counterparts. It explores innovative approaches to designing and optimizing arithmetic circuits for quantum computing, offering practical solutions that advance the field. The subject of this book encompasses quantum adders, multipliers, and dividers, highlighting their efficiency improvements and potential real-world applications in areas such as quantum cryptography, machine learning, and optimization tasks.This book is rooted in a rigorous exploration of both classical and quantum computation, providing readers with a clear progression from classical arithmetic to its quantum equivalents. Methods like quantum circuit depth optimization, resource reduction techniques, and modular arithmetic designs are thoroughly discussed. These topics are of particular interest to researchers, students, and professionals who seek to understand how quantum computing can overcome the limitations of classical hardware.Special features include detailed diagrams of circuit designs, tables comparing classical and quantum performance metrics, and step-by-step explanations that make complex ideas accessible. Each chapter concludes with key takeaways to reinforce understanding and guide further study. This book also maps these designs to real-world Noisy Intermediate-Scale Quantum (NISQ) hardware, validating their functionality and efficiency. Readers benefit from the book’s clear structure, practical design insights, and coverage of cutting-edge advancements, making it an essential resource for anyone working on the forefront of quantum technology.
Robust AI: Security and Privacy Issues in Machine Learning
Pre-adoption Scrutiny of Security and Privacy Guarantees of AI Algorithms
AvNandish Chattopadhyay,Anupam Chattopadhyaym. fl.
Inbunden, Engelska, 2027
3 084 kr
Kommande
This book studies in detail the robustness of machine learning (ML) algorithms involved in dealing with vulnerabilities where the errors or malfunctions are both intentional and malicious, therefore being associated with a specific attack model. Reliability is key to the wider adoption of machine learning algorithms in driving regular tasks. There needs to be guaranteed on the success of ML-driven decision-making systems, without errors. It is often seen that an otherwise typically high-performance neural network trained for a specific task, fails under certain circumstances. These vulnerabilities are a key deterrent to reliability and must be addressed before the ubiquitous adoption of AI.From the machine learning standpoint, this book looks at both critical ingredients, that is the model (neural architecture and its properties) and the training data and from the perspective of Robust AI, the investigation pertains to both Security and Privacy issues. To elaborate on the nomenclature, the Security aspects involve attacks that concern the disruption of the intended machine learning task itself. The Privacy aspect deals with attacks that pertain to leaking sensitive information or IP. A combination of both is necessary to have robust algorithms that can withstand malicious adversaries. The ideas are well described with respect to the available literature and the propositions are studied extensively with many different use cases, on multiple neural architectures and datasets. The content of this book caters to researchers, programmers, engineering, and policymakers who are interested in the implementation of Robust AI and its security and privacy issues in machine learning.
Implementation and Analysis of Ciphers in Quantum Computing
AvAnubhab Baksi,Kyungbae Jang
Inbunden, Engelska, 2024
1 568 kr
Skickas inom 10-15 vardagar
This book deals with the upcoming threat that may be posed by quantum computers on modern-day security standards, particularly those involving symmetric key ciphers. Considering the progress in the field of quantum computing over the past few years, there is an ever-growing need to analyze the ciphers that are being employed in ensuring security. The symmetric key ciphers are generally considered safe against quantum computers, though one must consider the possible impact due to Grover's search algorithm (that reduces the security claim to the square root bound of what is expected against a classical computer). This book consolidates all the major research works in one place and presents it with adequate clarity, making the subject matter easy to understand for seasoned researchers and students alike. It covers the prerequisite information, new research works (including some of the state of the art), thought-provoking problems for further research, and all the relevant source codes. This book is interesting to engineers, researchers, and students who work/study in the field of cryptography.
Implementation and Analysis of Ciphers in Quantum Computing
AvAnubhab Baksi,Kyungbae Jang
Häftad, Engelska, 2025
1 568 kr
Skickas inom 10-15 vardagar
This book deals with the upcoming threat that may be posed by quantum computers on modern-day security standards, particularly those involving symmetric key ciphers. Considering the progress in the field of quantum computing over the past few years, there is an ever-growing need to analyze the ciphers that are being employed in ensuring security. The symmetric key ciphers are generally considered safe against quantum computers, though one must consider the possible impact due to Grover's search algorithm (that reduces the security claim to the square root bound of what is expected against a classical computer). This book consolidates all the major research works in one place and presents it with adequate clarity, making the subject matter easy to understand for seasoned researchers and students alike. It covers the prerequisite information, new research works (including some of the state of the art), thought-provoking problems for further research, and all the relevant source codes. This book is interesting to engineers, researchers, and students who work/study in the field of cryptography.

Computer Architecture and Design Methodologies – serie

Invasive Tightly Coupled Processor Arrays

Domain Specific High-Level Synthesis for Cryptographic Workloads

High-level Estimation and Exploration of Reliability for Multi-Processor System-on-Chip

Fault Tolerant Architectures for Cryptography and Hardware Security

Invasive Computing for Mapping Parallel Programs to Many-Core Architectures

Energy Efficient High Performance Processors

Invasive Tightly Coupled Processor Arrays

High-level Estimation and Exploration of Reliability for Multi-Processor System-on-Chip

Compact and Fast Machine Learning Accelerator for IoT Devices

Fault Tolerant Architectures for Cryptography and Hardware Security

Energy Efficient High Performance Processors

Invasive Computing for Mapping Parallel Programs to Many-Core Architectures

Fully Homomorphic Encryption in Real World Applications

Fully Homomorphic Encryption in Real World Applications

Modeling and Simulation of Invasive Applications and Architectures

Modeling and Simulation of Invasive Applications and Architectures

Hardware Oriented Authenticated Encryption Based on Tweakable Block Ciphers

Hardware Oriented Authenticated Encryption Based on Tweakable Block Ciphers

Classical and Physical Security of Symmetric Key Cryptographic Algorithms

Classical and Physical Security of Symmetric Key Cryptographic Algorithms

Emerging Computing: From Devices to Systems

Emerging Computing: From Devices to Systems

Practical Guide for Simulation and FPGA Implementation of Digital Design

Practical Guide for Simulation and FPGA Implementation of Digital Design

Lattice-Based Public-Key Cryptography in Hardware

Lattice-Based Public-Key Cryptography in Hardware

Quantum Arithmetic

Robust AI: Security and Privacy Issues in Machine Learning

Implementation and Analysis of Ciphers in Quantum Computing

Implementation and Analysis of Ciphers in Quantum Computing