Search Results - "Arafin, Md Tanvir"

Approximate computing for low power and security in the Internet of Things by Mingze Gao, Qian Wang, Arafin, Md Tanvir, Yongqiang Lyu, Gang Qu

“…To save resources for Internet of Things (IoT) devices, a proposed approach segments operands and corresponding basic arithmetic operations that can be carried…”
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Security of Neural Networks from Hardware Perspective: A Survey and Beyond by Xu, Qian, Tanvir Arafin, Md, Qu, Gang

“…Recent advances in neural networks (NNs) and their applications in deep learning techniques have made the security aspects of NNs an important and timely topic…”
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Performance optimization for terahertz quantum cascade laser at higher temperature using genetic algorithm by Arafin, Md. Tanvir, Islam, Nazifah, Roy, Sourav, Islam, Saiful

“…The aim of this work is to establish an approach for obtaining improved design parameters for high temperature operation of terahertz quantum cascade lasers…”
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Voltage Over-Scaling-Based Lightweight Authentication for IoT Security by Zhang, Jiliang, Shen, Chaoqun, Su, Haihan, Arafin, Md Tanvir, Qu, Gang

“…It is a challenging task to deploy lightweight security protocols in resource-constrained IoT applications. A hardware-oriented lightweight authentication…”
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Memristors for Secret Sharing-Based Lightweight Authentication by Arafin, Md Tanvir, Qu, Gang

“…User authentication is one of the most fundamental security problems that design effective ways of identifying single or multiple entities using shared…”
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Ising Model Processors on a Spatial Computing Architecture by Wu, Yanze, Arafin, Md Tanvir

“…Data-flow-driven spatial computing architectures are emerging to enable efficient acceleration of complex machine learning models at the edge devices…”
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An Approximate Memory Based Defense Against Model Inversion Attacks to Neural Networks by Xu, Qian, Arafin, Md Tanvir, Qu, Gang

“…Diverse and comprehensive training data is critical in building robust machine learning (ML) models. However, model inversion attacks (MIA) have demonstrated…”
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An RRAM-Based Computing-in-Memory Architecture and Its Application in Accelerating Transformer Inference by Lu, Zhaojun, Wang, Xueyan, Arafin, Md Tanvir, Yang, Haoxiang, Liu, Zhenglin, Zhang, Jiliang, Qu, Gang

“…Deep neural network (DNN)-based transformer models have demonstrated remarkable performance in natural language processing (NLP) applications. Unfortunately,…”
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ADLPT: Improving 3D NAND Flash Memory Reliability By Adaptive Lifetime Prediction Techniques by Pan, Yuqian, Lu, Zhaojun, Zhang, Haichun, Zhang, Haoming, Arafin, Md Tanvir, Liu, Zhenglin, Qu, Gang

“…NAND flash memory has become increasingly popular in various computing systems. Although NAND flash memory offers attractive performance, it suffers limited…”
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Hardware-based anti-counterfeiting techniques for safeguarding supply chain integrity by Arafin, Md Tanvir, Stanley, Andrew, Sharma, Praveen

“…Counterfeit integrated circuits (ICs) and systems have emerged as a menace to the supply chain of electronic goods and products. Simple physical inspection for…”
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Computation-in-Memory Accelerators for Secure Graph Database: Opportunities and Challenges by Arafin, Md Tanvir

“…This work presents the challenges and opportunities for developing computing-in-memory (CIM) accelerators to support secure graph databases (GDB). First, we…”
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Hardware-Based Authentication for the Internet of Things by Arafin, Md Tanvir

“…Entity authentication is one of the most fundamental problems in computer security. Implementation of any authentication protocol requires the solution of…”
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Attack Detection and Countermeasures for Autonomous Navigation by Arafin, Md Tanvir, Kornegay, Kevin

“…Advances in artificial intelligence, machine learning, and robotics have profoundly impacted the field of autonomous navigation and driving. However, sensor…”
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RIME: A Scalable and Energy-Efficient Processing-In-Memory Architecture for Floating-Point Operations by Lu, Zhaojun, Arafin, Md Tanvir, Qu, Gang

“…Processing in-memory (PIM) is an emerging technology poised to break the memory-wall in the conventional von Neumann architecture. PIM reduces data movement…”
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VOLtA: Voltage over-scaling based lightweight authentication for IoT applications by Arafin, Md Tanvir, Gao, Mingze, Qu, Gang

“…Incorporating security protocols in IoT components is challenging due to their extremely constrained resources. We address this challenge by proposing a…”
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Securing Industrial Control Systems Using Physical Device Fingerprinting by Yimer, Tsion, Arafin, Md Tanvir, Kornegay, Kevin

“…The advent of the Internet-of-Things (IoT) has introduced new connectivity modalities, communication protocols, and optimized architectures to coordinate…”
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MIDAS: Model Inversion Defenses Using an Approximate Memory System by Xu, Qian, Tanvir Arafin, Md, Qu, Gang

“…Private data constitute a significant share of the training information for machine learning (ML) algorithms. Recent works on model inversion attacks (MIA)…”
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Cyber Threat Analysis and Trustworthy Artificial Intelligence by Wang, Shuangbao Paul, Arafin, Md Tanvir, Osuagwu, Onyema, Wandji, Ketchiozo

“…Cyber threats can cause severe damage to computing infrastructure and systems as well as data breaches that make sensitive data vulnerable to attackers and…”
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Poster: Address Resolution Protocol Based Attacks for Multi-Robot Systems by Todorowski, Blake E, Fox, Michael Lane, Laing, Harris E, Gaddam, Kirthan, Mian, Anosh, Eagala, Rohit, Ferrari, Jair, Arafin, Md Tanvir

“…Robot Operating System (ROS) is a popular open-source middleware that provides a standard robotic application development framework using…”
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Probing Attacks on Physical Layer Key Agreement for Automotive Controller Area Networks by Jain, Shalabh, Wang, Qian, Arafin, Md Tanvir, Guajardo, Jorge

“…Efficient key management for automotive networks (CAN) is critical, governing the adoption of security in the next generation of vehicles. A recent promising…”
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