Search Results - "Parizi, Reza M."

Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications by Aledhari, Mohammed, Razzak, Rehma, Parizi, Reza M., Saeed, Fahad

“…This paper provides a comprehensive study of Federated Learning (FL) with an emphasis on enabling software and hardware platforms, protocols, real-life…”
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Decentralized Authentication of Distributed Patients in Hospital Networks Using Blockchain by Yazdinejad, Abbas, Srivastava, Gautam, Parizi, Reza M., Dehghantanha, Ali, Choo, Kim-Kwang Raymond, Aledhari, Mohammed

“…In any interconnected healthcare system (e.g., those that are part of a smart city), interactions between patients, medical doctors, nurses and other…”
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Blockchain smart contracts formalization: Approaches and challenges to address vulnerabilities by Singh, Amritraj, Parizi, Reza M., Zhang, Qi, Choo, Kim-Kwang Raymond, Dehghantanha, Ali

“…•Blockchain smart contracts formalization.•Vulnerability aspects of smart contracts targeted by formalization approaches.•Domain specific languages (DSL) for…”
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Blockchain Applications for Industry 4.0 and Industrial IoT: A Review by Alladi, Tejasvi, Chamola, Vinay, Parizi, Reza M., Choo, Kim-Kwang Raymond

“…The potential of blockchain has been extensively discussed in the literature and media mainly in finance and payment industry. One relatively recent trend is…”
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A Deep and Scalable Unsupervised Machine Learning System for Cyber-Attack Detection in Large-Scale Smart Grids by Karimipour, Hadis, Dehghantanha, Ali, Parizi, Reza M., Choo, Kim-Kwang Raymond, Leung, Henry

“…Smart grid technology increases reliability, security, and efficiency of the electrical grids. However, its strong dependencies on digital communication…”
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An Ensemble Multi-View Federated Learning Intrusion Detection for IoT by Attota, Dinesh Chowdary, Mothukuri, Viraaji, Parizi, Reza M., Pouriyeh, Seyedamin

“…The rise in popularity of Internet of Things (IoT) devices has attracted hackers to develop IoT-specific attacks. The microservice architecture of IoT devices…”
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An Ensemble Deep Learning-Based Cyber-Attack Detection in Industrial Control System by Al-Abassi, Abdulrahman, Karimipour, Hadis, Dehghantanha, Ali, Parizi, Reza M.

“…The integration of communication networks and the Internet of Things (IoT) in Industrial Control Systems (ICSs) increases their vulnerability towards…”
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Secure Smart Communication Efficiency in Federated Learning: Achievements and Challenges by Pouriyeh, Seyedamin, Shahid, Osama, Parizi, Reza M., Sheng, Quan Z., Srivastava, Gautam, Zhao, Liang, Nasajpour, Mohammad

“…Federated learning (FL) is known to perform machine learning tasks in a distributed manner. Over the years, this has become an emerging technology, especially…”
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MVFCC: A Multi-View Fuzzy Consensus Clustering Model for Malware Threat Attribution by Haddadpajouh, Hamed, Azmoodeh, Amin, Dehghantanaha, Ali, Parizi, Reza M.

“…The rise of emerging cyberthreats has led to a shift of focus on identifying the source of threat instead of the type of attack to provide a more effective…”
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Methods for Proteogenomics Data Analysis, Challenges, and Scalability Bottlenecks: A Survey by Tariq, Muhammad Usman, Haseeb, Muhammad, Aledhari, Mohammed, Razzak, Rehma, Parizi, Reza M., Saeed, Fahad

“…Big Data Proteogenomics lies at the intersection of high-throughput Mass Spectrometry (MS) based proteomics and Next Generation Sequencing based genomics. The…”
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Federated-Learning-Based Anomaly Detection for IoT Security Attacks by Mothukuri, Viraaji, Khare, Prachi, Parizi, Reza M., Pouriyeh, Seyedamin, Dehghantanha, Ali, Srivastava, Gautam

“…The Internet of Things (IoT) is made up of billions of physical devices connected to the Internet via networks that perform tasks independently with less human…”
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A survey on security and privacy of federated learning by Mothukuri, Viraaji, Parizi, Reza M., Pouriyeh, Seyedamin, Huang, Yan, Dehghantanha, Ali, Srivastava, Gautam

“…Federated learning (FL) is a new breed of Artificial Intelligence (AI) that builds upon decentralized data and training that brings learning to the edge or…”
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Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-Based IIoT Networks by Yazdinejad, Abbas, Dehghantanha, Ali, Parizi, Reza M., Hammoudeh, Mohammad, Karimipour, Hadis, Srivastava, Gautam

“…Nowadays, blockchain-based technologies are being developed in various industries to improve data security. In the context of the Industrial Internet of Things…”
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A survey on internet of things security: Requirements, challenges, and solutions by HaddadPajouh, Hamed, Dehghantanha, Ali, M. Parizi, Reza, Aledhari, Mohammed, Karimipour, Hadis

“…Internet of Things (IoT) is one of the most promising technologies that aims to enhance humans’ quality of life (QoL). IoT plays a significant role in several…”
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An incentive-aware blockchain-based solution for internet of fake media things by Chen, Qian, Srivastava, Gautam, Parizi, Reza M., Aloqaily, Moayad, Ridhawi, Ismaeel Al

“…•The impact of Fake News is unprecedented due to technology that can proliferate the news globally as fast as a viral spread.•Innovative ways to produce and…”
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Sidechain technologies in blockchain networks: An examination and state-of-the-art review by Singh, Amritraj, Click, Kelly, Parizi, Reza M., Zhang, Qi, Dehghantanha, Ali, Choo, Kim-Kwang Raymond

“…In the last decade, blockchain has emerged as one of the most influential innovations in software architecture and technology. Ideally, blockchains are…”
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An Energy-Efficient SDN Controller Architecture for IoT Networks With Blockchain-Based Security by Yazdinejad, Abbas, Parizi, Reza M., Dehghantanha, Ali, Zhang, Qi, Choo, Kim-Kwang Raymond

“…Internet of Things (IoT) is a disruptive technology in many aspects of our society, ranging from communications to financial transactions to national security…”
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Enabling Drones in the Internet of Things With Decentralized Blockchain-Based Security by Yazdinejad, Abbas, Parizi, Reza M., Dehghantanha, Ali, Karimipour, Hadis, Srivastava, Gautam, Aledhari, Mohammed

“…There is currently widespread use of drones and drone technology due to their rising applications that have come into fruition in the military, safety…”
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P4-to-blockchain: A secure blockchain-enabled packet parser for software defined networking by Yazdinejad, Abbas, Parizi, Reza M., Dehghantanha, Ali, Choo, Kim-Kwang Raymond

“…•A secure blockchain-enabled packet parser for software defined networking.•Implementation of blockchain-enabled packet parser architecture using FPGA.•High…”
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Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study by Nasajpour, Mohammad, Pouriyeh, Seyedamin, Parizi, Reza M., Dorodchi, Mohsen, Valero, Maria, Arabnia, Hamid R.

“…In recent years, the Internet of Things (IoT) has gained convincing research ground as a new research topic in a wide variety of academic and industrial…”
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