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ORCIDReza M. Parizi
Reza Meimandi Parizi
Person information
- affiliation: Kennesaw State University Marietta, Department of Software Engineering and Game Development, GA, USA
- affiliation (former): New York Institute of Technology
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2020 – today
- 2023
[j72]Abbas Yazdinejad
, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava, Hadis Karimipour:
Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks. Comput. Ind. 144: 103801 (2023)- [j71]Abbas Yazdinejad, Mostafa Kazemi, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour:
An ensemble deep learning model for cyber threat hunting in industrial internet of things. Digit. Commun. Networks 9(1): 101-110 (2023) - [j70]YeEun Kim, Junggab Son, Reza M. Parizi, Gautam Srivastava, Heekuck Oh:
3-Multi ranked encryption with enhanced security in cloud computing. Digit. Commun. Networks 9(2): 313-326 (2023) - [j69]Abbas Yazdinejad, Behrouz Zolfaghari, Ali Dehghantanha, Hadis Karimipour, Gautam Srivastava, Reza M. Parizi:
Accurate threat hunting in industrial internet of things edge devices. Digit. Commun. Networks 9(5): 1123-1130 (2023) - [j68]Elnaz Rabieinejad, Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha:
Generative Adversarial Networks for Cyber Threat Hunting in Ethereum Blockchain. Distributed Ledger Technol. Res. Pract. 2(2): 1-19 (2023) - [j67]Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Gregory Epiphaniou:
An optimized fuzzy deep learning model for data classification based on NSGA-II. Neurocomputing 522: 116-128 (2023) - [j66]Zhenzhen Xie, Yan Huang, Dongxiao Yu, Reza M. Parizi, Yanwei Zheng, Junjie Pang:
FedEE: A Federated Graph Learning Solution for Extended Enterprise Collaboration. IEEE Trans. Ind. Informatics 19(7): 8061-8071 (2023) - [c54]Rizwan Patan, Reza M. Parizi:
Securing Data Exchange in the Convergence of Metaverse and IoT Applications. ARES 2023: 129:1-129:8 - [c53]Tarun Potluri, Yong Shi, Hossain Shahriar, Dan Chia-Tien Lo, Reza M. Parizi, Hongmei Chi, Kai Qian:
Secure Software Development in Google Colab. AIIoT 2023: 398-402 - [c52]Rizwan Patan, Reza M. Parizi:
Automatic Detection of API Access Control Vulnerabilities in Decentralized Web3 Applications. DAPPS 2023: 76-85 - [c51]Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Daniel Macêdo Batista:
Intrusion Detection System for IoHT Devices using Federated Learning. INFOCOM Workshops 2023: 1-6 - [c50]Sricharan Donkada, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Hossain Shahriar:
Early Heart Disease Detection Using Mel-Spectrograms and Deep Learning. ISCC 2023: 1-6 - [c49]Vineela Nalla, Seyedamin Pouriyeh, Reza M. Parizi, InChan Hwang, Beatrice Brown-Mulry, Linglin Zhang, Minjae Woo:
Influence of Convolutional Neural Network Depth on the Efficacy of Automated Breast Cancer Screening Systems. ISCC 2023: 1-4 - [c48]Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Nasrin Dehbozorgi, Mohsen Dorodchi, Daniel Macêdo Batista:
Exploring the Role of ChatGPT in Education: Applications and Challenges. SIGITE 2023: 84-89 - [c47]Nasrin Dehbozorgi, Reza M. Parizi:
Enhancing Competency-Based Learning and Employability through a Course Recommender AI-Assisted System. SIGITE 2023: 207-208 - [i21]Rizwan Patan, Reza M. Parizi, Mohsen Dorodchi, Seyedamin Pouriyeh, Audrey Rorrer:
Blockchain Education: Current State, Limitations, Career Scope, Challenges, and Future Directions. CoRR abs/2301.07889 (2023) - [i20]Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Meng Han, Liang Zhao, Giovanna Sannino, Daniel Macêdo Batista:
Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey. CoRR abs/2303.14544 (2023) - [i19]Talia Crawford, Scott Duong, Richard Fueston, Ayorinde Lawani, Samuel Owoade, Abel Uzoka, Reza M. Parizi, Abbas Yazdinejad:
AI in Software Engineering: A Survey on Project Management Applications. CoRR abs/2307.15224 (2023) - [i18]Sricharan Donkada, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Nasrin Dehbozorgi, Nazmus Sakib, Quan Z. Sheng:
Uncovering Promises and Challenges of Federated Learning to Detect Cardiovascular Diseases: A Scoping Literature Review. CoRR abs/2308.13714 (2023) - 2022
- [j65]Viraaji Mothukuri, Prachi Khare, Reza M. Parizi, Seyedamin Pouriyeh, Ali Dehghantanha, Gautam Srivastava:
Federated-Learning-Based Anomaly Detection for IoT Security Attacks. IEEE Internet Things J. 9(4): 2545-2554 (2022) - [j64]Abbas Yazdinejad, Ali Dehghantanha, Hadis Karimipour, Gautam Srivastava, Reza M. Parizi:
An efficient packet parser architecture for software-defined 5G networks. Phys. Commun. 53: 101677 (2022) - [j63]Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Ali Dehghantanha, Kim-Kwang Raymond Choo:
FabricFL: Blockchain-in-the-Loop Federated Learning for Trusted Decentralized Systems. IEEE Syst. J. 16(3): 3711-3722 (2022) - [j62]Kim-Kwang Raymond Choo, Sercan Ozcan, Ali Dehghantanha, Reza M. Parizi:
Editorial: Blockchain Ecosystem - Technological and Management Opportunities and Challenges: Part II. IEEE Trans. Engineering Management 69(3): 773-775 (2022) - [j61]Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Hadis Karimipour, Gautam Srivastava:
Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-Based IIoT Networks. IEEE Trans. Ind. Informatics 18(11): 8356-8366 (2022) - [c46]Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Afra Mashhadi:
CloudFL: A Zero-Touch Federated Learning Framework for Privacy-aware Sensor Cloud. ARES 2022: 142:1-142:8 - [c45]Afra Mashhadi, Ali Tabaraei, Yuting Zhan, Reza M. Parizi:
An Auditing Framework for Analyzing Fairness of Spatial-Temporal Federated Learning Applications. AIIoT 2022: 699-707 - [c44]Rizwan Patan, Reza M. Parizi:
Performance Improvement of Blockchain-based IoT Applications using Deep Learning Techniques. BCCA 2022: 151-158 - [c43]Rizwan Patan, Reza M. Parizi, Seyedamin Pouriyeh, Mohammad S. Khan, Amir H. Gandomi:
A Secured Certificateless Sign-encrypted Blockchain Communication for Intelligent Transport System. CNS 2022: 1-7 - [i17]Afra Mashhadi, Alex Kyllo, Reza M. Parizi:
Fairness in Federated Learning for Spatial-Temporal Applications. CoRR abs/2201.06598 (2022) - [i16]Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Hadis Karimipour, Gautam Srivastava:
Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-based IIoT Networks. CoRR abs/2204.09829 (2022) - [i15]Behrouz Zolfaghari, Elnaz Rabieinejad, Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha:
Crypto Makes AI Evolve. CoRR abs/2206.12669 (2022) - 2021
- [j60]Muhammad Usman Tariq, Muhammad Haseeb, Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, Fahad Saeed:
Methods for Proteogenomics Data Analysis, Challenges, and Scalability Bottlenecks: A Survey. IEEE Access 9: 5497-5516 (2021) - [j59]Dinesh Chowdary Attota, Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh:
An Ensemble Multi-View Federated Learning Intrusion Detection for IoT. IEEE Access 9: 117734-117745 (2021) - [j58]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour:
Federated learning for drone authentication. Ad Hoc Networks 120: 102574 (2021) - [j57]Mohammed Aledhari, Rehma Razzak, Reza M. Parizi:
Machine learning for network application security: Empirical evaluation and optimization. Comput. Electr. Eng. 91: 107052 (2021) - [j56]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Mohammad S. Khan:
A kangaroo-based intrusion detection system on software-defined networks. Comput. Networks 184: 107688 (2021) - [j55]Keming Mao, Gautam Srivastava, Reza M. Parizi, Mohammad S. Khan:
Multi-source fusion for weak target images in the Industrial Internet of Things. Comput. Commun. 173: 150-159 (2021) - [j54]Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo:
A survey of machine learning techniques in adversarial image forensics. Comput. Secur. 100: 102092 (2021) - [j53]Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Yan Huang, Ali Dehghantanha, Gautam Srivastava:
A survey on security and privacy of federated learning. Future Gener. Comput. Syst. 115: 619-640 (2021) - [j52]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
Security aspects of Internet of Things aided smart grids: A bibliometric survey. Internet Things 14: 100111 (2021) - [j51]Hamed HaddadPajouh, Ali Dehghantanha, Reza M. Parizi, Mohammed Aledhari, Hadis Karimipour:
A survey on internet of things security: Requirements, challenges, and solutions. Internet Things 14: 100129 (2021) - [j50]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour, Gautam Srivastava, Mohammed Aledhari:
Enabling Drones in the Internet of Things With Decentralized Blockchain-Based Security. IEEE Internet Things J. 8(8): 6406-6415 (2021) - [j49]Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng:
Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance. J. Biomed. Informatics 117: 103751 (2021) - [j48]Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Reza M. Parizi, Mohammad S. Khan:
Mining of High-Utility Patterns in Big IoT-based Databases. Mob. Networks Appl. 26(1): 216-233 (2021) - [j47]Noushin Jafarpisheh, Effat Jalaeian Zaferani, Mohammad Teshnehlab, Hadis Karimipour, Reza M. Parizi, Gautam Srivastava:
A Deep Neural Network Combined with Radial Basis Function for Abnormality Classification. Mob. Networks Appl. 26(6): 2318-2328 (2021) - [j46]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
Physical layer attack identification and localization in cyber-physical grid: An ensemble deep learning based approach. Phys. Commun. 47: 101394 (2021) - [j45]Behrouz Zolfaghari, Reza M. Parizi, Gautam Srivastava, Yoseph Hailemariam:
Root causing, detecting, and fixing flaky tests: State of the art and future roadmap. Softw. Pract. Exp. 51(5): 851-867 (2021) - [j44]Avinab Marahatta, Sandeep Pirbhulal, Fa Zhang, Reza M. Parizi, Kim-Kwang Raymond Choo, Zhiyong Liu:
Classification-Based and Energy-Efficient Dynamic Task Scheduling Scheme for Virtualized Cloud Data Center. IEEE Trans. Cloud Comput. 9(4): 1376-1390 (2021) - [j43]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Blockchain-Enabled Authentication Handover With Efficient Privacy Protection in SDN-Based 5G Networks. IEEE Trans. Netw. Sci. Eng. 8(2): 1120-1132 (2021) - [j42]Kim-Kwang Raymond Choo, Uttam Ghosh, Deepak K. Tosh, Reza M. Parizi, Ali Dehghantanha:
Introduction to the Special Issue on Decentralized Blockchain Applications and Infrastructures for Next Generation Cyber-Physical Systems. ACM Trans. Internet Techn. 21(2): 38e:1-38e:3 (2021) - [j41]Shafiq Ahmed, Salman Shamshad, Zahid Ghaffar, Khalid Mahmood, Neeraj Kumar, Reza M. Parizi, Kim-Kwang Raymond Choo:
Signcryption Based Authenticated and Key Exchange Protocol for EI-Based V2G Environment. IEEE Trans. Smart Grid 12(6): 5290-5298 (2021) - [c42]Elnaz Rabieinejad, Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
Secure AI and Blockchain-enabled Framework in Smart Vehicular Networks. GLOBECOM (Workshops) 2021: 1-6 - [c41]Abbas Yazdinejad, Elnaz Rabieinejad, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
A Machine Learning-based SDN Controller Framework for Drone Management. GLOBECOM (Workshops) 2021: 1-6 - [c40]Qi Zhang, Ali Dehghantanha, Katrin Franke, Reza M. Parizi:
Introduction to the Minitrack on Decentralized Federated Learning: Applications, Solutions, and Challenges. HICSS 2021: 1-3 - [c39]Elnaz Rabieinejad, Abbas Yazdinejad, Tahereh Hasani, Reza M. Parizi, Mohammad Hammoudeh:
An Efficient DeFi-based Data Warehousing Approach in Supply Chain Finance. ICFNDS 2021: 177-185 - [c38]Osama Shahid, Viraaji Mothukuri, Seyedamin Pouriyeh, Reza M. Parizi, Hossain Shahriar:
Detecting Network Attacks using Federated Learning for IoT Devices. ICNP 2021: 1-6 - [c37]Elnaz Rabieinejad, Abbas Yazdinejad, Reza M. Parizi:
A Deep Learning Model for Threat Hunting in Ethereum Blockchain. TrustCom 2021: 1185-1190 - [c36]Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, Gautam Srivastava:
Multimodal Machine Learning for Pedestrian Detection. VTC Spring 2021: 1-7 - [c35]Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, Gautam Srivastava:
Sensor Fusion for Drone Detection. VTC Spring 2021: 1-7 - [e6]Zheng Xu, Reza M. Parizi, Octavio Loyola-González, Xiaolu Zhang:
Cyber Security Intelligence and Analytics - 2021 International Conference on Cyber Security Intelligence and Analytics (CSIA 2021), Shenyang, China, 19-20 March, 2021, Volume 1. Advances in Intelligent Systems and Computing 1342, Springer 2021, ISBN 978-3-030-70041-6 [contents] - [e5]Zheng Xu, Reza M. Parizi, Octavio Loyola-González, Xiaolu Zhang:
Cyber Security Intelligence and Analytics - 2021 International Conference on Cyber Security Intelligence and Analytics (CSIA 2021), Shenyang, China, 19-20 March, 2021, Volume 2. Advances in Intelligent Systems and Computing 1343, Springer 2021, ISBN 978-3-030-69998-7 [contents] - [i14]Osama Shahid, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Gautam Srivastava, Liang Zhao:
Communication Efficiency in Federated Learning: Achievements and Challenges. CoRR abs/2107.10996 (2021) - 2020
- [j40]Abdulrahman Al-Abassi, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
An Ensemble Deep Learning-Based Cyber-Attack Detection in Industrial Control System. IEEE Access 8: 83965-83973 (2020) - [j39]Hamed Haddad Pajouh, Amin Azmoodeh, Ali Dehghantanha, Reza M. Parizi:
MVFCC: A Multi-View Fuzzy Consensus Clustering Model for Malware Threat Attribution. IEEE Access 8: 139188-139198 (2020) - [j38]Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, Fahad Saeed:
Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications. IEEE Access 8: 140699-140725 (2020) - [j37]Abbas Yazdinejad, Hamed HaddadPajouh, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava, Mu-Yen Chen:
Cryptocurrency malware hunting: A deep Recurrent Neural Network approach. Appl. Soft Comput. 96: 106630 (2020) - [j36]Anirudh Paranjothi, Mohammad S. Khan, Rizwan Patan, Reza M. Parizi, Mohammed Atiquzzaman:
VANETomo: A congestion identification and control scheme in connected vehicles using network tomography. Comput. Commun. 151: 275-289 (2020) - [j35]Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Rajesh Kaluri, Gautam Srivastava, Reza M. Parizi, Mohammad S. Khan:
Green communication in IoT networks using a hybrid optimization algorithm. Comput. Commun. 159: 97-107 (2020) - [j34]Amritraj Singh, Reza M. Parizi, Qi Zhang, Kim-Kwang Raymond Choo, Ali Dehghantanha:
Blockchain smart contracts formalization: Approaches and challenges to address vulnerabilities. Comput. Secur. 88 (2020) - [j33]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo:
P4-to-blockchain: A secure blockchain-enabled packet parser for software defined networking. Comput. Secur. 88 (2020) - [j32]Amir Namavar Jahromi, Sattar Hashemi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Hadis Karimipour, David Ellis Newton, Reza M. Parizi:
An improved two-hidden-layer extreme learning machine for malware hunting. Comput. Secur. 89 (2020) - [j31]Paul J. Taylor, Tooska Dargahi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo:
A systematic literature review of blockchain cyber security. Digit. Commun. Networks 6(2): 147-156 (2020) - [j30]Hamid Darabian, Sajad Homayoun, Ali Dehghantanha, Sattar Hashemi, Hadis Karimipour, Reza M. Parizi, Kim-Kwang Raymond Choo:
Detecting Cryptomining Malware: a Deep Learning Approach for Static and Dynamic Analysis. J. Grid Comput. 18(2): 293-303 (2020) - [j29]Mahdis Saharkhizan, Amin Azmoodeh, Ali Dehghantanha, Kim-Kwang Raymond Choo, Reza M. Parizi:
An Ensemble of Deep Recurrent Neural Networks for Detecting IoT Cyber Attacks Using Network Traffic. IEEE Internet Things J. 7(9): 8852-8859 (2020) - [j28]Qian Chen, Gautam Srivastava, Reza M. Parizi, Moayad Aloqaily, Ismaeel Al Ridhawi:
An incentive-aware blockchain-based solution for internet of fake media things. Inf. Process. Manag. 57(6): 102370 (2020) - [j27]Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia:
Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study. J. Heal. Informatics Res. 4(4): 325-364 (2020) - [j26]Amritraj Singh, Kelly Click, Reza M. Parizi, Qi Zhang, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Sidechain technologies in blockchain networks: An examination and state-of-the-art review. J. Netw. Comput. Appl. 149 (2020) - [j25]Abbas Yazdinejad, Reza M. Parizi, Ali Bohlooli, Ali Dehghantanha, Kim-Kwang Raymond Choo:
A high-performance framework for a network programmable packet processor using P4 and FPGA. J. Netw. Comput. Appl. 156: 102564 (2020) - [j24]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Gautam Srivastava, Senthilkumar Mohan, Abedallah M. Rababah:
Cost optimization of secure routing with untrusted devices in software defined networking. J. Parallel Distributed Comput. 143: 36-46 (2020) - [j23]Hamed HaddadPajouh, Raouf Khayami, Ali Dehghantanha, Kim-Kwang Raymond Choo, Reza M. Parizi:
AI4SAFE-IoT: an AI-powered secure architecture for edge layer of Internet of things. Neural Comput. Appl. 32(20): 16119-16133 (2020) - [j22]Muhammad Faizan Ayub, Salman Shamshad, Khalid Mahmood, SK Hafizul Islam, Reza M. Parizi, Kim-Kwang Raymond Choo:
A Provably Secure Two-Factor Authentication Scheme for USB Storage Devices. IEEE Trans. Consumer Electron. 66(4): 396-405 (2020) - [j21]Kim-Kwang Raymond Choo, Sercan Ozcan, Ali Dehghantanha, Reza M. Parizi:
Editorial: Blockchain Ecosystem - Technological and Management Opportunities and Challenges. IEEE Trans. Engineering Management 67(4): 982-987 (2020) - [j20]Amir Namavar Jahromi, Sattar Hashemi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo:
An Enhanced Stacked LSTM Method With No Random Initialization for Malware Threat Hunting in Safety and Time-Critical Systems. IEEE Trans. Emerg. Top. Comput. Intell. 4(5): 630-640 (2020) - [j19]Abbas Yazdinejad, Gautam Srivastava, Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Mohammed Aledhari:
Decentralized Authentication of Distributed Patients in Hospital Networks Using Blockchain. IEEE J. Biomed. Health Informatics 24(8): 2146-2156 (2020) - [j18]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Qi Zhang, Kim-Kwang Raymond Choo:
An Energy-Efficient SDN Controller Architecture for IoT Networks With Blockchain-Based Security. IEEE Trans. Serv. Comput. 13(4): 625-638 (2020) - [j17]Hamid Darabian, Ali Dehghantanha, Sattar Hashemi, Mohammad Taheri, Amin Azmoodeh, Sajad Homayoun, Kim-Kwang Raymond Choo, Reza M. Parizi:
A multiview learning method for malware threat hunting: windows, IoT and android as case studies. World Wide Web 23(2): 1241-1260 (2020) - [c34]Nusrat Asrafi, Dan Chia-Tien Lo, Reza M. Parizi, Yong Shi, Yu-Wen Chen:
Comparing Performance of Malware Classification on Automated Stacking. ACM Southeast Regional Conference 2020: 307-308 - [c33]Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, Ali Dehghantanha:
A Deep Recurrent Neural Network to Support Guidelines and Decision Making of Social Distancing. IEEE BigData 2020: 4233-4240 - [c32]Yoseph Hailemariam, Abbas Yazdinejad, Reza M. Parizi, Gautam Srivastava, Ali Dehghantanha:
An Empirical Evaluation of AI Deep Explainable Tools. GLOBECOM (Workshops) 2020: 1-6 - [c31]Abbas Yazdinejad, Reza M. Parizi, Gautam Srivastava, Ali Dehghantanha:
Making Sense of Blockchain for AI Deepfakes Technology. GLOBECOM (Workshops) 2020: 1-6 - [c30]Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, Gautam Srivastava:
Deep Neural Networks for Detecting Real Emotions Using Biofeedback and Voice. ICPR Workshops (4) 2020: 302-309 - [c29]Dawid Polap, Gautam Srivastava, Alireza Jolfaei, Reza M. Parizi:
Blockchain Technology and Neural Networks for the Internet of Medical Things. INFOCOM Workshops 2020: 508-513 - [c28]Xiaohua Xu, Shuibing He, Meng Han, Reza M. Parizi, Gautam Srivastava:
Budget Feasible Roadside Unit Allocation Mechanism in Vehicular Ad-Hoc Networks. VTC Spring 2020: 1-5 - [c27]Abbas Yazdinejad, Gautam Srivastava, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour, Somayeh Razaghi Karizno:
SLPoW: Secure and Low Latency Proof of Work Protocol for Blockchain in Green IoT Networks. VTC Spring 2020: 1-5 - [p24]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
AI and Security of Critical Infrastructure. Handbook of Big Data Privacy 2020: 7-36 - [p23]Abdulrahman Al-Abassi, Hadis Karimipour, Hamed Haddad Pajouh, Ali Dehghantanha, Reza M. Parizi:
Industrial Big Data Analytics: Challenges and Opportunities. Handbook of Big Data Privacy 2020: 37-61 - [p22]William Peters, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
A Comparison of State-of-the-Art Machine Learning Models for OpCode-Based IoT Malware Detection. Handbook of Big Data Privacy 2020: 109-120 - [p21]Jesus Castillo Cabello, Hadis Karimipour, Amir Namavar Jahromi, Ali Dehghantanha, Reza M. Parizi:
Big-Data and Cyber-Physical Systems in Healthcare: Challenges and Opportunities. Handbook of Big Data Privacy 2020: 255-283 - [p20]Mahdi Amrollahi, Ali Dehghantanha, Reza M. Parizi:
A Survey on Application of Big Data in Fin Tech Banking Security and Privacy. Handbook of Big Data Privacy 2020: 319-342 - [p19]Mahdis Saharkhizan, Amin Azmoodeh, Hamed HaddadPajouh, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
A Hybrid Deep Generative Local Metric Learning Method for Intrusion Detection. Handbook of Big Data Privacy 2020: 343-357 - [p18]Mohammad Nassiri, Hamed HaddadPajouh, Ali Dehghantanha, Hadis Karimipour, Reza M. Parizi, Gautam Srivastava:
Malware Elimination Impact on Dynamic Analysis: An Experimental Machine Learning Approach. Handbook of Big Data Privacy 2020: 359-370 - [p17]Mohammad Mehdi BehradFar, Hamed HaddadPajouh, Ali Dehghantanha, Amin Azmoodeh, Hadis Karimipour, Reza M. Parizi, Gautam Srivastava:
RAT Hunter: Building Robust Models for Detecting Remote Access Trojans Based on Optimum Hybrid Features. Handbook of Big Data Privacy 2020: 371-383 - [p16]Amin Azmoodeh, Ali Dehghantanha, Reza M. Parizi, Sattar Hashemi, Bahram Gharabaghi, Gautam Srivastava:
Active Spectral Botnet Detection Based on Eigenvalue Weighting. Handbook of Big Data Privacy 2020: 385-397 - [p15]Reza M. Parizi, Ali Dehghantanha, Amin Azmoodeh, Kim-Kwang Raymond Choo:
Blockchain in Cybersecurity Realm: An Overview. Blockchain Cybersecurity, Trust and Privacy 2020: 1-5 - [p14]Kevin Tiba, Reza M. Parizi, Qi Zhang, Ali Dehghantanha, Hadis Karimipour, Kim-Kwang Raymond Choo:
Secure Blockchain-Based Traffic Load Balancing Using Edge Computing and Reinforcement Learning. Blockchain Cybersecurity, Trust and Privacy 2020: 99-128 - [p13]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
Blockchain Applications in Power Systems: A Bibliometric Analysis. Blockchain Cybersecurity, Trust and Privacy 2020: 129-145 - [p12]Ala Ekramifard, Haleh Amintoosi, Amin Hosseini Seno, Ali Dehghantanha, Reza M. Parizi:
A Systematic Literature Review of Integration of Blockchain and Artificial Intelligence. Blockchain Cybersecurity, Trust and Privacy 2020: 147-160 - [p11]Gautam Srivastava, Reza M. Parizi, Ali Dehghantanha:
The Future of Blockchain Technology in Healthcare Internet of Things Security. Blockchain Cybersecurity, Trust and Privacy 2020: 161-184 - [p10]Amritraj Singh, Reza M. Parizi, Meng Han, Ali Dehghantanha, Hadis Karimipour, Kim-Kwang Raymond Choo:
Public Blockchains Scalability: An Examination of Sharding and Segregated Witness. Blockchain Cybersecurity, Trust and Privacy 2020: 203-232 - [p9]Kelly Click, Amritraj Singh, Reza M. Parizi, Gautam Srivastava, Ali Dehghantanha:
Immutable and Secure IP Address Protection Using Blockchain. Blockchain Cybersecurity, Trust and Privacy 2020: 233-246 - [p8]Liyuan Liu, Meng Han, Yiyun Zhou, Reza M. Parizi, Mohammed Korayem:
Blockchain-Based Certification for Education, Employment, and Skill with Incentive Mechanism. Blockchain Cybersecurity, Trust and Privacy 2020: 269-290 - [e4]Zheng Xu, Kim-Kwang Raymond Choo, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh:
Cyber Security Intelligence and Analytics, CSIA 2019, Shenyang, China, 21-22 February 2019. Advances in Intelligent Systems and Computing 928, Springer 2020, ISBN 978-3-030-15234-5 [contents] - [e3]Zheng Xu, Reza M. Parizi, Mohammad Hammoudeh, Octavio Loyola-González:
Cyber Security Intelligence and Analytics - Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics, CSIA 2020, Haikou, China, 28-29 February 2020, Volume 1. Advances in Intelligent Systems and Computing 1146, Springer 2020, ISBN 978-3-030-43305-5 [contents] - [e2]Zheng Xu, Reza M. Parizi, Mohammad Hammoudeh, Octavio Loyola-González:
Cyber Security Intelligence and Analytics - Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics, CSIA 2020, Haikou, China, 28-29 February 2020, Volume 2. Advances in Intelligent Systems and Computing 1147, Springer 2020, ISBN 978-3-030-43308-6 [contents] - [e1]Kim-Kwang Raymond Choo, Ali Dehghantanha, Reza M. Parizi:
Blockchain Cybersecurity, Trust and Privacy. Advances in Information Security 79, Springer 2020, ISBN 978-3-030-38180-6 [contents] - [i13]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
Security Aspects of Internet of Things aided Smart Grids: a Bibliometric Survey. CoRR abs/2005.00915 (2020) - [i12]Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia:
Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study. CoRR abs/2007.11147 (2020) - [i11]Samuel P. Mullinix, Erikton Konomi, Renee Davis Townsend, Reza M. Parizi:
On Security Measures for Containerized Applications Imaged with Docker. CoRR abs/2008.04814 (2020) - [i10]Tejaswini Mallavarapu, Luke Cranfill, Junggab Son, Eun Hye Kim, Reza M. Parizi, John Morris:
A Federated Approach for Fine-Grained Classification of Fashion Apparel. CoRR abs/2008.12350 (2020) - [i9]Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng:
Machine Learning Research Towards Combating COVID-19: Virus Detection, Spread Prevention, and Medical Assistance. CoRR abs/2010.07036 (2020) - [i8]Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo:
A Survey of Machine Learning Techniques in Adversarial Image Forensics. CoRR abs/2010.09680 (2020)
2010 – 2019
- 2019
- [j16]Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo, Henry Leung:
A Deep and Scalable Unsupervised Machine Learning System for Cyber-Attack Detection in Large-Scale Smart Grids. IEEE Access 7: 80778-80788 (2019) - [j15]Tejasvi Alladi, Vinay Chamola, Reza M. Parizi, Kim-Kwang Raymond Choo:
Blockchain Applications for Industry 4.0 and Industrial IoT: A Review. IEEE Access 7: 176935-176951 (2019) - [j14]Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo, Hamid H. S. Javadi:
Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures. J. Inf. Process. Syst. 15(4): 865-889 (2019) - [j13]Aparna Kumari, Sudeep Tanwar, Sudhanshu Tyagi, Neeraj Kumar, Reza M. Parizi, Kim-Kwang Raymond Choo:
Fog data analytics: A taxonomy and process model. J. Netw. Comput. Appl. 128: 90-104 (2019) - [j12]Ensieh Modiri Dovom, Amin Azmoodeh, Ali Dehghantanha, David Ellis Newton, Reza M. Parizi, Hadis Karimipour:
Fuzzy pattern tree for edge malware detection and categorization in IoT. J. Syst. Archit. 97: 1-7 (2019) - [c26]Emmanuel Nyaletey, Reza M. Parizi, Qi Zhang, Kim-Kwang Raymond Choo:
BlockIPFS - Blockchain-Enabled Interplanetary File System for Forensic and Trusted Data Traceability. Blockchain 2019: 18-25 - [c25]Liyuan Liu, Meng Han, Yiyun Zhou, Reza M. Parizi:
E^2 C-Chain: A Two-Stage Incentive Education Employment and Skill Certification Blockchain. Blockchain 2019: 140-147 - [c24]Sajad Homayoun, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo:
A Blockchain-based Framework for Detecting Malicious Mobile Applications in App Stores. CCECE 2019: 1-4 - [c23]Reza M. Parizi, Sajad Homayoun, Abbas Yazdinejad, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Integrating Privacy Enhancing Techniques into Blockchains Using Sidechains. CCECE 2019: 1-4 - [c22]Abbas Yazdinejad, Reza M. Parizi, Gautam Srivastava, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Energy Efficient Decentralized Authentication in Internet of Underwater Things Using Blockchain. GLOBECOM Workshops 2019: 1-6 - [c21]Mohammed Aledhari, Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo:
A Hybrid RSA Algorithm in Support of IoT Greenhouse Applications. ICII 2019: 233-240 - [c20]Gautam Srivastava, Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Data Sharing and Privacy for Patient IoT Devices Using Blockchain. iSCI 2019: 334-348 - [c19]Norizan Binti A. Kamaludeen, Sai Peck Lee, Reza M. Parizi:
Guideline-Based Approach for IoT Home Application Development. iThings/GreenCom/CPSCom/SmartData 2019: 929-936 - [c18]Hossain Shahriar, Kai Qian, Md Arabin Islam Talukder, Reza M. Parizi:
Data Protection with SMSD Labware. SIGCSE 2019: 1262 - [p7]Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo, Hamid H. S. Javadi, Lizhe Wang, Fatos Xhafa, Wei Ren:
A layered security architecture based on cyber kill chain against advanced persistent threats. Security and Privacy for Big Data, Cloud Computing and Applications 2019: 135-155 - [p6]Yee-Yang Teing, Sajad Homayoun, Ali Dehghantanha, Kim-Kwang Raymond Choo, Reza M. Parizi, Mohammad Hammoudeh, Gregory Epiphaniou:
Private Cloud Storage Forensics: Seafile as a Case Study. Handbook of Big Data and IoT Security 2019: 73-127 - [p5]Krzysztof Nagrabski, Michael Hopkins, Milda Petraityte, Ali Dehghantanha, Reza M. Parizi, Gregory Epiphaniou, Mohammad Hammoudeh:
Distributed Filesystem Forensics: Ceph as a Case Study. Handbook of Big Data and IoT Security 2019: 129-151 - [p4]Paul J. Taylor, Henry Mwiki, Ali Dehghantanha, Alex Akinbi, Kim-Kwang Raymond Choo, Mohammad Hammoudeh, Reza M. Parizi:
Forensic Investigation of Cross Platform Massively Multiplayer Online Games: Minecraft as a Case Study. Handbook of Big Data and IoT Security 2019: 153-177 - [p3]Mohammed Asim, Dean Richard McKinnel, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Gregory Epiphaniou:
Big Data Forensics: Hadoop Distributed File Systems as a Case Study. Handbook of Big Data and IoT Security 2019: 179-210 - [p2]Reyhaneh HosseiniNejad, Hamed Haddad Pajouh, Ali Dehghantanha, Reza M. Parizi:
A Cyber Kill Chain Based Analysis of Remote Access Trojans. Handbook of Big Data and IoT Security 2019: 273-299 - [p1]Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Mohammad Hammoudeh, Gregory Epiphaniou:
Security in Online Games: Current Implementations and Challenges. Handbook of Big Data and IoT Security 2019: 367-384 - [i7]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Blockchain-enabled Authentication Handover with Efficient Privacy Protection in SDN-based 5G Networks. CoRR abs/1905.03193 (2019) - [i6]Sajad Homayoun, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo:
A Blockchain-based Framework for Detecting Malicious Mobile Applications in App Stores. CoRR abs/1906.04951 (2019) - [i5]Reza M. Parizi, Sajad Homayoun, Abbas Yazdinejad, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Integrating Privacy Enhancing Techniques into Blockchains Using Sidechains. CoRR abs/1906.04953 (2019) - [i4]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
Blockchain Applications in Power Systems: A Bibliometric Analysis. CoRR abs/1912.02611 (2019) - 2018
- [j11]Reza Meimandi Parizi, Ahmad Shahi:
Component-Driven Development in Modern Virtual Assistants: A Mapping Study. J. Softw. 13(2): 126-137 (2018) - [c17]Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Amritraj Singh:
Empirical vulnerability analysis of automated smart contracts security testing on blockchains. CASCON 2018: 103-113 - [c16]Reza M. Parizi, Liang Guo, Yao Bian, Ali Dehghantanha, Kim-Kwang Raymond Choo:
CyberPDF: Smart and Secure Coordinate-based Automated Health PDF Data Batch Extraction. CHASE 2018: 106-111 - [c15]Reza M. Parizi, Kai Qian, Hossain Shahriar, Fan Wu, Lixin Tao:
Benchmark Requirements for Assessing Software Security Vulnerability Testing Tools. COMPSAC (1) 2018: 825-826 - [c14]Kai Qian, Reza M. Parizi, Dan Chia-Tien Lo:
OWASP Risk Analysis Driven Security Requirements Specification for Secure Android Mobile Software Development. DSC 2018: 1-2 - [c13]Reza M. Parizi, Ali Dehghantanha:
On the Understanding of Gamification in Blockchain Systems. FiCloud Workshops 2018: 214-219 - [c12]Reza M. Parizi, Paola Spoletini, Amritraj Singh:
Measuring Team Members' Contributions in Software Engineering Projects using Git-driven Technology. FIE 2018: 1-5 - [c11]Kai Qian, Dan Chia-Tien Lo, Reza M. Parizi, Fan Wu, Emmanuel Agu, Bei-Tseng Chu:
Authentic Learning Secure Software Development (SSD) in Computing Education. FIE 2018: 1-9 - [c10]Paola Spoletini, Reza M. Parizi:
Bias-aware guidelines and fairness-preserving Taxonomy in software engineering education. FIE 2018: 1-4 - [c9]Reza M. Parizi, Amritraj, Ali Dehghantanha:
Smart Contract Programming Languages on Blockchains: An Empirical Evaluation of Usability and Security. ICBC 2018: 75-91 - [c8]Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Towards Better Ocular Recognition for Secure Real-World Applications. TrustCom/BigDataSE 2018: 277-282 - [i3]Reza M. Parizi:
Microservices as an Evolutionary Architecture of Component-Based Development: A Think-aloud Study. CoRR abs/1805.11757 (2018) - [i2]Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Amritraj Singh:
Empirical Vulnerability Analysis of Automated Smart Contracts Security Testing on Blockchains. CoRR abs/1809.02702 (2018) - 2017
- [j10]Abdul Razaque, Syed S. Rizvi, Meer J. Khan, Qassim B. Hani, Julius P. Dichter, Reza M. Parizi:
Secure and quality-of-service-supported service-oriented architecture for mobile cloud handoff process. Comput. Secur. 66: 169-184 (2017) - [j9]Ahmad Shahi, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal, Reza Meimandi Parizi:
Sustainability in intelligent building environments using weighted priority scheduling algorithm. J. Ambient Intell. Smart Environ. 9(6): 689-705 (2017) - [j8]Reza Meimandi Parizi, Abdul Azim Abdul Ghani, Sai Peck Lee, Saif ur Rehman Khan:
RAMBUTANS: automatic AOP-specific test generation tool. Int. J. Softw. Tools Technol. Transf. 19(6): 743-761 (2017) - 2016
- [j7]Ehab Nabiel Alkhanak, Sai Peck Lee, Reza Rezaei, Reza Meimandi Parizi:
Cost optimization approaches for scientific workflow scheduling in cloud and grid computing: A review, classifications, and open issues. J. Syst. Softw. 113: 1-26 (2016) - [j6]Mohammad Dabbagh, Sai Peck Lee, Reza Meimandi Parizi:
Functional and non-functional requirements prioritization: empirical evaluation of IPA, AHP-based, and HAM-based approaches. Soft Comput. 20(11): 4497-4520 (2016) - [c7]Reza Meimandi Parizi:
On the gamification of human-centric traceability tasks in software testing and coding. SERA 2016: 193-200 - 2015
- [j5]Taghi Javdani Gandomani, Hazura Zulzalil, Abdul Azim Abdul Ghani, Abu Bakar Md Sultan, Reza Meimandi Parizi:
The impact of inadequate and dysfunctional training on Agile transformation process: A Grounded Theory study. Inf. Softw. Technol. 57: 295-309 (2015) - [j4]Reza Meimandi Parizi, Abdul Azim Abdul Ghani, Sai Peck Lee:
Automated test generation technique for aspectual features in AspectJ. Inf. Softw. Technol. 57: 463-493 (2015) - [c6]Reza Meimandi Parizi, Asem Kasem, Azween B. Abdullah:
Towards Gamification in Software Traceability: Between Test and Code Artifacts. ICSOFT-EA 2015: 393-400 - [c5]Azadeh Rafati, Sai Peck Lee, Reza Meimandi Parizi, Sima Zamani:
A test-to-code traceability method using .NET custom attributes. RACS 2015: 489-496 - 2014
- [j3]Reza Meimandi Parizi, Sai Peck Lee, Mohammad Dabbagh:
Achievements and Challenges in State-of-the-Art Software Traceability Between Test and Code Artifacts. IEEE Trans. Reliab. 63(4): 913-926 (2014) - 2013
- [j2]Abdul Azim Abdul Ghani, Reza Meimandi Parizi:
Aspect-Oriented Program Testing: An Annotated Bibliography. J. Softw. 8(6): 1281-1300 (2013) - [i1]Taghi Javdani, Hazura Zulzalil, Abdul Azim Abdul Ghani, Abu Bakar Md Sultan, Reza Meimandi Parizi:
On the Current Measurement Practices in Agile Software Development. CoRR abs/1301.5964 (2013) - 2011
- [j1]Reza Meimandi Parizi, Abdul Azim Abdul Ghani, Rusli Abdullah, Rodziah Binti Atan:
Empirical evaluation of the fault detection effectiveness and test effort efficiency of the automated AOP testing approaches. Inf. Softw. Technol. 53(10): 1062-1083 (2011) - 2010
- [c4]Reza Meimandi Parizi, Abdul Azim Abdul Ghani:
Towards Automated Monitoring and Forecasting of Probabilistic Quality Properties in Open Source Software (OSS): A Striking Hybrid Approach. SERA 2010: 329-334
2000 – 2009
- 2009
- [c3]Reza Meimandi Parizi, Abdul Azim Abdul Ghani, Rusli Abdullah, Rodziah Binti Atan:
Towards a Framework for Automated Random Testing of Aspect-Oriented Programs. SEDE 2009: 217-223 - 2008
- [c2]Reza Meimandi Parizi, Abdul Azim Abdul Ghani:
An Ensemble of Complexity Metrics for BPEL Web Processes. SNPD 2008: 753-758 - 2007
- [c1]Reza Meimandi Parizi, Abdul Azim Abdul Ghani:
A Survey on Aspect-Oriented Testing Approaches. ICCSA Workshops 2007: 78-85
Coauthor Index
[j72] [j71] [j69] [j68] [j67] [j65] [j64] [j63] [j62] [j61] [i16] [i15] [j58] [j56] [j54] [j53] [j52] [j51] [j50] [j46] [j43] [j42] [c42] [c41] [c40] [j40] [j39] [j37] [j34] [j33] [j32] [j31] [j30] [j29] [j26] [j25] [j24] [j23] [j21] [j20] [j19] [j18] [j17] [c33] [c32] [c31] [c27] [p24] [p23] [p22] [p21] [p20] [p19] [p18] [p17] [p16] [p15] [p14] [p13] [p12] [p11] [p10] [p9] [e4] [e1] [i13] [i8] [j16] [j14] [j12] [c24] [c23] [c22] [c21] [c20] [p7] [p6] [p5] [p4] [p3] [p2] [p1] [i7] [i6] [i5] [i4] [c17] [c16] [c13] [c9] [c8] [i2]
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