Reza Javidan
Academic Appointments
Reza Javidan received the B.Sc in Computer Engineering (hardware) from Isfahan University in Iran in 1993. He also received the M.Sc. degree in computer engineering (machine intelligence and robotics) and the Ph.D. degree in computer engineering (artificial intelligence) from Shiraz University in 1996 and 2007, respectively.
Dr. Javidan is now a professor in Department of Computer Engineering and Information Technology in Shiraz University of Technology. He also founded IoT Lab in his department during 2018.Honors & Awards
- Honored as the best researcher of the Department of Computer Engineering and IT (2015).
- Honored as the best researcher of the Department of Computer Engineering and IT (2016).
- Also received as one of three top researches in the level of Shiraz University of Technology in 2016.
- Honored as a special researcher in Shiraz University of Technology (2017).
- Honored as a special researcher in Shiraz University of Technology (2018).
- Honored as the best researcher of the Department of Computer Engineering and IT (2019).
- Honored as a special researcher in Shiraz University of Technology (2020).
- Received as one of three top researches in the level of Shiraz University of Technology in 2021.
- Honored as the best researcher of the Department of Computer Engineering and IT (2022).
- Honored as the best researcher of the Department of Computer Engineering and IT (2023).
Contact
Email:
javidan@sutech.ac.ir
Professional Education
Dr. Javidan has the following degrees:
- International course “Oceanic data” certificate.
- Certified as Sonar specialist
- Visiting scholar researcher in Ocean Technology Group, university of Sydney, Australia, 2003.
Courses
Advanced Topics in Decision Support Systems (PhD)
Advanced Topics in Performance Evaluation of Computer Networks (PhD)
Computer Network Security (MSc)
Computer Network Management (MSc)
Artificial Intelligence (BSc)
Expert Systems (BSc)
SUTech advisees
Sunday-Monday-Wedensday (every week) in office.
Current Research
Internet of Things (IoT)
Software Defined Networks (SDN)
Network Security (IDs)
Machine Learning (Deep Learning and Type-2 Fuzzy Systems)
Underwater Wireless Sensor Networks (UWSNs)
All Publications
Dr. Javidan has many publications in international conferences and journals some of them are:
- Book: Javidan Reza, " Underwater Acoustic Image Processing; New Tools, Methods and Algorithms ", LAMBERT Academic Publishing, Germany, 2012
- Zeinab Nazemi Absardi and Reza Javidan, “A QoE-driven SDN traffic management for IoT-enabled surveillance systems using deep learning based on edge cloud computing”, Journal of Supercomputing, (Accepted), 2023.
- Azadeh Faroughi, Reza Boostani, Hadi Tajalizadeh and Reza Javidan, “ARD-Stream: An adaptive radius density-based stream clustering”, Future Generation Computer Systems 149, pp. 416–431, 2023.
- Mehrnoosh Nobakht, Reza Javidan and Alireza Pourebrahimi, “DEMD‑IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic”, Evolving Systems, 14, pp. 461–477, 2023.
- Meysam Ghahramani, Hamed HaddadPajouh, Reza Javidan and Saru Kumari, “VQR: vulnerability analysis in quadratic residues-based authentication protocols”, Journal of Ambient Intelligence and Humanized Computing (14), pp. 7559–7574, 2023.
- M. Ghahramani, R. Javidan, "Time dependency: an efficient biometric-based authentication for secure communication in wireless healthcare sensor networks", Journal of Computer Virology and Hacking Techniques, 19, pp. 303–317, 2023.
- H.R. Boveiri, R. Khayami, R. Javidan, A Mehdizadeh, S Abbasi, "A regularization‐based deep unsupervised model for affine multimodal co‐registration", Expert Systems 40 (1), e13101, 2023.
- S. Abbasi, M. Tavakoli, H.R .Boveiri, M.A.M. Shirazi, R. Khayami, H. Khorasani, ..., "Medical image registration using unsupervised deep neural network: A scoping literature review", Biomedical Signal Processing and Control 73, 103444, 2022.
- S. Damadam, M. Zourbakhsh, R. Javidan, A. Faroughi, "An Intelligent IoT Based Traffic Light Management System: Deep Reinforcement Learning", Smart Cities 5 (4), 1293-1311, 2022.
- Meysam Ghahramani, Reza Javidan, Mohammad Shojafar, Rahim Taheri Mamoun Alazab and Rahim Tafazolli, “RSS: An energy-efficient approach for securing IoT service protocols against the DoS attack”, IEEE Internet of Things Journal, vol. 8, no. 5, pp. 3619 – 3635, March 2021.
- V. Kavoosi, M.J. Dehghani, R. Javidan, "Underwater acoustic source positioning by isotropic and vector hydrophone combination", Journal of Sound and Vibration 501, 116031, 2021.
- A. Faroughi, A. Morichetta, L. Vassio, F. Figueiredo, M. Mellia, R. Javidan, "Towards website domain name classification using graph based semi-supervised learning", Computer Networks 188, 107865, 2021.
- R. Taheri, R. Javidan, Z. Pooranian, "Adversarial android malware detection for mobile multimedia applications in IoT environments", Multimedia Tools and Applications 80, 16713-16729, 2021.
- Sina Einavi Pour, Reza Javidan, "A new energy aware cluster head selection for LEACH in wireless sensor networks", IET Wireless Sensor Systems 11 (1), 45-53, 2021.
- N. Nadimi, R. Javidan, K. Layeghi, "Efficient detection of underwater natural gas pipeline leak based on synthetic aperture sonar (SAS) systems”, Journal of Marine Science and Engineering 9 (11), 1273, 2021.
- H.R. Boveiri, R. Javidan, R Khayami, “An intelligent hybrid approach for task scheduling in cluster computing environments as an infrastructure for biomedical applications”, Expert Systems 38 (1), e12536, 2021.
- S.A. Fatemifar, R. Javidan, “A new load balancing clustering method for the RPL protocol”, Telecommunication Systems 77, 297-315, 2021.
- Mohammadi, R. Javidan, M. Keshtgari, N. Rikhtegar, “SMOTE: An intelligent SDN-based multi-objective traffic engineering technique for telesurgery”, IETE Journal of Research, (published on line), 2021.
- Mohammadi, R. Javidan, “EFSUTE: A novel efficient and survivable traffic engineering for software defined networks”, Journal of Reliable Intelligent Environments, 1-14, 2021.
- Einavipour, R. Javidan, “An intelligent IoT-based positioning system for theme parks”, Journal of Supercomputing 77, 9879-9904, 2021.
- Ghahramani, R. Javidan, “A Robust Anonymous Remote User Authentication Protocol for IoT Services”, Wireless Personal Communications 121 (3), 2347-2369, 2021.
- Danaei, R. Javidan, M. Poursadeghfard, M. Nematollahi, “An Intelligent Rule-based System for Status Epilepticus Prognostication”, Journal of Biomedical Physics & Engineering 11 (2), 185, 2021.
- Nahid Nadimi, Reza Javidan and Kamran Layeghi, “An Efficient Acoustic Scattering Model Based on Target Surface Statistical Descriptors for Synthetic Aperture Sonar Systems”, Springer: Journal of Marine Science and Application, 19, pp. 494–507, October, 2020.
- Hamid Reza Boveiri, Raouf Khayami, Reza Javidan and Alireza Mehdizadeh, “Medical image registration using deep neural networks: A comprehensive review “, Elsevier: Computers and Electrical Engineering, 87, October, 2020.
- Seywan Moradi and Reza Javidan, “A new objective function for RPL routing protocol in IoT to increase network lifetime” International Journal of Wireless and Mobile Computing, vol. 19, no. 1, Sep., 2020.
- Mohammad Reza Parsaei, Hamid Reza Boveiri, Reza Javidan and Raouf Khayami, “Telesurgery QoS improvement over SDN based on a Type-2 fuzzy system and enhanced cuckoo optimization algorithm”, Wiley: International Journal of Communication Systems, vol. 33, no. 11, July, 2020.
- Vali Kavoosi, Mohammad Javad Dehghani and Reza Javidan, “Three Dimensional Localization of an Unknown Target Using Two Heterogeneous Sensors”, Signal and Data Processing Journal, vol. 17, no. 1, 2020 (In Persian).
- Samaneh Hoghooghi and Reza Javidan, “Proposing a new method for improving RPL to support mobility in the Internet of things”, IET Networks, vol. 9 no. 2, pp. 48-55, 2020.
- Nahid Hajizadeh, Reza Javidan , Pirooz Shamsinejad, and Reza Akbari, “Node deployment in wireless sensor networks using the new multi-objective Levy flight bee algorithm”, IET Wireless Sensor Systems, vol. 10 no. 2, pp. 78-87, 2020.
- Reza Mohammadi, Reza Javidan, Negar Rikhtegar and Manijeh Keshtgari, “An intelligent multicast traffic engineering method over software defined networks”, Journal of High Speed Networks, 26, pp. 77–88, 2020.
- Rahim Taheri, Reza Javidan, Mohammad Shojafar, Zahra Pooranian, Ali Miri and Mauro Conti, “On defending against label flipping attacks on malware detection systems”, Springer: Neural Computing and Applications, vol. 32, pp. 14781–14800, July, 2020.
- Rahim Taheri, Reza Javidan, Mohammad Shojafar, P. Vinod and Mauro Conti, “Can machine learning model with static features be fooled: an adversarial machine learning approach”, Springer: Cluster Computing, vol. 23, pp. 3233–3253, March, 2020.
- Hamid Reza Boveiri, Reza Javidan and Raouf Khayami, “An intelligent hybrid approach for task scheduling in cluster computing environments as an infrastructure for biomedical applications”, Wiley: Expert Systems, Published on line: 12 Feb. 2020.
- Meysam Ghahramani, Reza Javidan and Mohammad Shojafar, “A secure biometric‑based authentication protocol for global mobility networks in smart cities”, Springer: Journal of Supercomputing, Published on line: 21 Jan. 2020.
- Esmaeil Amiri and Reza Javidan, “A new method for layer 2 loop prevention in software defined networks”, Springer: Telecommunication Systems, vol. 73, pp. 47–57, Jan., 2020.
- Rahim Taheri, Meysam Ghahramani, Reza Javidan, Mohammad Shojafar, Zahra Pooranian and Mauro Conti, “Similarity-based Android malware detection using Hamming distance of static binary features”, Elsevier: Future Generation Computer Systems, vol. 105, pp. 230–247, 2020.
- Haddad Pajouh, R. Javidan, R. Khayami, A. Dehghantanha and K. K. Raymomd Choo, “A Two-Layer Dimension Reduction and Two-Tier Classification Model for Anomaly-Based Intrusion Detection in IoT Backbone Networks”, IEEE Transactions on Emerging Topics in Computing, vol. 7, No. 2, April-June 2019.
- Mohammad Reza Parsaei, Reza Sepahvand, Reza Javidan and Bijan Abbasi Arand, “Providing an Autonomous Management Framework for Command and Control Networks Using Mape-K Adaptive Control Loop”, vol 3, no. 1, 2019 (In Persian).
- Mohsen Emami, Reza Akbari, Reza Javidan and Ali Zamani, “A new approach for traffic matrix estimation in high load computer networks based on graph embedding and convolutional neural network”, Wiley: Trans Emerging Tel Tech., vol. 30:e3604, 2019.
- R. Parsaei, R. Javidan, R. Sepahvand, “Providing a New Method for Improving Fault Tolerance in Command and Control Networks Using Software Defined Networks”, Adv. Defence Sci. & Technol., 02, 19-31.2019 (In Persian).
- Reza Javidan and Seyyed Yahya Nabavi, “A Fast Parallel Seabed Image Texture Classification Method based on GPU”, Advances in Engineering Research, Vol. 26, 203-220, Nova Science Publishers Inc., New York, 2019.
- Ahmad Jalili, Manijeh Keshtgari, Reza Akbari, Reza Javidan, “Multi criteria analysis of Controller Placement Problem in Software Defined Networks”, Elsevier: Computer Communications, 133, pp. 115–128, 2019.
- Athareh Shahabinejad, Reza Javidan and Manijeh Keshtgari, “A New Markov-Based Survivability Model for Wireless Sensor Networks”, International Journal of Mechatronics, Electrical and Computer Technology, vol. 9, no. 33, , pp. 4271-4286, Jul. 2019.
- Azadeh Faroughi, and Reza Javidan, “CANF: Clustering and anomaly detection method using nearest and farthest neighbor”, Elsevier: Future Generation Computer Systems, Vol. 89, 166–177, 2018.
- Ainaz Bahramlou and Reza Javidan, “Adaptive timing model for improving routing and data aggregation in Internet of things networks using RPL”, IET Networks, Vol. 7 , No. 5 , 306-312, Sep. 2018.
- Mehrnaz Poostpasand and Reza Javidan, “An adaptive target tracking method for 3D underwater wireless sensor networks”, Springer: Wireless Networks, 24, 2797–2810, 2018.
- Reza Mohammadi, Reza Javidan and Manijeh Keshtgari, “An intelligent traffic engineering method for video surveillance systems”, Indersciences: International Journal of Bio-Inspired Computation, Vol. 12, No. 3, 173-185, 2018.
- Reza Mohammadi, Reza Javidan, Manijeh Keshtgari and Reza Akbari, “A novel multicast traffic engineering technique in SDN using TLBO algorithm”, Springer: Telecommunication Systems, Vol. 68, 583–592, 2018.
- Reza Mohammadi and Reza Javidan, “On the feasibility of telesurgery over software defined networks”, Springer: International Journal of Intelligent Robotics and Applications, Vol. 2, 339–350, 2018.
- Reza Mohammadi, Reza Javidan and Manijeh Keshtgari, “OpenIPTV: a comprehensive SDN‑based IPTV service framework”, Springer: Multimedia Systems, 24:313–325, 2018.
- Babak Goudarzi, Reza Javidan and Mohammad J. Dehghani, “New changes of local binary patterns and classification and segmentation of seabed images”, Journal of Information and Communication Technology, Vol 8, No. 27, 2018, (In Persian).
- Mohammadi, M. R. Parsaei, R. Javidan, and R. Akbari, “An Effective Countermeasure Method against Freeloading Attack in Software Defined Networks”, Advanced Defence Sci. & Tech., 3, 211-219, 2018 (In Persian).
- Zeinab Nazemi Absardi and Reza Javidan, “ Classification of Encrypted Texts using Deep Learning”, Transactions on Machine Learning and Artificial Intelligence, Vol. 6, No. 3, 50-57, June 2018.
- Mohammad Reza Parsaei, Mahshid Naderi and Reza Javidan, “A New Architecture to Improve Multimedia QoS over Software Defined Networks”, International Journal of Computer Applications, 179, No. 23, 14-19, Feb 2018.
- Rahim Taheri, M.R. Parsaei and Reza Javidan, “Real-Time Intrusion Detection System Using a Combination of Discretization and Feature Selection”, Advanced Defence Sci. & Tech., 10, 251-263, 2017 (In Persian).
- Seyed Hossein Hosseini Nazhad, Jafar Sasanipour, Mohammad Reza Parsaei, Reza Javidan and Alireza Baghban, “Estimating water content of natural gas: A radial basis function neural network method”, Taylor & Francis: Petroleum Science and Technology, Vol. 35, No. 18, 1852-1858, 2017.
- Mohammad Reza Parsaei, Reza Javidan, Narges Shayegh Kargar and Hassan Saberi Nik, “On the global stability of an epidemic model of computer viruses”, Springer: Theory Biosciences, 136:169–178, 2017.
- Reza Mohammadi, Reza Javidan, and Mauro Conti, “SLICOTS: An SDN-Based Lightweight Countermeasure for TCP SYN Flooding Attacks”, IEEE Transactions on Network and Service Management, Vol. 14, No. 2, 487-497, June 2017.
- Ahmad Reza Parnian, Mohammad Reza Parsaei, Reza Javidan and Reza Mohammadi, “Smart Objects Presence Facilitation in the Internet of Things”, International Journal of Computer Applications, 168 – No.4, 25–31, June 2017.
- Mohammad Reza Parsaei, Reza Javidan, Ali Fatemifar and Sina Einavipour, “ Providing Multimedia QoS Methods over Software Defined Networks: A Comprehensive Review”, International Journal of Computer Applications, 168 – No.4, 55-59, June 2017.
- R. Parsaei, R. Mohammadi, and R. Javidan, “A new adaptive traffic engineering method for telesurgery using ACO algorithm over Software Defined Networks”, Elsevier: European Research in Telemedicine, 6, 173—180, 2017.
- Mohammad Reza Parsaei, Mohammad Javad Sobouti, Seyed Raouf khayami, Reza Javidan, “Network Traffic Classification using Machine Learning Techniques over Software Defined Networks”, International Journal of Advanced Computer Science and Applications, Vol. 8, No.7, 2017.
- R. Paraei, A. R. Parnian, S. Miri Rostami and R. Javidan, “RPL Load Balancing in Internet of Things”, IIUM Engineering Journal, Vol. 18, No. 2, 2017.
- Eliyeh Mortazavi, Reza Javidan, Mohammad Javad Dehghani, and Vali Kavoosi, “A robust method for underwater wireless sensor joint localization and synchronization”, Elsevier: Ocean Engineering, 137, 276–286, 2017.
- Reza Mohammadi and Reza Javidan, “An adaptive type-2 fuzzy traffic engineering method for video surveillance systems over software defined networks”, Springer: Multimedia Tools and Applications, 76:23627–23642, 2017.
- Negar Rikhtegar, Reza Javidan, and Manijeh Keshtgari, “Mobility Management in Wireless Nano-Sensor Networks using Fuzzy Logic”, IOS: Journal of Intelligent & Fuzzy Systems, 32, 969–978, 2017.
- Najmeh Tanzadeh Panah, Reza Javidan, and M.R. Kharazmi, “A New Predictive Model for Congestion Control in Wireless Sensor Networks”, Journal of Engineering Science and Technology, Vol. 12, No. 6, 1601 – 1616, 2017.
- Azadeh Faroughi and Reza Javidan, “A Novel Density based Clustering Method using Nearest and Farthest Neighbor with PCA”, International Journal of Information & Communication Technology Research, Vol. 9, No. 2, Spring 2017.
- Khatereh Ahmadi, Reza Javidan, “DDoS Attack Detection in a Real Urban IoT Environment using Federated Deep Learning”, 2023 IEEE International Conference on Cyber Security and Resilience (IEEE CSR), Venice, Italy, 2023.
- Babak Goodarzi, Reza Javidan and Mohammad Sadegh Rezaei, “A Vision-Based Method for Human Activity Recognition Using Local Binary Pattern”, IEEE indexed 13th International Conference on Computer and Knowledge Engineering (ICCKE 2023), November 1-2, Ferdowsi University of Mashhad 2023.
- Iman Gholizadeh, Haniye Raziyan and Reza Javidan, “An Improved Real-Time Implementation of Adaptive Neuro-Fuzzy Controller”, IEEE indexed 31th Iranian Conference on Electrical Engineering (ICEE2023), May 9-11, Amirkabir University, Tehran, 2023.
- Zeinab Nazemi Absardi, Reza Javidan, “A QoS-Aware Traffic Management Policy for IoT enabled Smart City Applications based on Edge Cloud Computing”, IEEE indexed 6th International Conference on Smart Cities, Internet of Things and Applications (SCIoT2022), September 14-15 – Ferdowsi University of Mashhad, 2022.
- Khatereh Ahmadi, Reza Javidan, “Trust Based IOT Routing Attacks Detection Using Recurrent Neural Networks”, IEEE indexed 6th International Conference on Smart Cities, Internet of Things and Applications (SCIoT2022), September 14-15 – Ferdowsi University of Mashhad, 2022.
- Molud Esmaili and Reza Javidan, “A Distributed Blockchain-based Video Sharing System with Copyright, Integrity, and Immutability”, IEEE indexed 8th Iranian Joint Congress on Fuzzy and intelligent Systems (CFIS), September 2-4, Mashhad, Iran, 2020.
- Zeinab Nazemi Absardi and Reza Javidan, “A Fast Reference-Free Genome Compression using Deep Neural Networks”, The 6th IEEE International Conference “Big Data, Knowledge and Control Systems Engineering, Sofia, Bulgaria, 21–22 November 2019.
- Mohammad Shojafar, Rahim Taheri, Zahra Pooranian, Reza Javidan, Ali Miri and and Yaser Jararweh, “Automatic Clustering of Attacks in Intrusion Detection Systems”, 16th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2019, UAE, 3rd to November 7th, 2019.
- Iman Gholizadeh, Esmaeil Amiri and Reza Javidan, “An Efficient Key Distribution Mechanism for Large Scale Hierarchical Wireless Sensor Networks”, IEEE: 27th Iranian Conference on Electrical Engineering (ICEE2019), Yazd, Iran, 30 May-2 May 2019.
- Sara Homayouni and Reza Javidan, “ERA-ContikiMAC: An adaptive radio duty cycling layer in Internet of Things”, IEEE: 9th International Symposium on Telecommunications (IST'2018), Tehran, Iran, 17-19 Dec., 2018.
- Azadeh Faroughi, Reza Javidan, Marco Mellia, Andrea Morichetta, Francesca Soro, and Martino Trevisan, “Achieving Horizontal Scalability in Density-based Clustering for URLs”, IEEE International Conference on Big Data, Seattle, WA, USA, Dec 10 - Dec 13, 2018.
- Maryam Gholami and Reza Javidan, “Providing a New Energy Management Approach in Smart Homes Using the 6lowpan Protocol”, ACM International Conference on Smart Cities and IoT, Mashhad, Iran, Sep. 26, 2018.
- Nahid Hajizadeh, Peyman Jahanbazi and Reza Javidan, “Controlled Deployment in Wireless Sensor Networks based on a Novel Multi Objective Bee Swarm Optimization Algorithm”, IEEE: 3rd Conference on Swarm Intelligence and Evolutionary Computation (CSIEC2018), Bam, Iran, 6-8 March 2018.
- Maryam Gholami and Reza Javidan, “Providing an Intelligent Model for Prediction of Brucellosis”, IEEE: 4th International Conference on Knowledge-Based Engineering and Innovation (KBEI-2017), Tehran, Iran, Dec. 22, 2017.
- Zeinab Nazemi Absardi and Reza Javidan, “Classification of big Satellite Images using Hadoop Clusters for Land Cover recognition”, IEEE: 4th International Conference on Knowledge-Based Engineering and Innovation (KBEI-2017), Tehran, Iran, Dec. 22, 2017.
- Reza Mohammadi, Reza Javidan, Manijeh Keshtgary, Mauro Conti and Chhagan Lal, “Practical Extensions to Countermeasure DoS attacks in Software Defined Networking”, IEEE Conference on Network Function Virtualization and Software Defined Networks - NFV-SDN'17, Berlin, Germany on November 6-8, 2017.
- Rahim Taheri and Reza Javidan, “Spam Filtering in SMS using Recurrent Neural Networks”, IEEE: Artificial Intelligence and Signal Processing Conference (AISP), Shiraz, Iran 25-26 Oct 2017.
- Ali Safiyari and Reza Javidan, “Predicting Lung Cancer Survivability using Ensemble Learning Methods”, IEEE Intelligent Systems Conference, London, UK, 7-8 September 2017.
- Azadeh Faroughi, Reza Javidan and Mohsen Emami, “A new density estimator based on nearest and farthest neighbor”, IEEE: 8th International Symposium on Telecommunications (IST'2016), Tehran, Iran, 27-28 Sep. 2016.
- Reza Javidan and Babak Goodarzi, “Local Binary Pattern-Based Seabed Image Texture Discrimination”, International Conference on Innovative Trends in Science, Engineering and Management (ICITSEM 2014), Dubai, UAE, 12-13 Feb. 2014.