Mohammad Shojafar

Orcid: 0000-0003-3284-5086

Affiliations:
  • University of Surrey, UK
  • University of Padua, Italy (2018-2020)
  • CNIT, Italy (2016-2018)
  • Sapienza University of Rome, Italy (Ph.D., 2016)


According to our database1, Mohammad Shojafar authored at least 169 papers between 2009 and 2024.

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Bibliography

2024
Deep Reinforcement Learning for Robust VNF Reconfigurations in O-RAN.
IEEE Trans. Netw. Serv. Manag., February, 2024

Edge-AI Empowered Dynamic VNF Splitting in O-RAN Slicing: A Federated DRL Approach.
IEEE Commun. Lett., February, 2024

A scalable and flexible platform for service placement in multi-fog and multi-cloud environments.
J. Supercomput., January, 2024

A Collaborative Software Defined Network-Based Smart Grid Intrusion Detection System.
IEEE Open J. Commun. Soc., 2024

Multi-Agent Context Learning Strategy for Interference-Aware Beam Allocation in mmWave Vehicular Communications.
CoRR, 2024

2023
Energy-Aware Dynamic VNF Splitting in O-RAN Using Deep Reinforcement Learning.
IEEE Wirel. Commun. Lett., November, 2023

Privacy-Aware Multiagent Deep Reinforcement Learning for Task Offloading in VANET.
IEEE Trans. Intell. Transp. Syst., November, 2023

Real-Time Link Verification in Software-Defined Networks.
IEEE Trans. Netw. Serv. Manag., September, 2023

IdenMultiSig: Identity-Based Decentralized Multi-Signature in Internet of Things.
IEEE Trans. Comput. Soc. Syst., August, 2023

VFAS: Reliable and Privacy-Preserving V2F Authentication Scheme for Road Condition Monitoring System in IoV.
IEEE Trans. Veh. Technol., June, 2023

An SDN perspective IoT-Fog security: A survey.
Comput. Networks, June, 2023

Introduction to the Special Section on Internet of Behavior for Emerging Technologies.
ACM Trans. Sens. Networks, May, 2023

Poisoning Bearer Context Migration in O-RAN 5G Network.
IEEE Wirel. Commun. Lett., March, 2023

ARARAT: A Collaborative Edge-Assisted Framework for HTTP Adaptive Video Streaming.
IEEE Trans. Netw. Serv. Manag., March, 2023

IRATS: A DRL-based intelligent priority and deadline-aware online resource allocation and task scheduling algorithm in a vehicular fog network.
Ad Hoc Networks, March, 2023

DisBezant: Secure and Robust Federated Learning Against Byzantine Attack in IoT-Enabled MTS.
IEEE Trans. Intell. Transp. Syst., February, 2023

OPERA: Optional Dimensional Privacy-Preserving Data Aggregation for Smart Healthcare Systems.
IEEE Trans. Ind. Informatics, 2023

SIEMS: A Secure Intelligent Energy Management System for Industrial IoT Applications.
IEEE Trans. Ind. Informatics, 2023

SCEMA: An SDN-Oriented Cost-Effective Edge-Based MTD Approach.
IEEE Trans. Inf. Forensics Secur., 2023

Utility Maximization for IRS Assisted Wireless Powered Mobile Edge Computing and Caching (WP-MECC) Networks.
IEEE Trans. Commun., 2023

S-FoS: A secure workflow scheduling approach for performance optimization in SDN-based IoT-Fog networks.
J. Inf. Secur. Appl., 2023

CP-Steering: CDN- and Protocol-Aware Content Steering Solution for HTTP Adaptive Video Streaming.
Proceedings of the 2nd Mile-High Video Conference, 2023

An Efficient Distributed Intrusion Detection System in IoT: GAN-Based Attacks and a Countermeasure.
Proceedings of the IEEE International Conference on Communications, 2023

SARENA: SFC-Enabled Architecture for Adaptive Video Streaming Applications.
Proceedings of the IEEE International Conference on Communications, 2023

A Distributed Intrusion Detection System for Future Smart Grid Metering Network.
Proceedings of the IEEE International Conference on Communications, 2023

A Heterogenous IoT Attack Detection Through Deep Reinforcement Learning: A Dynamic ML Approach.
Proceedings of the IEEE International Conference on Communications, 2023

A Flexible Service Function Chain Optimisation Scheme Based on Network Topology Clustering.
Proceedings of the IEEE Global Communications Conference, 2023

Service Classification of Network Traffic in 5G Core Networks using Machine Learning.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022
Resource Allocation and Task Scheduling in Fog Computing and Internet of Everything Environments: A Taxonomy, Review, and Future Directions.
ACM Comput. Surv., January, 2022

An Adaptive Energy-Aware Stochastic Task Execution Algorithm in Virtualized Networked Datacenters.
IEEE Trans. Sustain. Comput., 2022

SETTI: A Self-supervised AdvErsarial Malware DeTection ArchiTecture in an IoT Environment.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Privacy-Preserving Distributed Multi-Task Learning against Inference Attack in Cloud Computing.
ACM Trans. Internet Techn., 2022

AFFIRM: Provably Forward Privacy for Searchable Encryption in Cooperative Intelligent Transportation System.
IEEE Trans. Intell. Transp. Syst., 2022

PPVF: Privacy-Preserving Protocol for Vehicle Feedback in Cloud-Assisted VANET.
IEEE Trans. Intell. Transp. Syst., 2022

IECL: An Intelligent Energy Consumption Model for Cloud Manufacturing.
IEEE Trans. Ind. Informatics, 2022

DEHM: An Improved Differential Evolution Algorithm Using Hierarchical Multistrategy in a Cybertwin 6G Network.
IEEE Trans. Ind. Informatics, 2022

Personalized Privacy-Aware Task Offloading for Edge-Cloud-Assisted Industrial Internet of Things in Automated Manufacturing.
IEEE Trans. Ind. Informatics, 2022

Forward Privacy Preservation in IoT-Enabled Healthcare Systems.
IEEE Trans. Ind. Informatics, 2022

Guest Editorial: Security and Privacy of Federated Learning Solutions for Industrial IoT Applications.
IEEE Trans. Ind. Informatics, 2022

SAKE*: A Symmetric Authenticated Key Exchange Protocol With Perfect Forward Secrecy for Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2022

EVCT: An Efficient VM Deployment Algorithm for a Software-Defined Data Center in a Connected and Autonomous Vehicle Environment.
IEEE Trans. Green Commun. Netw., 2022

ECMS: An Edge Intelligent Energy Efficient Model in Mobile Edge Computing.
IEEE Trans. Green Commun. Netw., 2022

An authentication and key agreement scheme for smart grid.
Peer-to-Peer Netw. Appl., 2022

Deadline-aware and energy-efficient IoT task scheduling in fog computing systems: A semi-greedy approach.
J. Netw. Comput. Appl., 2022

Intelligent-Reflecting-Surface-Empowered Wireless-Powered Caching Networks.
IEEE Internet Things J., 2022

Cryptanalysis of a Honeyword System in the IoT Platform.
IEEE Internet Things J., 2022

Green energy-efficient computing solutions in Internet of Things communications.
Int. J. Commun. Syst., 2022

Deep Image: A precious image based deep learning method for online malware detection in IoT Environment.
CoRR, 2022

A multi-queue priority-based task scheduling algorithm in fog computing environment.
Concurr. Comput. Pract. Exp., 2022

Can Open and AI-Enabled 6G RAN Be Secured?
IEEE Consumer Electron. Mag., 2022

Light-Edge: A Lightweight Authentication Protocol for IoT Devices in an Edge-Cloud Environment.
IEEE Consumer Electron. Mag., 2022

Slight: A lightweight authentication scheme for smart healthcare services.
Comput. Electr. Eng., 2022

Smart Grid Security and Privacy: From Conventional to Machine Learning Issues (Threats and Countermeasures).
IEEE Access, 2022

Optimizing Virtual Network Function Splitting in Open-RAN Environments.
Proceedings of the 47th IEEE Conference on Local Computer Networks, 2022

CHFL: A Collaborative Hierarchical Federated Intrusion Detection System for Vehicular Networks.
Proceedings of the IEEE Symposium on Computers and Communications, 2022

A Cost-Effective MTD Approach for DDoS Attacks in Software-Defined Networks.
Proceedings of the IEEE Global Communications Conference, 2022

FLEX: A Platform for Scalable Service Placement in Multi-Fog and Multi-Cloud Environments.
Proceedings of the ACSW 2022: Australasian Computer Science Week 2022, Brisbane, Australia, February 14, 2022

2021
Intelligent Reflecting Surface Assisted Mobile Edge Computing for Internet of Things.
IEEE Wirel. Commun. Lett., 2021

Joint QoS-aware and Cost-efficient Task Scheduling for Fog-cloud Resources in a Volunteer Computing System.
ACM Trans. Internet Techn., 2021

TEL: Low-Latency Failover Traffic Engineering in Data Plane.
IEEE Trans. Netw. Serv. Manag., 2021

HDMA: Hybrid D2D Message Authentication Scheme for 5G-Enabled VANETs.
IEEE Trans. Intell. Transp. Syst., 2021

Voice-Transfer Attacking on Industrial Voice Control Systems in 5G-Aided IIoT Domain.
IEEE Trans. Ind. Informatics, 2021

Fed-IIoT: A Robust Federated Malware Detection Architecture in Industrial IoT.
IEEE Trans. Ind. Informatics, 2021

LEVER: Secure Deduplicated Cloud Storage With Encrypted Two-Party Interactions in Cyber-Physical Systems.
IEEE Trans. Ind. Informatics, 2021

IADE: An Improved Differential Evolution Algorithm to Preserve Sustainability in a 6G Network.
IEEE Trans. Green Commun. Netw., 2021

AFED-EF: An Energy-Efficient VM Allocation Algorithm for IoT Applications in a Cloud Data Center.
IEEE Trans. Green Commun. Netw., 2021

FPFTS: A joint fuzzy particle swarm optimization mobility-aware approach to fog task scheduling algorithm for Internet of Things devices.
Softw. Pract. Exp., 2021

GRVMP: A Greedy Randomized Algorithm for Virtual Machine Placement in Cloud Data Centers.
IEEE Syst. J., 2021

A priority, power and traffic-aware virtual machine placement of IoT applications in cloud data centers.
J. Syst. Archit., 2021

FUPE: A security driven task scheduling approach for SDN-based IoT-Fog networks.
J. Inf. Secur. Appl., 2021

Closed-loop and open-loop authentication protocols for blockchain-based IoT systems.
Inf. Process. Manag., 2021

Neural Architecture Search for Robust Networks in 6G-Enabled Massive IoT Domain.
IEEE Internet Things J., 2021

RSS: An Energy-Efficient Approach for Securing IoT Service Protocols Against the DoS Attack.
IEEE Internet Things J., 2021

Introduction to Special Issue on Future of Wireless Communication and 6G Networks.
Int. J. Wirel. Inf. Networks, 2021

Foreword: Special Issue on Trends in Artificial Intelligence and Data Analytics for an Ethical and Inclusive Digitalized Society.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2021

A Technical Report for Light-Edge: A Lightweight Authentication Protocol for IoT Devices in an Edge-Cloud Environment.
CoRR, 2021

A Two-layer Collaborative Vehicle-Edge Intrusion Detection System for Vehicular Communications.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

FIDS: A Federated Intrusion Detection System for 5G Smart Metering Network.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

PGA: A Priority-aware Genetic Algorithm for Task Scheduling in Heterogeneous Fog-Cloud Computing.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Link Latency Attack in Software-Defined Networks.
Proceedings of the 17th International Conference on Network and Service Management, 2021

2020
A secure biometric-based authentication protocol for global mobility networks in smart cities.
J. Supercomput., 2020

Adaptive Computing-Plus-Communication Optimization Framework for Multimedia Processing in Cloud Systems.
IEEE Trans. Cloud Comput., 2020

On defending against label flipping attacks on malware detection systems.
Neural Comput. Appl., 2020

Priority, network and energy-aware placement of IoT-based application services in fog-cloud environments.
IET Commun., 2020

Similarity-based Android malware detection using Hamming distance of static binary features.
Future Gener. Comput. Syst., 2020

A job scheduling algorithm for delay and performance optimization in fog computing.
Concurr. Comput. Pract. Exp., 2020

Can machine learning model with static features be fooled: an adversarial machine learning approach.
Clust. Comput., 2020

SysDroid: a dynamic ML-based android malware analyzer using system call traces.
Clust. Comput., 2020

Computation Offloading Strategy in Heterogeneous Fog Computing with Energy and Delay Constraints.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Generation of realistic signal strength measurements for a 5G Rogue Base Station attack scenario.
Proceedings of the 8th IEEE Conference on Communications and Network Security, 2020

2019
Joint Energy Efficient and QoS-Aware Path Allocation and VNF Placement for Service Function Chaining.
IEEE Trans. Netw. Serv. Manag., 2019

Energy-Efficient Adaptive Resource Management for Real-Time Vehicular Cloud Services.
IEEE Trans. Cloud Comput., 2019

FOCAN: A Fog-supported smart city network architecture for management of applications in the Internet of Everything environments.
J. Parallel Distributed Comput., 2019

Optimal management of reusable functional blocks in 5G superfluid networks.
Int. J. Netw. Manag., 2019

LACO: Lightweight Three-Factor Authentication, Access Control and Ownership Transfer Scheme for E-Health Systems in IoT.
Future Gener. Comput. Syst., 2019

Software defined service function chaining with failure consideration for fog computing.
Concurr. Comput. Pract. Exp., 2019

Recent advances in cloud data centers toward fog data centers.
Concurr. Comput. Pract. Exp., 2019

Identification of Android malware using refined system calls.
Concurr. Comput. Pract. Exp., 2019

Joint failure recovery, fault prevention, and energy-efficient resource management for real-time SFC in fog-supported SDN.
Comput. Networks, 2019

PAKIT: Proactive Authentication and Key Agreement Protocol for Internet of Things.
Proceedings of the IEEE INFOCOM 2019, 2019

Joint Task Offloading and Resource Allocation for Delay-Sensitive Fog Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A New Secure Data Dissemination Model in Internet of Drones.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Automatic Clustering of Attacks in Intrusion Detection Systems.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018
An Approach to Balance Maintenance Costs and Electricity Consumption in Cloud Data Centers.
IEEE Trans. Sustain. Comput., 2018

Joint Minimization of the Energy Costs From Computing, Data Transmission, and Migrations in Cloud Data Centers.
IEEE Trans. Green Commun. Netw., 2018

An efficient routing protocol for the QoS support of large-scale MANETs.
Int. J. Commun. Syst., 2018

FeatureAnalytics: An approach to derive relevant attributes for analyzing Android Malware.
CoRR, 2018

CECT: computationally efficient congestion-avoidance and traffic engineering in software-defined cloud data centers.
Clust. Comput., 2018

Energy-efficient path allocation heuristic for service function chaining.
Proceedings of the 21st Conference on Innovation in Clouds, 2018

2017
FLAPS: bandwidth and delay-efficient distributed data searching in Fog-supported P2P content delivery networks.
J. Supercomput., 2017

P-SEP: a prolong stable election routing algorithm for energy-limited heterogeneous fog-supported wireless sensor networks.
J. Supercomput., 2017

Barrier coverage of WSNs with the imperialist competitive algorithm.
J. Supercomput., 2017

Cluster-head based feedback for simplified time reversal prefiltering in ultra-wideband systems.
Phys. Commun., 2017

A survey on energy estimation and power modeling schemes for smartphone applications.
Int. J. Commun. Syst., 2017

Q*: Energy and delay-efficient dynamic queue management in TCP/IP virtualized data centers.
Comput. Commun., 2017

2-Phase NSGA II: An Optimized Reward and Risk Measurements Algorithm in Portfolio Optimization.
Algorithms, 2017

Fog of Everything: Energy-Efficient Networked Computing Architectures, Research Challenges, and a Case Study.
IEEE Access, 2017

Optimal superfluid management of 5G networks.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

A Novel Distributed Fog-Based Networked Architecture to Preserve Energy in Fog Data Centers.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

A measurement-based analysis of temperature variations introduced by power management on Commodity HardWare.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

P5G: A Bio-Inspired Algorithm for the Superfluid Management of 5G Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Mobile Cloud Computing: Challenges and Future Research Directions.
Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

An Optimization Model to Reduce Energy Consumption in Software-Defined Data Centers.
Proceedings of the Cloud Computing and Service Science - 7th International Conference, 2017

A Computation- and Network-Aware Energy Optimization Model for Virtual Machines Allocation.
Proceedings of the CLOSER 2017, 2017

2016
Energy-efficient dynamic traffic offloading and reconfiguration of networked data centers for big data stream mobile computing: review, challenges, and a case study.
IEEE Netw., 2016

A new Stable Election-based routing algorithm to preserve aliveness and energy in fog-supported wireless sensor networks.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Minimizing computing-plus-communication energy consumptions in virtualized networked data centers.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

An Energy-aware Scheduling Algorithm in DVFS-enabled Networked Data Centers.
Proceedings of the CLOSER 2016, 2016

2015
Improving Channel Assignment in Multi-radio Wireless Mesh Networks with Learning Automata.
Wirel. Pers. Commun., 2015

Erratum to: A New Meta-heuristic Algorithm for Maximizing Lifetime of Wireless Sensor Networks.
Wirel. Pers. Commun., 2015

A New Meta-heuristic Algorithm for Maximizing Lifetime of Wireless Sensor Networks.
Wirel. Pers. Commun., 2015

A Hybrid Algorithm for Preserving Energy and Delay Routing in Mobile Ad-Hoc Networks.
Wirel. Pers. Commun., 2015

Distributed and adaptive resource management in Cloud-assisted Cognitive Radio Vehicular Networks with hard reliability guarantees.
Veh. Commun., 2015

Energy-efficient adaptive networked datacenters for the QoS support of real-time applications.
J. Supercomput., 2015

An efficient and distributed file search in unstructured peer-to-peer networks.
Peer-to-Peer Netw. Appl., 2015

ALATO: An efficient intelligent algorithm for time optimization in an economic grid based on adaptive stochastic Petri net.
J. Intell. Manuf., 2015

An efficient meta-heuristic algorithm for grid computing.
J. Comb. Optim., 2015

FR trust: a fuzzy reputation-based model for trust management in semantic P2P grids.
Int. J. Grid Util. Comput., 2015

Erratum to: FUGE: A joint meta-heuristic approach to cloud job scheduling algorithm using fuzzy theory and a genetic method.
Clust. Comput., 2015

FUGE: A joint meta-heuristic approach to cloud job scheduling algorithm using fuzzy theory and a genetic method.
Clust. Comput., 2015

Using the gravitational emulation local search algorithm to solve the multi-objective flexible dynamic job shop scheduling problem in Small and Medium Enterprises.
Ann. Oper. Res., 2015

Memory and memoryless optimal time-window controllers for secondary users in vehicular networks.
Proceedings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems, 2015

Energy-saving adaptive computing and traffic engineering for real-time-service data centers.
Proceedings of the IEEE International Conference on Communication, 2015

Gravitational Search Algorithm to Solve Open Vehicle Routing Problem.
Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2015

TETS: A Genetic-Based Scheduler in Cloud Computing to Decrease Energy and Makespan.
Proceedings of the Hybrid Intelligent Systems, 2015

OVRP_ICA: An Imperialist-Based Optimization Algorithm for the Open Vehicle Routing Problem.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Adaptive Energy-Efficient QoS-Aware Scheduling Algorithm for TCP/IP Mobile Cloud.
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015

Resource Scheduling in Mobile Cloud Computing: Taxonomy and Open Challenges.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

2014
PGSW-OS: a novel approach for resource management in a semantic web operating system based on a P2P grid architecture.
J. Supercomput., 2014

An efficient routing algorithm to preserve k-coverage in wireless sensor networks.
J. Supercomput., 2014

Using imperialist competition algorithm for independent task scheduling in grid computing.
J. Intell. Fuzzy Syst., 2014

FRTRUST: a fuzzy reputation based model for trust management in semantic P2P grids.
CoRR, 2014

Hybrid Genetic Algorithm for Cloud Computing Applications.
CoRR, 2014

Performance evaluation of a multi-frame persistent neighbor discovery strategy based on Sift-distribution in DTN RFID networks.
Proceedings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems, 2014

Performance evaluation of primary-secondary reliable resource-management in vehicular networks.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Rapid Way mobile application in Wireless sensor network: A practical research in transportation system.
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

GELS-GA: Hybrid metaheuristic algorithm for solving Multiple Travelling Salesman Problem.
Proceedings of the 14th International Conference on Intelligent Systems Design and Applications, 2014

Hybrid Job Scheduling Algorithm for Cloud Computing Environment.
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

A solution for multi-objective commodity vehicle routing problem by NSGA-II.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

Mathematical modeling of blood flow through an eccentric catheterized artery: A practical approach for a complex system.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

2013
An Efficient Scheduling Method for Grid Systems Based on a Hierarchical Stochastic Petri Net.
J. Comput. Sci. Eng., 2013

Hybrid Metaheuristic Algorithm for Job Scheduling on Computational Grids.
Informatica (Slovenia), 2013

GLOA: A New Job Scheduling Algorithm for Grid Computing.
Int. J. Interact. Multim. Artif. Intell., 2013

Energy-saving self-configuring networked data centers.
Comput. Networks, 2013

Weighted PCA for improving Document Image Retrieval System based on keyword spotting accuracy.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

LLLA: New Efficient Channel Assignment Method in Wireless Mesh Networks.
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

2012
The Use of Fuzzy Cognitive Maps in Analyzing and Implementation of ITIL Processes
CoRR, 2012

2010
The Practical Guidelines for Designing User Interface in Virtual Learning Environment.
Proceedings of the 2010 International Conference on E-Learning, 2010

2009
User interface in virtual learning environment.
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009


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