Network intrusion detection system: A systematic study of machine learning and deep learning approaches

Zeeshan Ahmad, Adnan Shahid Khan, Cheah Wai Shiang, +2

Transactions on Emerging Telecommunications Technologies

Anomaly DetectionMachine LearningEngineeringInformation SecurityInformation Forensics +16

Internet-of-Things-Based Smart Cities: Recent Advances and Challenges

Yasir Mehmood, Farhan Ahmad, Ibrar Yaqoob, +3

IEEE Communications Magazine

Iot Data AnalyticsEngineeringSmart City InitiativesData ScienceSmart City +12

MARINE: Man-in-the-Middle Attack Resistant Trust Model in Connected Vehicles

Farhan Ahmad, Fatih Kurugöllü, Asma Adnane, +2

IEEE Internet of Things Journal

Internet Of VehicleEngineeringInformation SecurityTrust Management ArchitectureVerification +18

The case of HyperLedger Fabric as a blockchain solution for healthcare applications

McSeth Antwi, Asma Adnane, Farhan Ahmad, +3

Blockchain Research and Applications

Man-In-The-Middle Attacks in Vehicular Ad-Hoc Networks: Evaluating the Impact of Attackers’ Strategies

Farhan Ahmad, Asma Adnane, Virginia N. L. Franqueira, +2

Sensors

Legitimate NodesVehicle CommunicationInternet Of VehicleEngineeringMan-in-the-middle Attacks +11

TEAM: A Trust Evaluation and Management Framework in Context-Enabled Vehicular Ad-Hoc Networks

Farhan Ahmad, Virginia N. L. Franqueira, Asma Adnane

IEEE Access

Vehicle CommunicationInternet Of VehicleEngineeringInformation SecurityTrust Management Architecture +20

A Spectrogram Image-Based Network Anomaly Detection System Using Deep Convolutional Neural Network

Adnan Shahid Khan, Zeeshan Ahmad, Johari Abdullah, +1

IEEE Access

Convolutional Neural NetworkAnomaly DetectionMachine LearningEngineeringInformation Security +18

A blockchain-based decentralized machine learning framework for collaborative intrusion detection within UAVs

Ammar Ahmed Khan, Muhammad Mubashir Khan, Kashif Mehboob Khan, +2

Computer Networks

Decentralized SecurityDecentralized Machine LearningEngineeringData ScienceDecentralized Privacy +7

NOTRINO: A NOvel Hybrid TRust Management Scheme for INternet-of-Vehicles

Farhan Ahmad, Fatih Kurugöllü, Chaker Abdelaziz Kerrache, +2

IEEE Transactions on Vehicular Technology

Trusted SystemHybrid Trust ModelsInternet Of VehicleEngineeringTrust Models +11

Towards a trusted unmanned aerial system using blockchain for the protection of critical infrastructure

Ezedin Barka, Chaker Abdelaziz Kerrache, Hadjer Benkraouda, +3

Transactions on Emerging Telecommunications Technologies

Blockchain Consensus ProtocolEngineeringInformation SecurityIot SecurityDistributed Ledger +16