Farhan Ullah

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 56

Top Topics

Malware Detection

Pose Estimation

Top Venues

Trans. Emerg. Telecommun. Technol.

Int. J. Intell. Syst.

Publications

Ali Turab, Wutiphol Sintunavarat, Farhan Ullah, Shujaat Ali Zaidi, Andrés Montoyo, Josué-Antonio Nescolarde-Selva
Computational modeling of animal behavior in T-mazes: Insights from machine learning. Ecol. Informatics 81 (2024)
Farhan Ullah, Shamsher Ullah, Gautam Srivastava, Jerry Chun-Wei Lin
IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic. Digit. Commun. Networks 10 (1) (2024)
Farhan Ullah, Gautam Srivastava, Heng Xiao, Shamsher Ullah, Jerry Chun-Wei Lin, Yue Zhao
A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems With Intermittent Clients Using Medical Imaging. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Farhan Ullah, Ali Turab, Shamsher Ullah, Diletta Cacciagrano, Yue Zhao
Enhanced Network Intrusion Detection System for Internet of Things Security Using Multimodal Big Data Representation with Transfer Learning and Game Theory. Sensors 24 (13) (2024)
Sheharyar Khan, Jiangbin Zheng, Muhammad Irfan, Farhan Ullah, Sohrab Khan
An expert system for hybrid edge to cloud computational offloading in heterogeneous MEC-MCC environments. J. Netw. Comput. Appl. 225 (2024)
Farhan Ullah, Gautam Srivastava, Shamsher Ullah, Leonardo Mostarda
Privacy-Preserving Federated Learning Approach for Distributed Malware Attacks With Intermittent Clients and Image Representation. IEEE Trans. Consumer Electron. 70 (1) (2024)
Shamsher Ullah, Jianqiang Li, Farhan Ullah, Diletta Cacciagrano, Muhammad Tanveer Hussain, Victor C. M. Leung
Homomorphic Cryptography Authentication Scheme to Eliminate Machine Tools Gaps in Industry 4.0. AINA (6) (2024)
Muhammad Jamshaid Iqbal, Muhammad Farhan, Farhan Ullah, Gautam Srivastava, Sohail Jabbar
Intelligent multimedia content delivery in 5G/6G networks: A reinforcement learning approach. Trans. Emerg. Telecommun. Technol. 35 (4) (2024)
Shahid Ullah, Yingmei Li, Wajeeha Rahman, Farhan Ullah, Muhammad Ijaz, Anees Ullah, Gulzar Ahmad, Hameed Ullah, Tianshun Gao
CO-19 PDB 2.0: A Comprehensive COVID-19 Database with Global Auto-Alerts, Statistical Analysis, and Cancer Correlations. Database J. Biol. Databases Curation 2024 (2024)
Farhan Ullah, Irfan Ullah, Rehan Ullah Khan, Salabat Khan, Khalil Khan, Giovanni Pau
Conventional to Deep Ensemble Methods for Hyperspectral Image Classification: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Farhan Ullah, Gautam Srivastava, Shamsher Ullah, Kenji Yoshigoe, Yue Zhao
NIDS-VSB: Network Intrusion Detection System for VANET Using Spark-Based Big Data Optimization and Transfer Learning. IEEE Trans. Consumer Electron. 70 (1) (2024)
Farhan Ullah, Yaqian Long, Irfan Ullah, Rehan Ullah Khan, Salabat Khan, Khalil Khan, Maqbool Khan, Giovanni Pau
Deep Hyperspectral Shots: Deep Snap Smooth Wavelet Convolutional Neural Network Shots Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Rahat Ullah, Muhammad Yahya, Leonardo Mostarda, Abdullah Alshammari, Ahmed I. Alutaibi, Nadeem Sarwar, Farhan Ullah, Sibghat Ullah
Intelligent decision making for energy efficient fog nodes selection and smart switching in the IOT: a machine learning approach. PeerJ Comput. Sci. 10 (2024)
Farhan Ullah, Shamsher Ullah, Gautam Srivastava, Jerry Chun-Wei Lin, Yue Zhao
NMal-Droid: network-based android malware detection system using transfer learning and CNN-BiGRU ensemble. Wirel. Networks 30 (6) (2024)
Nizamud Din, Abdul Waheed, Shamsher Ullah, Noor Ul Amin, Gautam Srivastava, Farhan Ullah, Jerry Chun-Wei Lin
A typology of secure multicast communication over 5 G/6 G networks. Int. J. Inf. Sec. 22 (4) (2023)
Salabat Khan, Fei Luo, Zijian Zhang, Farhan Ullah, Farhan Amin, Syed Furqan Qadri, Md Belal Bin Heyat, Rukhsana Ruby, Lu Wang, Shamsher Ullah, Meng Li, Victor C. M. Leung, Kaishun Wu
A Survey on X.509 Public-Key Infrastructure, Certificate Revocation, and Their Modern Implementation on Blockchain and Ledger Technologies. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Shamsher Ullah, Jiangbin Zheng, Nizamud Din, Muhammad Tanveer Hussain, Farhan Ullah, Mahwish Yousaf
Elliptic Curve Cryptography; Applications, challenges, recent advances, and future trends: A comprehensive survey. Comput. Sci. Rev. 47 (2023)
Shahid Ullah, Wajeeha Rahman, Farhan Ullah, Anees Ullah, Gulzar Ahmad, Muhammad Ijaz, Hameed Ullah, Zilong Zheng, Tianshun Gao
AVPCD: a plant-derived medicine database of antiviral phytochemicals for cancer, Covid-19, malaria and HIV. Database J. Biol. Databases Curation 2023 (2023)
Yang Yang, Haitao Shang, Nasir Jamal, Farhan Ullah
Video Resources Recommendation for Online Tourism Teaching in Interactive Network. Mob. Networks Appl. 28 (3) (2023)
Hamad Naeem, Shi Dong, Olorunjube James Falana, Farhan Ullah
Development of a deep stacked ensemble with process based volatile memory forensics for platform independent malware detection and classification. Expert Syst. Appl. 223 (2023)
Farhan Ullah, Xiaochun Cheng, Leonardo Mostarda, Sohail Jabbar
Android-IoT Malware Classification and Detection Approach Using Deep URL Features Analysis. J. Database Manag. 34 (2) (2023)
Farhan Ullah, Shamsher Ullah, Gautam Srivastava, Jerry Chun-Wei Lin
Droid-MCFG: Android malware detection system using manifest and control flow traces with multi-head temporal convolutional network. Phys. Commun. 57 (2023)
Farhan Ullah, Muhammad Rashid Naeem, Abdullah S. Bajahzar, Fadi Al-Turjman
IoT-based Cloud Service for Secured Android Markets using PDG-based Deep Learning Classification. ACM Trans. Internet Techn. 22 (2) (2022)
Hamad Naeem, Xiaochun Cheng, Farhan Ullah, Sohail Jabbar, Shi Dong
A Deep Convolutional Neural Network Stacked Ensemble for Malware Threat Classification in Internet of Things. J. Circuits Syst. Comput. 31 (17) (2022)
Farhan Ullah, Amjad Alsirhani, Mohammed Mujib Alshahrani, Abdullah Alomari, Hamad Naeem, Syed Aziz Shah
Explainable Malware Detection System Using Transformers-Based Transfer Learning and Multi-Model Visual Representation. Sensors 22 (18) (2022)
Farhan Ullah, Jihoon Moon, Hamad Naeem, Sohail Jabbar
Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model. J. Supercomput. 78 (17) (2022)
Farhan Ullah, Shamsher Ullah, Muhammad Rashid Naeem, Leonardo Mostarda, Seungmin Rho, Xiaochun Cheng
Cyber-Threat Detection System Using a Hybrid Approach of Transfer Learning and Multi-Model Image Representation. Sensors 22 (15) (2022)
Farhan Ullah, Hamad Naeem, Muhammad Rashid Naeem, Sohail Jabbar, Shehazad Khalid, Fadi Al-Turjman, Abdelrahman Abuarqoub
Detection of clone scammers in Android markets using IoT-based edge computing. Trans. Emerg. Telecommun. Technol. 33 (6) (2022)
Shamsher Ullah, Zheng Jiangbin, Muhammad Tanveer Hussain, Nizamud Din, Farhan Ullah, Muhammad Umar Farooq
A perspective trend of hyperelliptic curve cryptosystem for lighted weighted environments. J. Inf. Secur. Appl. 70 (2022)
Farhan Ullah, Gautam Srivastava, Shamsher Ullah
A malware detection system using a hybrid approach of multi-heads attention-based control flow traces and image visualization. J. Cloud Comput. 11 (2022)
Farhan Ullah, Muhammad Rashid Naeem, Hamad Naeem, Xiaochun Cheng, Mamoun Alazab
CroLSSim: Cross-language software similarity detector using hybrid approach of LSA-based AST-MDrep features and CNN-LSTM model. Int. J. Intell. Syst. 37 (9) (2022)
Farhan Ullah, Sohail Jabbar, Leonardo Mostarda
An intelligent decision support system for software plagiarism detection in academia. Int. J. Intell. Syst. 36 (6) (2021)
Farhan Ullah, Muhammad Rashid Naeem, Leonardo Mostarda, Syed Aziz Shah
Clone detection in 5G-enabled social IoT system using graph semantics and deep learning model. Int. J. Mach. Learn. Cybern. 12 (11) (2021)
Nasir Jamal, Chen Xianqiao, Fadi M. Al-Turjman, Farhan Ullah
A Deep Learning-based Approach for Emotions Classification in Big Corpus of Imbalanced Tweets. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (3) (2021)
Farhan Ullah, Junfeng Wang, Muhammad Farhan, Masood Habib, Shehzad Khalid
Software plagiarism detection in multiprogramming languages using machine learning approach. Concurr. Comput. Pract. Exp. 33 (4) (2021)
Farhan Ullah, Bofeng Zhang, Rehan Ullah Khan, Tae-Sun Chung, Muhammad Attique, Khalil Khan, Salim El Khediri, Sadeeq Jan
Deep Edu: A Deep Neural Collaborative Filtering for Educational Services Recommendation. IEEE Access 8 (2020)
Farhan Ullah, Junfeng Wang, Muhammad Farhan, Sohail Jabbar, Zhiming Wu, Shehzad Khalid
Plagiarism detection in students' programming assignments based on semantics: multimedia e-learning based smart assessment methodology. Multim. Tools Appl. 79 (13-14) (2020)
Jing Li, Jiang Wang, Farhan Ullah
Corrections to "An End-to-End Task-Simplified and Anchor-Guided Deep Learning Framework for Image-Based Head Pose Estimation". IEEE Access 8 (2020)
Farhan Ullah, Junfeng Wang, Muhammad Farhan, Sohail Jabbar, Muhammad Kashif Naseer, Muhammad Asif
LSA Based Smart Assessment Methodology for SDN Infrastructure in IoT Environment. Int. J. Parallel Program. 48 (2) (2020)
Jing Li, Jiang Wang, Farhan Ullah
An End-to-End Task-Simplified and Anchor-Guided Deep Learning Framework for Image-Based Head Pose Estimation. IEEE Access 8 (2020)
Farhan Ullah, Bofeng Zhang, Rehan Ullah Khan, Irfan Ullah, Aamir Khan, Ali Mustafa Qamar
Visual-based Items Recommendation Using Deep Neural Network. CNIOT (2020)
Umair Khadam, Muhammad Munwar Iqbal, Leonardo Mostarda, Farhan Ullah
An Efficient Framework for Text Document Security and Privacy. SocialSec (2020)
Farhan Ullah, Bofeng Zhang, Rehan Ullah Khan
Image-Based Service Recommendation System: A JPEG-Coefficient RFs Approach. IEEE Access 8 (2020)
Jiang Wang, Farhan Ullah, Ying Cai, Jing Li
Corrections to "Non-Stationary Representation for Continuity Aware Head Pose Estimation via Deep Neural Decision Trees". IEEE Access 8 (2020)
Hamad Naeem, Farhan Ullah, Muhammad Rashid Naeem, Shehzad Khalid, Danish Vasan, Sohail Jabbar, Saqib Saeed
Malware detection in industrial internet of things based on hybrid image visualization and deep learning model. Ad Hoc Networks 105 (2020)
Farhan Ullah, Bofeng Zhang, Guobing Zou, Irfan Ullah, Ali Mustafa Qamar, Durr-e-Nayab
Large-scale Distributive Matrix Collaborative Filtering for Recommender System. CNIOT (2020)
Hamad Naeem, Bing Guo, Farhan Ullah, Muhammad Rashid Naeem
A Cross-Platform Malware Variant Classification based on Image Representation. KSII Trans. Internet Inf. Syst. 13 (7) (2019)
Muhammad Rashid Naeem, Tao Lin, Hamad Naeem, Farhan Ullah, Saqib Saeed
Scalable Mutation Testing Using Predictive Analysis of Deep Learning Model. IEEE Access 7 (2019)
Farhan Ullah, Hamad Naeem, Sohail Jabbar, Shehzad Khalid, Muhammad Ahsan Latif, Fadi M. Al-Turjman, Leonardo Mostarda
Cyber Security Threats Detection in Internet of Things Using Deep Learning Approach. IEEE Access 7 (2019)
Hamad Naeem, Bing Guo, Muhammad Rashid Naeem, Farhan Ullah, Hamza Aldabbas, Muhammad Sufyan Javed
Identification of malicious code variants based on image visualization. Comput. Electr. Eng. 76 (2019)
Jiang Wang, Farhan Ullah, Ying Cai, Jing Li
Non-Stationary Representation for Continuity Aware Head Pose Estimation Via Deep Neural Decision Trees. IEEE Access 7 (2019)
Farhan Ullah, Junfeng Wang, Sohail Jabbar, Fadi Al-Turjman, Mamoun Alazab
Source Code Authorship Attribution Using Hybrid Approach of Program Dependence Graph and Deep Learning Model. IEEE Access 7 (2019)
Muhammad Aamir, Yi-Fei Pu, Ziaur Rahman, Waheed Ahmed Abro, Hamad Naeem, Farhan Ullah, Aymen Mudheher Badr
A Hybrid Proposed Framework for Object Detection and Classification. J. Inf. Process. Syst. 14 (5) (2018)
Ziaur Rahman, Muhammad Aamir, Yi-Fei Pu, Farhan Ullah, Qiang Dai
A Smart System for Low-Light Image Enhancement with Color Constancy and Detail Manipulation in Complex Light Environments. Symmetry 10 (12) (2018)
Sohail Jabbar, Farhan Ullah, Shehzad Khalid, Murad Khan, Kijun Han
Semantic Interoperability in Heterogeneous IoT Infrastructure for Healthcare. Wirel. Commun. Mob. Comput. 2017 (2017)
Kaleem Razzaq Malik, Ahmad Tauqir, Muhammad Farhan, Farhan Ullah, Kashif Amjad, Shehzad Khalid
Multiagent Semantical Annotation Enhancement Model for IoT-Based Energy-Aware Data. Int. J. Distributed Sens. Networks 12 (6) (2016)
Farhan Ullah, Shun'ichi Kaneko
Using orientation codes for rotation-invariant template matching. Pattern Recognit. 37 (2) (2004)
Farhan Ullah, Shun'ichi Kaneko, Satoru Igarashi
Object Search Using Orientation Code Matching. MVA (2000)