Modeling and Analysis of DIPPM: A New Modulation Scheme for Visible Light Communications. - Sana Ullah Jan; Young-Doo Lee; Insoo Koo (J. Sensors, 2015)

Sensor faults detection and classification using SVM with diverse features. - Sana Ullah Jan; Insoo Koo (ICTC, 2017)

Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features. - Sana Ullah Jan; Young-Doo Lee; Jungpil Shin 001; Insoo Koo (IEEE Access, 2017)

Performance Analysis of Support Vector Machine-Based Classifier for Spectrum Sensing in Cognitive Radio Networks. - Sana Ullah Jan; Van-Hiep Vu; Insoo Koo (CyberC, 2018)

A Novel Feature Selection Scheme and a Diversified-Input SVM-Based Classifier for Sensor Fault Classification. - Sana Ullah Jan; Insoo Koo (J. Sensors, 2018)

On Lightweight Method for Intrusions Detection in the Internet of Things. - Vladimir V. Shakhov; Sana Ullah Jan; Saeed Ahmed 002; Insoo Koo (BlackSeaCom, 2019)

Toward a Lightweight Intrusion Detection System for the Internet of Things. - Sana Ullah Jan; Saeed Ahmed 002; Vladimir V. Shakhov; Insoo Koo (IEEE Access, 2019)

A Review and Comparison of the State-of-the-Art Techniques for Atrial Fibrillation Detection and Skin Hydration. - Sidrah Liaqat; Kia Dashtipour; Adnan Zahid; Kamran Arshad; Sana Ullah Jan; Khaled Assaleh 001; Naeem Ramzan (Frontiers Commun. Networks, 2021)

A distributed sensor-fault detection and diagnosis framework using machine learning. - Sana Ullah Jan; Young-Doo Lee; Insoo Koo (Inf. Sci., 2021)

Fault diagnosis based on extremely randomized trees in wireless sensor networks. - Umer Saeed; Sana Ullah Jan; Young-Doo Lee; Insoo Koo (Reliab. Eng. Syst. Saf., 2021)

A Deep Learning-Based Intrusion Detection System for MQTT Enabled IoT. - Muhammad Almas Khan; Muazzam Ali Khan; Sana Ullah Jan; Jawad Ahmad 001; Sajjad Shaukat Jamal; Awais Aziz Shah; Nikolaos Pitropakis; William J. Buchanan (Sensors, 2021)

CAFD: Context-Aware Fault Diagnostic Scheme towards Sensor Faults Utilizing Machine Learning. - Umer Saeed; Young-Doo Lee; Sana Ullah Jan; Insoo Koo (Sensors, 2021)

Sensing and Artificial Intelligent Maternal-Infant Health Care Systems: A Review. - Saima Gulzar Ahmad; Tassawar Iqbal; Anam Javaid; Ehsan Ullah Munir; Nasira Kirn; Sana Ullah Jan; Naeem Ramzan (Sensors, 2022)

Multiple Participants' Discrete Activity Recognition in a Well-Controlled Environment Using Universal Software Radio Peripheral Wireless Sensing. - Umer Saeed; Syed Yaseen Shah; Syed Aziz Shah; Haipeng Liu 001; Abdullah Alhumaidi Alotaibi; Turke Althobaiti; Naeem Ramzan; Sana Ullah Jan; Jawad Ahmad 001; Qammer H. Abbasi (Sensors, 2022)

A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer Diagnosis. - Mujeeb Ur Rehman; Arslan Shafique; Yazeed Yasin Ghadi; Wadii Boulila; Sana Ullah Jan; Thippa Reddy Gadekallu; Maha Driss; Jawad Ahmad 001 (IEEE Trans. Netw. Sci. Eng., 2022)

A Lightweight Chaos-Based Medical Image Encryption Scheme Using Random Shuffling and XOR Operations. - Fawad Masood; Maha Driss; Wadii Boulila; Jawad Ahmad 001; Sadaqat ur Rehman; Sana Ullah Jan; Abdullah Qayyum; William J. Buchanan (Wirel. Pers. Commun., 2022)

Contactless Breathing Waveform Detection Through RF Sensing: Radar vs. Wi-Fi Techniques. - Umer Saeed; Dingchang Zheng; Behzad Ali Shah; Syed Ikram Shah; Sana Ullah Jan; Jawad Ahmad 001; Qammer H. Abbasi; Syed Aziz Shah; Wadii Boulila (ComNet, 2023)

A Hybrid Deep Learning Scheme for Intrusion Detection in the Internet of Things. - Asadullah Momand; Sana Ullah Jan; Naeem Ramzan (ISPR (2), 2023)

A Hybrid Neuro-Fuzzy Approach for Heterogeneous Patch Encoding in ViTs Using Contrastive Embeddings and Deep Knowledge Dispersion. - Syed Muhammad Ahmed Hassan Shah; Muhammad Qasim Khan; Yazeed Yasin Ghadi; Sana Ullah Jan; Olfa Mzoughi; Monia Hamdi (IEEE Access, 2023)

BIoMT: A Blockchain-Enabled Healthcare Architecture for Information Security in the Internet of Medical Things. - Sahar Badri; Sana Ullah Jan; Daniyal M. Alghazzawi; Sahar Aldhaheri; Nikolaos Pitropakis (Comput. Syst. Sci. Eng., 2023)

AI-Enabled Traffic Control Prioritization in Software-Defined IoT Networks for Smart Agriculture. - Fahad Masood; Wajid Ullah Khan; Sana Ullah Jan; Jawad Ahmad 001 (Sensors, 2023)

TNN-IDS: Transformer neural network-based intrusion detection system for MQTT-enabled IoT Networks. - Safi Ullah; Jawad Ahmad 001; Muazzam Ali Khan; Mohammed S. Alshehri; Wadii Boulila; Anis Koubaa; Sana Ullah Jan; M. Munawwar Iqbal Ch (Comput. Networks, 2023)

Robust Epileptic Seizure Detection Using Long Short-Term Memory and Feature Fusion of Compressed Time-Frequency EEG Images. - Shafi Ullah Khan; Sana Ullah Jan; Insoo Koo (Sensors, 2023)

ACNN-IDS: An Attention-Based CNN for Cyberattack Detection in IoT. - Zil e Huma; Jawad Ahmad 001; Hussam M. N. Al Hamadi; Baraq Ghaleb; William J. Buchanan; Sana Ullah Jan (ICCR, 2024)

Transfer Learning with Domain Adaptation for Unlabelled Sensor Faulty Data Classification. - Md. Nazmul Hasan; Rafia Nishat Toma; Sana Ullah Jan; Insoo Koo (ICTC, 2024)

ABCNN-IDS: Attention-Based Convolutional Neural Network for Intrusion Detection in IoT Networks. - Asadullah Momand; Sana Ullah Jan; Naeem Ramzan (Wirel. Pers. Commun., 2024)

Computer-aided diagnosis of Alzheimer's disease and neurocognitive disorders with multimodal Bi-Vision Transformer (BiViT). - Syed Muhammad Ahmed Hassan Shah; Muhammad Qasim Khan; Atif Rizwan; Sana Ullah Jan; Nagwan M. Abdel Samee; Mona M. Jamjoom (Pattern Anal. Appl., 2024)

Cross-Platform Benchmarking of the FHE Libraries: Novel Insights into SEAL and OpenFHE. - Faneela; Jawad Ahmad 001; Baraq Ghaleb; Sana Ullah Jan; William J. Buchanan (IACR Cryptol. ePrint Arch., 2025)

Leveraging LLMs for Non-Security Experts in Threat Hunting: Detecting Living off the Land Techniques. - Antreas Konstantinou; Dimitrios Kasimatis; William J. Buchanan; Sana Ullah Jan; Jawad Ahmad 001; Ilias Politis; Nikolaos Pitropakis (Mach. Learn. Knowl. Extr., 2025)

A Hybrid Neural Network with Smart Skip Connections for High-Precision, Low-Latency EMG-Based Hand Gesture Recognition. - Hafsa Wazir; Jawad Ahmad 001; Muazzam A. Khan; Sana Ullah Jan; Fadia Ali Khan; Muhammad Shahbaz Khan (CoRR, 2025)

Performance Evaluation of Threshold Signing Schemes in Cryptography. - Faneela; Jawad Ahmad 001; Baraq Ghaleb; Imdad Ullah Khan; William J. Buchanan; Sana Ullah Jan; Muhammad Shahbaz Khan (CoRR, 2025)

Privacy-Preserving Credit Card Approval Using Homomorphic SVM: Toward Secure Inference in FinTech Applications. - Faneela; Baraq Ghaleb; Jawad Ahmad 001; William J. Buchanan; Sana Ullah Jan (CoRR, 2025)

Generative adversarial networks-enabled anomaly detection systems: A survey. - Umer Saeed; Sana Ullah Jan; Jawad Ahmad 001; Syed Aziz Shah; Mohammed S. Alshehri; Yazeed Yasin Ghadi; Nikolaos Pitropakis; William J. Buchanan (Expert Syst. Appl., 2026)