A framework for retinal vessel segmentation from fundus images using hybrid feature set and hierarchical classification. - Sunder Ali Khowaja; Parus Khuwaja; Imdad Ali Ismaili (Signal Image Video Process., 2019)

Prediction of stock movement using phase space reconstruction and extreme learning machines. - Parus Khuwaja; Sunder Ali Khowaja; Imamuddin Khoso; Intizar Ali Lashari (J. Exp. Theor. Artif. Intell., 2020)

Internet of Everything enabled solution for COVID-19, its new variants and future pandemics: Framework, Challenges, and Research Directions. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev (CoRR, 2021)

Towards Industrial Private AI: A two-tier framework for data and model security. - Sunder Ali Khowaja; Kapal Dev; Nawab Muhammad Faseeh Qureshi; Parus Khuwaja; Luca Foschini 001 (CoRR, 2021)

Q-learning and LSTM based deep active learning strategy for malware defense in industrial IoT applications. - Sunder Ali Khowaja; Parus Khuwaja (Multim. Tools Appl., 2021)

Towards Energy Efficient Distributed Federated Learning for 6G Networks. - Sunder Ali Khowaja; Kapal Dev; Parus Khuwaja; Paolo Bellavista (CoRR, 2022)

IIFNet: A Fusion-Based Intelligent Service for Noisy Preamble Detection in 6G. - Sunder Ali Khowaja; Kapal Dev; Parus Khuwaja; Quoc-Viet Pham; Nawab Muhammad Faseeh Qureshi; Paolo Bellavista; Maurizio Magarini (IEEE Netw., 2022)

Toward Industrial Private AI: A Two-Tier Framework for Data and Model Security. - Sunder Ali Khowaja; Kapal Dev; Nawab Muhammad Faseeh Qureshi; Parus Khuwaja; Luca Foschini 001 (IEEE Wirel. Commun., 2022)

DASTAN-CNN: RF Fingerprinting for the Mitigation of Membership Inference Attacks in 5G. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Angelos Antonopoulos 001; Maurizio Magarini (GLOBECOM, 2023)

SPIN: Simulated Poisoning and Inversion Network for Federated Learning-Based 6G Vehicular Networks. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Angelos Antonopoulos 001 (ICC, 2023)

ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev (CoRR, 2023)

A Secure Data Sharing Scheme in Community Segmented Vehicular Social Networks for 6G. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Ikhyun Lee; Wali Ullah Khan; Weizheng Wang 001; Nawab Muhammad Faseeh Qureshi; Maurizio Magarini (IEEE Trans. Ind. Informatics, 2023)

Adversarial Learning Networks for FinTech Applications Using Heterogeneous Data Sources. - Parus Khuwaja; Sunder Ali Khowaja; Kapal Dev (IEEE Internet Things J., 2023)

VIRFIM: an AI and Internet of Medical Things-driven framework for healthcare using smart sensors. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Giuseppe D'Aniello (Neural Comput. Appl., 2023)

ZETA: ZEro-Trust Attack Framework with Split Learning for Autonomous Vehicles in 6G Networks. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Keshav Singh; Lewis Nkenyereye; Dan Kilper (WCNC, 2024)

Pathway to Secure and Trustworthy 6G for LLMs: Attacks, Defense, and Opportunities. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Hussam M. N. Al Hamadi; Engin Zeydan (CoRR, 2024)

ReFuSeAct: Representation fusion using self-supervised learning for activity recognition in next generation networks. - Sunder Ali Khowaja; Parus Khuwaja; Fayaz Ali Dharejo; Saleem Raza; Ik Hyun Lee; Rizwan Ali Naqvi; Kapal Dev (Inf. Fusion, 2024)

ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Weizheng Wang 001; Lewis Nkenyereye (Cogn. Comput., 2024)

FLEXFL: Flexible Federated Learning for Customized Network Architectures in 6G. - Sunder Ali Khowaja; Ik Hyun Lee; Parus Khuwaja; Naveed Anwar Bhatti; Keshav Singh; Kapal Dev (WCNC, 2025)

Block Encryption LAyer (BELA): Zero-Trust Defense Against Model Inversion Attacks for Federated Learning in 5G/6G Systems. - Sunder Ali Khowaja; Parus Khuwaja; Kapal Dev; Keshav Singh; Xingwang Li 001; Nikolaos G. Bartzoudis; Ciprian-Romeo Comsa (IEEE Open J. Commun. Soc., 2025)

Depression Detection From Social Media Posts Using Emotion Aware Encoders and Fuzzy Based Contrastive Networks. - Sunder Ali Khowaja; Lewis Nkenyereye; Parus Khuwaja; Hussam M. N. Al Hamadi; Kapal Dev (IEEE Trans. Fuzzy Syst., 2025)