Exploring compression and parallelization techniques for distribution of deep neural networks over Edge-Fog continuum - a review. - Azra Nazir; Roohie Naaz Mir; Shaima Qureshi (Int. J. Intell. Comput. Cybern., 2020)

Idea plagiarism detection with recurrent neural networks and vector space model. - Azra Nazir; Roohie Naaz Mir; Shaima Qureshi (Int. J. Intell. Comput. Cybern., 2021)

Deflate-inflate: Exploiting hashing trick for bringing inference to the edge with scalable convolutional neural networks. - Azra Nazir; Roohie Naaz Mir; Shaima Qureshi (Concurr. Comput. Pract. Exp., 2022)

A novel CNN-based approach for detection and classification of DDoS attacks. - Ashfaq Ahmad Najar; Manohar Naik Sugali; Faisal Rasheed Lone; Azra Nazir (Concurr. Comput. Pract. Exp., 2024)

A novel CNN-enhanced detection and mitigation of DDoS attacks in SDN. - Ashfaq Ahmad Najar; S. Manohar Naik; Faisal Rasheed Lone; Azra Nazir (Clust. Comput., 2025)