Adnan Qayyum

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 48

Top Topics

Machine Learning

Region Segmentation

Indoor Localization

Top Venues

Comput. Biol. Medicine

Comput. Sci. Rev.

Publications

Tamer Ahmed Eltaras, Qutaibah M. Malluhi, Alessandro Savino, Stefano Di Carlo, Adnan Qayyum, Junaid Qadir
R-CONV: An Analytical Approach for Efficient Data Reconstruction via Convolutional Gradients. CoRR (2024)
Adnan Qayyum, Muhammad Atif Butt, Hassan Ali, Muhammad Usman, Osama Halabi, Ala I. Al-Fuqaha, Qammer H. Abbasi, Muhammad Ali Imran, Junaid Qadir
Secure and Trustworthy Artificial Intelligence-extended Reality (AI-XR) for Metaverses. ACM Comput. Surv. 56 (7) (2024)
Muhammad Zakir Khan, Muhammad Farooq, Ahmad Taha, Adnan Qayyum, Fehaid Alqahtani, Adnan Nadeem AlHassan, Kamran Arshad, Khaled Assaleh, Shuja Ansari, Muhammad Usman, Muhammad Ali Imran, Qammer H. Abbasi
Chapter Three - Indoor localization technologies for activity-assisted living: Opportunities, challenges, and future directions. Adv. Comput. 133 (2024)
Muhammad Bilal, Dinis Martinho, Reiner Sim, Adnan Qayyum, Hunaid Vohra, Massimo Caputo, Taofeek Akinosho, Sofiat Abioye, Zaheer Khan, Waleed Niaz, Junaid Qadir
Multivessel Coronary Artery Segmentation and Stenosis Localisation using Ensemble Learning. CoRR (2023)
Adnan Qayyum, Hassan Ali, Massimo Caputo, Hunaid Vohra, Taofeek Akinosho, Sofiat Abioye, Ilhem Berrou, Pawel Capik, Junaid Qadir, Muhammad Bilal
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data. CoRR (2023)
Adnan Qayyum, Muhammad Bilal, Muhammad Hadi, Pawel Capik, Massimo Caputo, Hunaid Vohra, Ala I. Al-Fuqaha, Junaid Qadir
Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? CoRR (2023)
Mahdi Alkaeed, Adnan Qayyum, Junaid Qadir
Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey. CoRR (2023)
Adnan Qayyum, Inaam Ilahi, Fahad Shamshad, Farid Boussaïd, Mohammed Bennamoun, Junaid Qadir
Untrained Neural Network Priors for Inverse Imaging Problems: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Muhammad Atif Butt, Hassan Ali, Adnan Qayyum, Waqas Sultani, Ala I. Al-Fuqaha, Junaid Qadir
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild. CoRR (2023)
Adnan Qayyum, Muhammad Bilal, Junaid Qadir, Massimo Caputo, Hunaid Vohra, Taofeek Akinosho, Ilhem Berrou, Faatihah Niyi-Odumosu, Michael Loizou, Anuoluwapo O. Ajayi, Sofiat Abioye
SegCrop: Segmentation-based Dynamic Cropping of Endoscopic Videos to Address Label Leakage in Surgical Tool Detection. ISBI (2023)
Adnan Qayyum, Muhammad Bilal, Muhammad Hadi, Pawel Capik, Massimo Caputo, Hunaid Vohra, Ala I. Al-Fuqaha, Junaid Qadir
Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? MetaCom (2023)
Nazish Khalid, Adnan Qayyum, Muhammad Bilal, Ala I. Al-Fuqaha, Junaid Qadir
Privacy-preserving artificial intelligence in healthcare: Techniques and applications. Comput. Biol. Medicine 158 (2023)
Hassan Ali, Adnan Qayyum, Ala I. Al-Fuqaha, Junaid Qadir
Membership Inference Attacks on DNNs using Adversarial Perturbations. CoRR (2023)
Raihan Ur Rasool, Hafiz Farooq Ahmad, Wajid Rafique, Adnan Qayyum, Junaid Qadir, Zahid Anwar
Quantum Computing for Healthcare: A Review. Future Internet 15 (3) (2023)
Zunaira Nadeem, Zeeshan Aslam, Mona Jaber, Adnan Qayyum, Junaid Qadir
Energy-aware Theft Detection based on IoT Energy Consumption Data. VTC2023-Spring (2023)
Shawqi Al-Maliki, Adnan Qayyum, Hassan Ali, Mohamed M. Abdallah, Junaid Qadir, Dinh Thai Hoang, Dusit Niyato, Ala I. Al-Fuqaha
Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally. CoRR (2023)
Adam Byfield, William Poulett, Ben Wallace, Anusha Jose, Shatakshi Tyagi, Smita Shembekar, Adnan Qayyum, Junaid Qadir, Muhammad Bilal
MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis. CoRR (2023)
Asad Ali, Inaam Ilahi, Adnan Qayyum, Ihab Mohammed, Ala I. Al-Fuqaha, Junaid Qadir
A systematic review of federated learning incentive mechanisms and associated security challenges. Comput. Sci. Rev. 50 (2023)
Muhammad Atif Butt, Adnan Qayyum, Hassan Ali, Ala I. Al-Fuqaha, Junaid Qadir
Towards secure private and trustworthy human-centric embedded machine learning: An emotion-aware facial recognition case study. Comput. Secur. 125 (2023)
Adnan Qayyum, Muhammad Atif Butt, Hassan Ali, Muhammad U. Usman, Osama Halabi, Ala I. Al-Fuqaha, Qammer H. Abbasi, Muhammad Ali Imran, Junaid Qadir
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses. CoRR (2022)
Adnan Qayyum, Waqas Sultani, Fahad Shamshad, Rashid Tufail, Junaid Qadir
Single-shot retinal image enhancement using untrained and pretrained neural networks priors integrated with analytical image priors. Comput. Biol. Medicine 148 (2022)
Muhammad Ahtazaz Ahsan, Adnan Qayyum, Adeel Razi, Junaid Qadir
An active learning method for diabetic retinopathy classification with uncertainty quantification. Medical Biol. Eng. Comput. 60 (10) (2022)
Raihan Ur Rasool, Hafiz Farooq Ahmad, Wajid Rafique, Adnan Qayyum, Junaid Qadir
Security and privacy of internet of medical things: A contemporary review in the age of surveillance, botnets, and adversarial ML. J. Netw. Comput. Appl. 201 (2022)
Khansa Rasheed, Adnan Qayyum, Mohamed Ghaly, Ala I. Al-Fuqaha, Adeel Razi, Junaid Qadir
Explainable, trustworthy, and ethical machine learning for healthcare: A survey. Comput. Biol. Medicine 149 (2022)
Adnan Qayyum, Kashif Ahmad, Muhammad Ahtazaz Ahsan, Ala I. Al-Fuqaha, Junaid Qadir
Collaborative Federated Learning for Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge. IEEE Open J. Comput. Soc. 3 (2022)
Adnan Qayyum, Muhammad Umar Janjua, Junaid Qadir
Making federated learning robust to adversarial attacks by learning data and model association. Comput. Secur. 121 (2022)
Adnan Qayyum, Kashif Ahmad, Muhammad Ahtazaz Ahsan, Ala I. Al-Fuqaha, Junaid Qadir
Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge. CoRR (2021)
Maryam Zulfiqar, Filza Tariq, Muhammad Umar Janjua, Adnan Noor Mian, Adnan Qayyum, Junaid Qadir, Falak Sher, Muhammad Hassan
EthReview: An Ethereum-based Product Review System for Mitigating Rating Frauds. Comput. Secur. 100 (2021)
Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala I. Al-Fuqaha
Secure and Robust Machine Learning for Healthcare: A Survey. CoRR (2020)
Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and the Way Forward. IEEE Commun. Surv. Tutorials 22 (2) (2020)
Adnan Qayyum, Aneeqa Ijaz, Muhammad Usama, Waleed Iqbal, Junaid Qadir, Yehia Elkhatib, Ala I. Al-Fuqaha
Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security. Frontiers Big Data 3 (2020)
Khansa Rasheed, Adnan Qayyum, Junaid Qadir, Shobi Sivathamboo, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien, Adeel Razi
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review. CoRR (2020)
Adnan Qayyum, Waqas Sultani, Fahad Shamshad, Junaid Qadir, Rashid Tufail
Single-Shot Retinal Image Enhancement Using Deep Image Priors. MICCAI (5) (2020)
Muhammad Ahtazaz Ahsan, Adnan Qayyum, Junaid Qadir, Adeel Razi
An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification. CoRR (2020)
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
Caveat Emptor: The Risks of Using Big Data for Human Development. IEEE Technol. Soc. Mag. 38 (3) (2019)
Adnan Qayyum, Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward. CoRR (2019)
Zafar Iqbal, Adnan Qayyum, Siddique Latif, Junaid Qadir
Early Student Grade Prediction: An Empirical Study. ICACS (2019)
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
Caveat emptor: the risks of using big data for human development. CoRR (2019)
Adnan Qayyum, Junaid Qadir, Muhammad Umar Janjua, Falak Sher
Using Blockchain to Rein in the New Post-Truth World and Check the Spread of Fake News. IT Prof. 21 (4) (2019)
Adnan Qayyum, Junaid Qadir, Muhammad Umar Janjua, Falak Sher
Using Blockchain to Rein in The New Post-Truth World and Check The Spread of Fake News. CoRR (2019)
Muhammad Usama, Adnan Qayyum, Junaid Qadir, Ala I. Al-Fuqaha
Black-box Adversarial Machine Learning Attack on Network Traffic Classification. IWCMC (2019)
Syed Muhammad Anwar, Muhammad Majid, Adnan Qayyum, Muhammad Awais, Majdi R. Alnowami, Muhammad Khurram Khan
Medical Image Analysis using Convolutional Neural Networks: A Review. J. Medical Syst. 42 (11) (2018)
Siddique Latif, Adnan Qayyum, Muhammad U. Usman, Junaid Qadir
Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. CoRR (2018)
Siddique Latif, Adnan Qayyum, Muhammad U. Usman, Junaid Qadir
Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. FIT (2018)
Adnan Qayyum, Zafar Gilani, Siddique Latif, Junaid Qadir, Jat Singh
Exploring Media Bias and Toxicity in South Asian Political Discourse. CoRR (2018)
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Awais, Muhammad Majid
Medical Image Retrieval using Deep Convolutional Neural Network. CoRR (2017)
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Awais, Muhammad Majid
Medical image retrieval using deep convolutional neural network. Neurocomputing 266 (2017)
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Majid, Muhammad Awais, Majdi R. Alnowami
Medical Image Analysis using Convolutional Neural Networks: A Review. CoRR (2017)