accuracy

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

anti-VEGF

Alryalat, Saif Aldeen, Al-Antary, Mohammad, Arafa, Yasmine, Azad, Babak, Boldyreff, Cornelia ORCID: https://orcid.org/0000-0002-2737-7671, Ghnaimat, Tasneem, Al-Antary, Nada, Alfegi, Safa, Elfalah, Mutasem and Abu-Ameerh, Mohammed (2022) Deep learning prediction of response to anti-vegf among diabetic macular edema patients: Treatment response analyzer system (tras). Diagnostics, 12 (2):312. pp. 1-15. ISSN 2075-4418 (Online) (doi:10.3390/diagnostics12020312)

artificial intelligence

Alryalat, Saif Aldeen, Al-Antary, Mohammad, Arafa, Yasmine, Azad, Babak, Boldyreff, Cornelia ORCID: https://orcid.org/0000-0002-2737-7671, Ghnaimat, Tasneem, Al-Antary, Nada, Alfegi, Safa, Elfalah, Mutasem and Abu-Ameerh, Mohammed (2022) Deep learning prediction of response to anti-vegf among diabetic macular edema patients: Treatment response analyzer system (tras). Diagnostics, 12 (2):312. pp. 1-15. ISSN 2075-4418 (Online) (doi:10.3390/diagnostics12020312)

Al-Antary, Mohammad and Arafa, Yasmine (2021) Multi-scale attention network for diabetic retinopathy classification. IEEE Access, 9. pp. 54190-54200. ISSN 2169-3536 (Online) (doi:10.1109/ACCESS.2021.3070685)

attention mechanism

Al-Antary, Mohammad and Arafa, Yasmine (2021) Multi-scale attention network for diabetic retinopathy classification. IEEE Access, 9. pp. 54190-54200. ISSN 2169-3536 (Online) (doi:10.1109/ACCESS.2021.3070685)

coefficient

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

convolutional neural network (CNN)

Al-Antary, Mohammad and Arafa, Yasmine (2021) Multi-scale attention network for diabetic retinopathy classification. IEEE Access, 9. pp. 54190-54200. ISSN 2169-3536 (Online) (doi:10.1109/ACCESS.2021.3070685)

correlation

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

cryptography

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

deep learning

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

Alryalat, Saif Aldeen, Al-Antary, Mohammad, Arafa, Yasmine, Azad, Babak, Boldyreff, Cornelia ORCID: https://orcid.org/0000-0002-2737-7671, Ghnaimat, Tasneem, Al-Antary, Nada, Alfegi, Safa, Elfalah, Mutasem and Abu-Ameerh, Mohammed (2022) Deep learning prediction of response to anti-vegf among diabetic macular edema patients: Treatment response analyzer system (tras). Diagnostics, 12 (2):312. pp. 1-15. ISSN 2075-4418 (Online) (doi:10.3390/diagnostics12020312)

detection and classification

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

diabetic retinopathy

Alryalat, Saif Aldeen, Al-Antary, Mohammad, Arafa, Yasmine, Azad, Babak, Boldyreff, Cornelia ORCID: https://orcid.org/0000-0002-2737-7671, Ghnaimat, Tasneem, Al-Antary, Nada, Alfegi, Safa, Elfalah, Mutasem and Abu-Ameerh, Mohammed (2022) Deep learning prediction of response to anti-vegf among diabetic macular edema patients: Treatment response analyzer system (tras). Diagnostics, 12 (2):312. pp. 1-15. ISSN 2075-4418 (Online) (doi:10.3390/diagnostics12020312)

Al-Antary, Mohammad and Arafa, Yasmine (2021) Multi-scale attention network for diabetic retinopathy classification. IEEE Access, 9. pp. 54190-54200. ISSN 2169-3536 (Online) (doi:10.1109/ACCESS.2021.3070685)

DNS-over-HTTPS

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

DoH traffic

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

Domain Name System

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

Domain Name System over HTTPS

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

f iltering

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

feature extraction

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

HTTP

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

image classification

Al-Antary, Mohammad and Arafa, Yasmine (2021) Multi-scale attention network for diabetic retinopathy classification. IEEE Access, 9. pp. 54190-54200. ISSN 2169-3536 (Online) (doi:10.1109/ACCESS.2021.3070685)

macular edema

Alryalat, Saif Aldeen, Al-Antary, Mohammad, Arafa, Yasmine, Azad, Babak, Boldyreff, Cornelia ORCID: https://orcid.org/0000-0002-2737-7671, Ghnaimat, Tasneem, Al-Antary, Nada, Alfegi, Safa, Elfalah, Mutasem and Abu-Ameerh, Mohammed (2022) Deep learning prediction of response to anti-vegf among diabetic macular edema patients: Treatment response analyzer system (tras). Diagnostics, 12 (2):312. pp. 1-15. ISSN 2075-4418 (Online) (doi:10.3390/diagnostics12020312)

multi-scale

Al-Antary, Mohammad and Arafa, Yasmine (2021) Multi-scale attention network for diabetic retinopathy classification. IEEE Access, 9. pp. 54190-54200. ISSN 2169-3536 (Online) (doi:10.1109/ACCESS.2021.3070685)

neural networks

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

privacy

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

privacy and security

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)

real-time systems

Zeng, Dake, Dawood, Muhammad, Tu, Shanshan, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Namoun, Abdallah (2025) SmartDoH: A deep learning solution for secure and efficient DNS-over-HTTPS traffic analysis. In: 2025 3rd International Conference on Big Data and Privacy Computing (BDPC). IEEE Xplore . Institute of Electrical and Electronics Engineers (IEEE), New York, USA, pp. 35-40. ISBN 979-8331522933 (doi:10.1109/BDPC63545.2025.11135907)