Department of Computer Science, UET Mardan

tariqsadad@uetmardan.edu.pk

1. Oct 2022 to Date, Assistant Professor, Department of Computer Science, University of Engineering & Technology, Mardan
2. Feb 2021 to Oct 2022, Lecturer, Department of Computer Science & Software Engineering, International Islamic University, Islamabad
3. Sep 2019 to Feb 2021, Assistant Professor, University of Central Punjab, Sargodha
4. May 2019 to Sep 2019, Deputy Manager Networks, Fauji Foundation,
5. Jan 2010 to May 2019, Network Administrator, Fauji Foundation

PhD Computer Science, International Islamic University, Islamabad

PCAP: Certified Associate in Python Programming (Exam Code: PCAP-31-03)

Pattern Recognition, Image Processing, Computer Aided Diagnosis, Artificial Intelligence, IoT, Cloud Computing

Journal Papers

1. Fuzzy C-means and region growing based classification

of tumor from mammograms using hybrid texture feature

Authors: Tariq Sadad, Asim Munir, Tanzila Saba, Ayyaz

Hussain

IF 3.97

Journal of computational Science (ISSN: 1877-7503), Vol 29, 2018

2. Identification of Breast Malignancy by Marker-

Controlled Watershed Transformation and Hybrid Feature

Set for Healthcare

 IF 2.67

Authors: Tariq Sadad, Ayyaz Hussain, Asim Munir,

Muhammad Habib, Sajid Ali Khan, Shariq Hussain,

Shunkun Yang, Mohammed Alawairdhi

Applied Sciences (ISSN: 2076-3417), Vol 10, Issue 6, 2020

3. A Review on Multi-organ Cancer Detection Using Advanced Machine Learning Techniques

IF 0.858

Authors: Tariq Sadad, Amjad Rehman, Ayyaz Hussain,

Aaqif Afzaal Abbasi and Muhammad Qasim Khan

Current Medical Imaging Reviews (ISSN: 1573-4056), Vol 17, Issue 6, 2021

4. Intrusion Detection System (IDS) through Advance

Machine Learning for the Internet of Things (IoT) Networks

IF 2.62

Authors: Tanzila Saba, Tariq Sadad, Zahid Mehmood,

Amjad Rehman, Qaisar Javaid

IT Professional (ISSN: 1520-9202), Vol 23, Issue 2, 2021

5. Brain tumor detection and multiclassification using

advanced deep learning techniques

IF 2.76

Authors: Tariq Sadad, Amjad Rehman, Asim Munir,

Tanzila Saba, Usman Tariq, Noor Ayesha, Rashid Abbasi

Microscopy Research and Technique (ISSN: 1097-0029), Vol 84, Issue 5, 2021

6. Internet of medical things embedding deep learning

with data augmentation for mammogram density classification

IF 2.76

Authors: Tariq Sadad, AR Khan, Ayyaz Hussain, Rashid

Abbasi, Zahid Mehmood, Hassan Nazeer Chaudhry, Asim

Munir

Microscopy Research and Technique (ISSN: 1097-0029), Vol 84, Issue 24, 2021

7. Real Time Diagnosis System of COVID-19 using X-ray

Images and Deep Learning

IF 2.62

Authors: Amjad Rehman, Tariq Sadad, Tanzila Saba,

Ayyaz Hussain, Usman Tariq

IT Professional (ISSN: 1520-9202), Vol 23, Issue 4, 2021

8. An Efficient and Secure Session Key Management

Scheme in Wireless Sensor Network

IF 2.8

Authors: Gulzar Mehmood, Muhammad Sohail Khan,

Abdul Waheed, Mahdi Zareei, Muhammad Fayaz, Tariq

Sadad, Nazri Kama and Azri Azmi

Complexity (ISSN: 1099-0526), Vol 2021, 2021

9. A Novel Framework for Multi-Classification of Guava

Disease

IF 3.77

Authors: Omar Almutiry, Muhammad Ayaz, Tariq

Sadad, Ikram Ullah Lali, Awais Mahmood, Najam Ul

Hassan, Habib Dhahri

Computers, Materials and Continua (ISSN: 1546-2226), Vol 69, Issue 2, 2021

10. Copy-move image forged information detection and

localisation in digital images using deep convolutional

network

IF 3.82

Authors: Tanzila Saba, Amjad Rehman, Tariq Sadad,

Zahid Mehmood

Journal of Information Science (ISSN: 0165-5515), Vol 2021, 2021

11. Optimizing the transferlearning with pretrained deep

convolutional neural networks for first stage breast tumor

diagnosis using breast ultrasound visual images

IF 2.76

Authors: Tanzila Saba, Ibrahim Abunadi, Tariq Sadad,

Amjad Rehman, Saeed Ali Bahaj

Microscopy Research and Technique (ISSN: 1097-0029), Vol 85, Issue 3, 2021

12. Anomaly-based intrusion detection system for IoT

networks through deep learning model

IF 3.8

Authors: Tanzila Saba, Amjad Rehman, Tariq Sadad,

Hoshang Kolivand, Saeed Ali Bahaj

Journal of Information Science (ISSN: 0045-7906), Vol 99, Issue 5, 2022

13. Cloud-Based Framework for COVID-19 Detection

through Feature Fusion with Bootstrap Aggregated Extreme

Learning Machine

IF 1.34

Authors: Amjad Rehman, Tanzila Saba, Tariq Sadad,

Seng-phil Hong

Discrete Dynamics in Nature and Society (ISSN: 1026-0226), Vol 2022, Issue

6, 2022

14. Securing the IoT System of Smart City against Cyber

Threats Using Deep Learning

IF 1.34

Authors: Tanzila Saba, Amjad Rehman, Tariq Sadad,

Seng-phil Hong

Discrete Dynamics in Nature and Society (ISSN: 1026-0226), Vol 2022, 2022

15. Automatic skin lesions detection from images through

microscopic hybrid features set and machine learning

classifiers

IF 2.76

Authors: Jaber Alyami, Amjad Rehman, Tariq Sadad,

Maryam Alruwaythi, Tanzila Saba, Saeed Ali Bahaj

Microscopy Research and Technique (ISSN: 1097-0029), Vol 2022, 2022

16. Detection of Cardio-vascular disease based on PPG

Signals using Machine Learning with Cloud Computing

IF 3.1

Authors: Tariq Sadad, Syed Ahmed Chan Bukhari, Asim

Munir, Anwar Ghani, Ahmed M Ei-Sherbeeny, Hafiz

Tayyab Rauf

Computational Intelligence and Neuroscience (ISSN: 1687-5265), Vol 2022, 2022

17. Cloud Computing-Based Framework for Breast Tumor

Image Classification Using Fusion of AlexNet and

GLCM Texture Features with Ensemble Multi-Kernel

Support Vector Machine (MK-SVM)

IF 3.1

Authors:Jaber Alyam, Tariq Sadad, Amjad Rehman, Fahad

Almutairi, Tanzila Saba, Saeed Ali Bahaj, Alhassan

Alkhurim

Computational Intelligence and Neuroscience (ISSN: 1687-5265), Vol 2022, 2022

18. Identification of Anomalies in Mammograms through

Internet of Medical Things (IoMT) Diagnosis System

IF 3.1

Authors: Amjad Rehman Khan, Tanzila Saba, Tariq

Sadad, Haitham Nobanee, Saeed Ali Bahaj

Computational Intelligence and Neuroscience (ISSN: 1687-5265), Vol 2022, 2022

19. Cyber Security against Intrusion Detection Using Ensemble-Based Approaches

Authors: Mohammed Naif Alatawi, Najah Alsubaie, Habib Ullah Khan, Tariq Sadad, Hathal Salamah Alwageed, Shaukat Ali, Islam Zada

Security and Communication Networks 2023 (6):1-7

20.  An Intelligent Multi-Floor Navigational System Based on Speech, Facial Recognition and Voice Broadcasting Using Internet of Things

Authors: Mahib Ullah, Xingmei Li, Muhammad Abul Hassan, Farhat Ullah, Yar Muhammad, Fabrizio Granelli, Lucia Vilcekova, Tariq Sadad

Sensors 23(1):275

Book Chapters

1. Breast Cancer Diagnosis Analysis Based on Convolutional Neural Networks

Authors: Muhammad Kashf, Amjad Rehman, Tariq Sadad, Zahid Mehmood

Chapter 3, Page no. 65 in Artificial Intelligence and Internet of Things by CRC Press

2. Lungs Nodule Detection and Classification based on 2D and 3D CNNs Authors:

Hikmat Yar, Naveed Abbas, Tariq Sadad, Sajid Iqbal

Chapter 15, Page no. 363 in Artificial Intelligence and Internet of Things by CRC Press (Taylor Francis Group)

3. COVID-19 Outbreak Prediction After Lockdown, Based on Current Data Analytics

Authors: Muhammad Kashif, Noor Ayesha, Tariq Sadad, Zahid Mehmood

Intelligent Computing Applications for COVID-19 by CRC Press (Taylor Francis Group)

Conference Paper

1. iELMNet: An Application for Traffic Sign Recognition using CNN and ELM Authors:

Aisha Batool, Muhammad Wasif Nisar, Jamal Hussain Shah, Amjad Rehman, Tariq Sadad

CAIDA 2021: First International Conference on Artificial Intelligence and Data Analytics

2. Dermoscopy Cancer Detection and Classification using Geometric Feature based

on Resource Constraints Device (Jetson Nano Authors:Amjad Rehman, Hikmat Yar, Noor Ayesha, Tariq Sadad

2020 13th International Conference on Developments in eSystems Engineering (DeSE)

3. Automated Brain Tumor Segmentation and Classification Through MRI Images

Authors:Sahar Gull, Shahzad Akbar, Syed Ale Hassan, Amjad Rehman, Tariq Sadad

TIOTC 2021: International Conference on Emerging Technology Trends in Internet of Things and Computing