Faculty Profile

 

National University of Modern Languages - Islamabad Pakistan.

Iqra University, Islamabad Campus, Khayaban-e-Johar, H-9 - Islamabad Pakistan.

Lecturer (Visiting)
Rawalpindi Women University, 6th Road Satellite Town, Rawalpindi, Pakistan.
 

[1] Laiba Sabir, Shaina Laraib, Affefha Qureshi, Nadeem Ahmad. "Privacy-Preserving Healthcare
Research: Evaluating GAN Models for Synthetic Data Generation" (2025).
[2] Laiba Sabir, Nadeem Javaid, Mariam Akbar, Abdulaziz Aldegheishem, Nabil Alrajeh and Safdar
Hussain Bouk. “DeepSecure: Hybrid Deep Learning Model for Effective Detection of Attacks in
IoT Networks in Smart Cities.” Journal of Big Data (Springer) (2023).
[3] Laiba Sabir, Nadeem Javaid, Mariam Akbar, Abdulaziz Aldegheishem, Nabil Alrajeh and Safdar
Hussain Bouk. “EDASEM: Efficient Detection of Attacks with a Stacking Ensemble Method in
IoT Networks in Smart Cities.” Microprocessors and Microsystems (2023).

• Data Science

• Machine Learning

• Deep Learning

• IoT Network Security

• Artificial Intelligence in Healthcare

• Matrix Multiplication Algorithms

Education

• Master of Science in Computer Science,

COMSATS University Islamabad, Pakistan, .
Thesis EDASEM: Efficient Detection of Attacks with a Stacking Ensemble Method in IoT
Networks

• Bachelor of Science in Computer Science,

Fatima Jinnah Women University Rawalpindi, Pakistan, .
Thesis Developing an Effective Intrusion Detection System using Machine Learning techniques
Supervisor Ms. Rabail Shafique Satti

Experience

 

National University of Modern Languages - Islamabad Pakistan.

Iqra University, Islamabad Campus, Khayaban-e-Johar, H-9 - Islamabad Pakistan.

Lecturer (Visiting)
Rawalpindi Women University, 6th Road Satellite Town, Rawalpindi, Pakistan.
 

Publications

[1] Laiba Sabir, Shaina Laraib, Affefha Qureshi, Nadeem Ahmad. "Privacy-Preserving Healthcare
Research: Evaluating GAN Models for Synthetic Data Generation" (2025).
[2] Laiba Sabir, Nadeem Javaid, Mariam Akbar, Abdulaziz Aldegheishem, Nabil Alrajeh and Safdar
Hussain Bouk. “DeepSecure: Hybrid Deep Learning Model for Effective Detection of Attacks in
IoT Networks in Smart Cities.” Journal of Big Data (Springer) (2023).
[3] Laiba Sabir, Nadeem Javaid, Mariam Akbar, Abdulaziz Aldegheishem, Nabil Alrajeh and Safdar
Hussain Bouk. “EDASEM: Efficient Detection of Attacks with a Stacking Ensemble Method in
IoT Networks in Smart Cities.” Microprocessors and Microsystems (2023).

Interests

• Data Science

• Machine Learning

• Deep Learning

• IoT Network Security

• Artificial Intelligence in Healthcare

• Matrix Multiplication Algorithms