Dr. Noshina Tariq

Faculty Member

Dr. Noshina Tariq

Assistant Professor (PhD)

(+9251 111 128 128) 3506
noshina.tariq@isb.nu.edu.pk

Education

PhD (Computer Science), FAST, NUCES, 2020

MSc (Computer Science), FAST, NUCES, 2012

BCA (Comuter Applications), AIOU, 2009

Summary

Dr. Noshina Tariq is an Assistant Professor in the Department of Artificial Intelligence & Data Science at FAST-NUCES, Islamabad. She holds a Ph.D. in Computer Science and works at the intersection of AI, data science, and cybersecurity, with contributions spanning IoT, blockchain, federated learning, and secure systems. Her research has appeared in top-ranked international journals, influential book chapters, and prestigious international conferences, reflecting both depth and global impact. Alongside her scholarly work, she actively mentors students, collaborates on funded international projects, and contributes as a reviewer for leading academic venues.

Publications

Journal Papers

  1. Rehman, T., Tariq, N., Khan, F. A., Rehman, S. U., FFL-IDS: A Fog-Enabled Federated Learning-Based Intrusion Detection System to Counter Jamming and Spoofing Attacks for the Industrial Internet of Things,
  2. Wang, X., Yue, X., Sajid, A. & Tariq, N., Alliance blockchain in the governance innovation of internet hospitals, Sensors
  3. Tariq, N., Asim, M., Khan, F. A., Baker, T., Khalid, U. & Derhab, A., A blockchain-based multi-mobile code-driven trust mechanism for detecting internal attacks in Internet of Things, Sensors
  4. Rehman, Z., Tariq, N., Moqurrab, S. A., Yoo, J. & Srivastava, G., Machine learning and Internet of Things applications in enterprise architectures: Solutions, challenges, and open issues, Expert Systems
  5. Wang, X., Yue, X., Sajid, A., Tariq, N., Alliance Blockchain in the Governance Innovation of Internet Hospitals,
  6. Tariq, N., Alsirhani, A., Humayun, M., Alserhani, F. & Shaheen, M., A fog-edge-enabled intrusion detection system for smart grids, Journal of Cloud Computing
  7. ul Hassan, T., Asim, M., Baker, T., Hassan, J. & Tariq, N., CTrust-RPL: A control layer-based trust mechanism for supporting secure routing in Routing Protocol for Low Power and Lossy Networks-based Internet of Things applications, Transactions on Emerging Telecommunications Technologies
  8. Rehman, T., Tariq, N., Sajid, A. & Hamza Akhlaq, M., Machine learning in detection of disease: Solutions and open challenges, Machine Intelligence for Internet of Medical Things: Applications and Future Trends
  9. Noor, A., Tariq, N., Khan, F. A., Ashraf, M., Evolution of Next-Generation Firewall System for Secure Digital Realm,
  10. Rehman, T., Tariq, N., Khan, F. A. & Rehman, S. U., FFL-IDS: A fog-enabled federated learning-based intrusion detection system to counter jamming and spoofing attacks for the industrial internet of things, Sensors
  11. Moqurrab, S. A., Tariq, N., Anjum, A., Asheralieva, A., Malik, S. U., Malik, H., Pervaiz, H. & Gill, S. S., A deep learning-based privacy-preserving model for smart healthcare in the Internet of Medical Things using fog computing, Wireless Personal Communications
  12. Hassan, M., Tariq, N., Alsirhani, A., Alomari, A., Khan, F. A., Alshahrani, M. M., Ashraf, M. & Humayun, M., GITM: A gini index-based trust mechanism to mitigate and isolate Sybil attack in RPL-enabled smart grid advanced metering infrastructures, IEEE Access
  13. Tariq, N., Asim, M., Maamar, Z., Farooqi, M. Z., Faci, N. & Baker, T., A mobile code-driven trust mechanism for detecting internal attacks in sensor node-powered IoT, Journal of Parallel and Distributed Computing
  14. Khan, R., Tariq, N., Ashraf, M., Khan, F. A., Shafi, S. & Ali, A., FL-DSFA: Securing RPL-based IoT networks against selective forwarding attacks using federated learning, Sensors
  15. Moqurrab, S. A., Anjum, A., Tariq, N. & Srivastava, G., Instant_anonymity: A lightweight semantic privacy guarantee for 5G-enabled IIoT, IEEE Transactions on Industrial Informatics
  16. Butt, M., Tariq, N., Ashraf, M., Alsagri, H. S., Moqurrab, S. A., Alhakbani, H. A. A. & Alduraywish, Y. A., A fog-based privacy-preserving federated learning system for smart healthcare applications, Electronics
  17. Abbas, N., Asim, M., Tariq, N., Baker, T. & Abbas, S., A mechanism for securing IoT-enabled applications at the fog layer, Journal of Sensor and Actuator Networks
  18. Farooq, U., Tariq, N., Asim, M., Baker, T. & Al-Shamma’a, A., Machine learning and the Internet of Things security: Solutions and open challenges, Journal of Parallel and Distributed Computing

Conference Papers

  1. Mabood, N., Tariq, N., Khan Aslam, F. & Ashraf, M., A comprehensive survey on software-defined network (SDN) security, International Conference on Computing & Emerging Technologies (ICCET)
  2. Dilshad, M., Almas, B., Tariq, N., Jazri, H. B., Alwakid, G. N. & Khan, J. S., Iov cyber defense: Advancing ddos attack detection with gini index in tree models, International Conference on Emerging Trends in Networks and Computer Communications (ETNCC)
  3. Shafi, S., Tariq, N., Khan, F. A., Ali, A., Federated Learning for Enhanced Malware Threat Detection to Secure Smart Power Grids,
  4. Javed, M., Tariq, N., Khan Aslam, F. & Ashraf, M., Access control techniques for cloud computing: Review and recommendations, International Conference on Computing & Emerging Technologies (ICCET)
  5. Anwer, M., Tariq, N., Ashraf, M., Hayyat, B. & Masood, A., Khattak., A blockchain-based attack detection mechanism in healthcare cyber physical systems against jamming attacks, International Conference on Information Technology and Applications
  6. Saboor, T., Butt, R. & Tariq, N., Internet of Vehicles security: A survey, International Conference on Trends and Innovation in Smart Technologies (ICTIST)
  7. Farooq, U., Tariq, N., Mehmood, D., Almufareh, M. F., Humayun, M. & Aslam Khan, F., GAPTCHA: A game-based image-CAPTCHA, International Conference on Computing & Emerging Technologies (ICCET)
  8. Butt, R., Saboor, T., Tariq, N. & Riaz, S., A survey on machine learning-based intrusion detection, International Conference on Trends and Innovation in Smart Technologies (ICTIST)
  9. Khan, S., Almas, B., Tariq, N., Saeed, F., Faisal, A. & Haq, F. U., Emotion recognition of human speech using different optimizer techniques, International Conference on Emerging Trends in Networks and Computer Communications (ETNCC)
  10. Noor, A., Tariq, N., Ashraf, M. & Khan Aslam, F., Evolution of next-generation firewall system for secure networks, International Conference on Computing & Emerging Technologies (ICCET)
  11. Jamil, M., Farooq, U., Tariq, N., Alwakid, G., Humayun, M. & Khan, N., Enhancing data aggregation in cluster-based wireless sensor networks with LCSS: Longest common subsequence empowerment, 8th World Conference on Smart Trends in Systems, Security and Sustainability
  12. Khan, J. S., Ahmed, S. S., Haq, F. U., Tariq, N., Ahmad, J., Ashraf, M., A Robust Visually Secure Bit Plane Image Encryption Using Chaotic Map and SHA-512,