Research and Professional Commitment

My PhD Thesis

The title of my thesis is "Studies on Enterprise Information Privacy Policy Specifications with Cyber-Spatio-Temporal Parameters".

• In this thesis, a methodology for identifying privacy requirements emanating from different sources, along with conflict resolution among those requirements, has been proposed. 

• A risk assessment methodology for identifying, analyzing, and evaluating privacy risks, considering the information infrastructure of an enterprise, has also been proposed. 

• An algorithm for selecting privacy controls to mitigate privacy risks has been presented as well. 

• A structured JSON-based language for representing privacy requirements has been developed. 

• A tool for assessing privacy risks and selecting appropriate privacy control based on privacy risk assessment has also been developed during my doctoral work.

My ME Thesis

• In this thesis, different modeling approaches for modeling the complex critical infrastructure and modeling approaches for survival and robustness of the same have been discussed. 

• Finally, the topological structure of backbone networks of Indian telecom services was analyzed for robustness.

Current Research Interest

• I am interested in carrying out further research in the domain of Cyber Security and Privacy using Formal Methods and Machine Learning. 

• Any proposal for collaboration is welcome! 

1. Saha, Sarnali, and Asmita Nag. "Comparison of policy specification languages for access control." In Proceedings of the CUBE International Information Technology Conference, pp. 764-770. ACM, 2012. 

2. Manna, Asmita, Anirban Sengupta, and Chandan Mazumdar. "ESRML-ST: A Language for Specifying Spatio-temporal Information Security Requirements of Enterprises." In 2013 International Conference on Cloud & Ubiquitous Computing & Emerging Technologies, pp. 150-155. IEEE, 2013. doi:10.1109/CUBE.2013.35 

3. Sengupta, Anirban, Asmita Manna, and Chandan Mazumdar. "A Graph-Based Approach for Managing Enterprise Information System Security." In 2013 International Conference on Cloud & Ubiquitous Computing & Emerging Technologies, pp. 137-143. IEEE, 2013. doi: 10.1109/CUBE.2013.33 

4. Manna, Asmita, Anirban Sengupta, and Chandan Mazumdar. "A survey of trust models for enterprise information systems." Procedia Computer Science 85 (2016): 527-534. (ISSN1877-0509) (Scopus-indexed) 

5. Manna, Asmita, Anirban Sengupta, and Chandan Mazumdar. "Towards Formal Modeling of Privacy Policies of Enterprises." In 2018 Fifth International Conference on Emerging Applications of Information Technology (EAIT), pp. 1-6. IEEE, 2018. 

6. Manna, Asmita, Anirban Sengupta, and Chandan Mazumdar. "EDPRL: A Language for Specifying Data Privacy Requirements of Enterprises." In 2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP), pp. 1-6. IEEE, 2019. 

7. Manna, Asmita, Anirban Sengupta, and Chandan Mazumdar. "A Quantitative Methodology for Business Process-Based Data Privacy Risk Computation." In Advanced Computing and Systems for Security, pp. 17-33. Springer, Singapore, 2020. (Scopus-indexed) 

8. Manna, Asmita, Anirban Sengupta, Chandan Mazumdar, “A Methodology for Eliciting Data Privacy Requirements and Resolving Conflicts”, in International Journal of Recent Technology and Engineering (ISSN- 227-3878), Vol. 8(4), November 2019 (Scopus-indexed) 

9. Manna, Asmita,, Anirban Sengupta, Chandan Mazumdar, “A Survey of Methodologies for Protecting Privacy of User Data within Enterprise Information Infrastructure”. In Cruz-Cunha, M., & Mateus-Coelho, N. R. (2021). Handbook of Research on Cyber Crime and Information Privacy. IGI Global. http://doi:10.4018/978-1-7998-5728-0 ((Scopus-indexed) 

10. Manna A., Sengupta A., Mazumdar C. (2022) An Analysis of FIPP Clauses with Respect to Data Lifecycle Phases and Privacy Properties. In: Fong S., Dey N., Joshi A. (eds) ICT Analysis and Applications. Lecture Notes in Networks and Systems, vol 314. Springer, Singapore. https://doi.org/10.1007/978-981-16-5655-2_82

11. Manna A., Sengupta A., Mazumdar C. (2022) A risk-based methodology for privacy requirements elicitation and control selection. In Security and Privacy; 5(1):e188.doi:10.1002/spy2.188 (https://onlinelibrary.wiley.com/doi/epdf/10.1002/spy2.188) (ESCI-indexed)

12. Nilam Upasani, Asmita Manna and Manjiri Ranjanikar, “Augmented, Virtual and Mixed Reality Research in Cultural Heritage: A Bibliometric Study” International Journal of Advanced Computer Science and Applications(IJACSA), 14(1), 2023. http://dx.doi.org/10.14569/IJACSA.2023.0140191 (Scopus-Indexed, ESCI Indexed)

13. Manna, Asmita, Nilam Upasani, Shubham Jadhav, Ruturaj Mane, Rutuja Chaudhari, and Vishal Chatre. "Bird Image Classification using Convolutional Neural Network Transfer Learning Architectures." International Journal of Advanced Computer Science and Applications 14, no. 3 (2023).  https://doi.org/10.14569/IJACSA.2023.0140397 (Scopus-Indexed, ESCI Indexed)

14. UPASANI, NILAM, ASMITA MANNA, SHATABDI PINGALE, YASHASHREE SHINDE, SAKSHI RATHI, and SONALI SURPATNE. "CARDIOVASCULAR ABNORMALITIES DETECTION THROUGH IRIS USING THRESHOLDING ALGORITHM." Journal of Theoretical and Applied Information Technology 101, no. 4 (2023).  http://www.jatit.org/volumes/Vol101No4/13Vol101No4.pdf (Scopus-indexed) 

15. A. Manna, K. Kolpe, A. Mhalungekar, S. Pattewar, P. Kaloge and R. Patil, "Comparative Study of Various Machine Learning Algorithms for Pharmaceutical Drug Sales Prediction," 2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT), Karaikal, India, 2023, pp. 1-6, doi: 10.1109/IConSCEPT57958.2023.10169964. 

16. Ranjanikar, Manjiri A., Nilam Upasani, Asmita Manna, Jaishri M. Waghmare, Shimpy Goyal, Rachana Y. Patil, and Bharati P. Vasgi. "A Comprehensive Survey with Bibliometric Analysis on Recent Research Opportunities of Multimodal Medical Image Fusion in Various Applications." Applied Artificial Intelligence: A Biomedical Perspective (2023).  (Scopus-indexed) 

17. Sharma, G. , Bhushan, S. ,Manna, A., & Kolpe, K. J. . (2023). Identify the Economic Crisis by Analyzing Banking Data Using Machine Learning Technique. International Journal of Intelligent Systems and Applications in Engineering, 12(5s), 503–512. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/3936 (Scopus-indexed)

18. Sharma, G. ., Bhushan, S. ., Joshi, R. ., Manna, A. ., & Suryavanshi, M. A. . (2024). Detect Suspicious Transactions and Identify Fraud Transactions in Banking Data Using Machine Learning. International Journal of Intelligent Systems and Applications in Engineering, 12(19s), 243–251. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/5062 

19. Patil, Rachana Y., Yogesh H. Patil, Asmita Manna, and Manjiri Ranjanikar. "Enhancing the security of firmware over-the-air updates in automotive cyber-physical system." In Cyber Physical System 2.0, pp. 282-301. CRC Press, 2024. 

20. Manna, A., Sarode, R. Y., Patil, R. Y., & Ranjanikar, M. R. (2025). Decentralized Identity Verification: Revolutionizing Travel Documentation. In R. Srivastava, V. Rana, & M. Faiz (Eds.), Exploring the World With Blockchain Through Cryptotravel (pp. 259-282). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-6562-5.ch015 

21. A. Manna, R. Shinde, V. Supekar, M. Salvi and K. Yeole, "Identification of Medicinal Herbs using Modified Xception Architecture," 2024 8th International Conference on Computing, Communication, Control and Automation (ICCUBEA), Pune, India, 2024, pp. 1-5, doi: 10.1109/ICCUBEA61740.2024.10774773. (Scopus-indexed)

1.  Spatio Temporal Access Control in Enterprise Information Security by Sarnali Saha

2. A General Context-dependent Trust Model for Controlling Access to Resources for an Enterprise by Sumit Sarkar

3. Detection of Diabetic Retinopathy using Machine Learning and Image Processing

1. Identification of Medicinal Herbs using Deep Learning Technologies

2. Bird Image Identification using Transfer Learning Approaches 

3. Heart Failure Detection 

4. A medical Chatbot for primary identification of diseases

Reviewer

1.  Worked as Reviewer in CAST-2016

2.  Worked as Reviwer in EAIT- 2020

3. Worked as Track Chair of Computer and Network Security in ICCUBEA -2022

4. Worked as Track Chair of Computer and Network Security in ICCUBEA -2023