Dr. Meenakshi

Contact Info
Dr. Meenakshi
Department of Computer Science and Technology, Central University of Punjab
Dr. Meenakshi

Assistant Professor
Department of Computer Science and Technology
School of Engineering & Technology

Qualification

B.Tech., M.E., Ph.D.

Experience
Teaching Experience
12
Research Area

DDoS Attacks Detection, Network Security, Deep Learning

Publications
Papers
  1. Arshdeep Kaur, Meenakshi Mittal, Jasvinder Singh Bhatti, Suresh Thareja, Satwinder Singh (2024). A systematic literature review on the significance of deep learning and machine learning in predicting Alzheimer's disease. Artificial Intelligence in Medicine volume 154. https://doi.org/10.1016/j.artmed.2024.102928 (Impact Factor: 6.1)
  2. Kumar, K., Mudiraj, N. S., Mittal, M., & Singh, S. (2024). Fine-tuned convolutional neural networks for feature extraction and classification of scanned document images using semi-automatic labelling approach. International Journal of Intelligent Engineering Informatics, 12(1), 103–134. https://doi.org/10.1504/ijiei.2024.137711 (Impact Factor 6.3)
  3. Kumar, M., Mittal, M. & Singh, S. Development and Classification of Image Dataset for Text-to-Image Generation. J. Inst. Eng. India Ser. B (2024). https://doi.org/10.1007/s40031-024-01013-2
  4. Mittal, M., Kumar, K., & Behal, S. (2023). DL-2P-DDoSADF: Deep learning-based two-phase DDoS attack detection framework. Journal of Information Security and Applications, 78, 103609. https://doi.org/10.1016/j.jisa.2023.103609 (Impact Factor 5.6)
  5. Mittal, M., Kumar, K. & Behal, S. DDoS-AT-2022: a distributed denial of service attack dataset for evaluating DDoS defense system. Proc.Indian Natl. Sci. Acad. 89, 306–324 (2023). https://doi.org/10.1007/s43538-023-00159-9 (Impact Factor 1.1)
  6. Mittal, M., Kumar, K. & Behal, S. Deep learning approaches for detecting DDoS attacks: a systematic review. Soft Comput (2022). https://doi.org/10.1007/s00500-021-06608-1. Impact Factor: 3.732.
  7. Itoo, F., Meenakshi & Singh, S. Comparison and analysis of logistic regression, Naïve Bayes and KNN machine learning algorithms for credit card fraud detection. Int. j. inf. tecnol. 13, 1503–1511 (2021). https://doi.org/10.1007/s41870-020-00430-y
  8. Singh, T., Meenakshi Prevention of session hijacking using token and session id reset approach. Int. j. inf. tecnol. 12, 781–788 (2020). https://doi.org/10.1007/s41870-020-00486-w.
  9. Tanuja, Mittal, M.  (2019).  Implementation and analysis of enhanced obfuscation technique for data security. Int. J. Recent Technol. Eng., vol. 8, no. 3, pp. 6107–6115.
  10. Sharma, S., Mittal, M. (2019). Detection and prevention of de-authentication attack in real-time scenario. Int. J. Innov. Technol. Explor. Eng., vol. 8, no. 10, pp. 3324–3330.
  11. Raj, P., Mittal, M. (2018). Detection of Phishing URLs using Bayes Net and Naïve Bayes and evaluating the risk assessment using Attributable Risk. International Journal of Computer Sciences and Engineering, pp. 750-755, Vol.-6, Issue-5, May 2018, E-ISSN: 2347-2693.
  12. Kaur, H., Mittal, M. (2017). Analysis of VANET Geographic Routing Protocols on Real City Map," in IEEE International Conference On Recent Trends In Electronics Information Communication Technology, pp. 887-891, ISBN no. 978-1-5090-3704-9.
  13. Sharma, H., Mittal, M. and Bhatia, S. K. (2017). A Comparative Analysis and Awareness Survey of Phishing Detection Tools,” in IEEE International Conference On Recent Trends In Electronics Information Communication Technology, pp. 1424-1429, ISBN no. 978-1-5090-3704-9.
  14. Priya, A., Mittal, M. (2017). Detection of Phishing Websites using C4.5 Data Mining Algorithm.  IEEE International Conference On Recent Trends In Electronics Information Communication Technology, pp. 1453-1457, ISBN no. 978-1-5090-3704-9.
  15. Thakur, S., Mittal, M., Priya, A. (2017). Detection of Malicious URLs In Big Data Using Ripper Algorithm. IEEE International Conference On Recent Trends In Electronics Information Communication Technology, pp. 1286-1291, ISBN no. 978-1-5090-3704-9.
  16. Sharma, S., Mittal, M. (2015). Prevention of Blackhole Attack over AODV and DSR MANET Routing Protocol. International Journal Of Engineering And Computer Science ISSN: 2319-7242 Volume 4 Issue, Page No. 14698-14709.
  17. Rani, K.,  Mittal, M. (2015). Prevention of Denial of Service Attack on Dynamic Source Routing VANET Protocol. IJRET: International Journal of Research in Engineering and Technology Volume: 04 Issue: 09, pp. 251-255. eISSN: 2319-1163 | pISSN: 2321-7308
  18. Kaur, A., Mittal, M. (2014). A Comprehensive Review on Performance of AODV and DSDV Protocol Using Manhattan Grid Mobility Model. IJRET: International Journal of Research in Engineering and Technology Volume 3, Issue 3; March 2014 pp.496-505. eISSN: 2319-1163 | pISSN: 2321-7308
  19. Goel, R., Mittal, M. (2014). Comparative Review Study of Security of ARAN and AODV Routing Protocols in MANETs. IJRET: International Journal of Research in Engineering and Technology Volume 3, Issue 6; June 2014 pp.192-199. eISSN: 2319-1163 | pISSN: 2321-7308
  20.  Kaur, A., Mittal, M. (2014). Influence of Link Sensing Mechanism of IMEP on the Performance of TORA under Different Mobility Models. International Conference on Parallel, Distributed and Grid Computing. IEEE. pp.16-21. Print ISBN: 978-1-4799-7682-9 and DOI: 10.1109/PDGC.2014.7030708.
  21. Kansal, S., Mittal, M. December 2014. Performance evaluation of various symmetric encryption algorithms. International Conference on Parallel, Distributed and Grid Computing. IEEE. pp. 105-109. DOI: 10.1109/PDGC.2014.7030724.
Book Chapters
  1. Safi, A., Singh, S., Kaur, G., Meenakshi, M., & Kaur, T. (2024, March 8). Performance Analysis of Machine Learning Classifiers for Detection of Phishing Websites. Chapman and Hall/CRC eBooks. https://doi.org/10.1201/9781003406105-9.
  2. Mittal, M., Kumar, K., Behal, S. (2023). DDoS Attacks Detection Using a Deep Neural Network Model. In: Garg, D., Narayana, V.A., Suganthan, P.N., Anguera, J., Koppula, V.K., Gupta, S.K. (eds) Advanced Computing. IACC 2022. Communications in Computer and Information Science, vol 1782. Springer, Cham. https://doi.org/10.1007/978-3-031-35644-5_13
  3. Mittal, M., Kumar, K. & Behal, S. Distributed Denial of Service Attack Detection using Deep Learning Approaches. 8th International Conference on Computing for Sustainable Global Development (INDIACom) (2021) pp. 491-495.
  4. Mishra, H.K., Mittal, M. (2020). Analysis of Wormhole Attack on AODV and DSR Protocols Over Live Network Data. In: Somani, A.K., Shekhawat, R.S., Mundra, A., Srivastava, S., Verma, V.K. (eds) Smart Systems and IoT: Innovations in Computing. Smart Innovation, Systems and Technologies, vol 141. Springer, Singapore. https://doi.org/10.1007/978-981-13-8406-6_64

 

Research Guidance

M.Tech.: 39

Conference/ Workshops/Seminars Attended
National:
  • Attended Short Term Training Programme organized by Computer Science and Engineering Department, NITTTR Chandigarh from 12-09-2022 to 16-09-2022  on “Deep Learning.”
  • Participated in “Five days’ Workshop on Curriculum Development” organized by Department of Education, Central University of Punjab, Bathinda from 6th February to 10th February 2023.
  • Attended AICTE Training And Learning (ATAL) Academy Online FDP on "Data Sciences" from 2020-11-16 to 2020-11-20 at Indian Institute of Information Technology, Design & Manufacturing Kancheepuram.
  • Attended AICTE Training And Learning (ATAL) Academy Online FDP on "Deep Learning Using Convolutional Networks and Sequence Models" from 2020-11-23 to 2020-11-27 at Rao Bahadur Y. Mahabaleswarappa Engineering College.
  • Participated in one week faculty development programme on “Machine Learning using Python” conducted by Electronics & ICT Academy, IIT Roorkee at Panjab University, Chandigarh from 02 March -06 March, 2020.
  • Attended one week Short Term Training Program on "Advanced Engineering Optimization through Intelligent Techniques (AEOTIT)" held by the Mechanical Engineering Department, Sardar Vallabhbhai National Institute of Technology, Surat, India during 25-29 November, 2019.
  • Attended AICTE Recognized Short Term Course Programme organized by NITTTR Chandigarh and Conducted by Computer Science and Engineering Department from 22-07-2019 to 26-07-2019 (One Week) at Central University of Punjab, Bathinda on Python Programming.
  • Attended Short Term Training Programme organized by NITTTR Chandigarh from 11 February, 2019 -15 February, 2019 at NITTTR Chandigarh on "Report Writing in Latex."
  • Attended an Inter Disciplinary Refresher Course on Information Technology at UGC-HRDC, Punjabi University, Patiala from December 1, 2016 to December 21, 2016 (03 Weeks).
  • Attended an Orientation Programme organized by UGC-HRDC, Guru Jambheshwar University of Science & Technology, Hisar from November 16, 2015 to December 12, 2015 (04 Weeks).
  • Attended Short Term Training Programme organized by NITTTR Chandigarh from 21 April,2014 -2 May, 2014 at MIMIT Malout on "Network Security and Firewalls"
Conference/ Workshops/Seminars Organised