Feedback

Dr. Shalaka Avinash Ambedkar

Visiting Assistant Professor, Department of Computer Science.

AI/ML for Cyber Security, Internet of Things (IoT), Security & Privacy
BITS Pilani, Dubai Campus Dubai International Academic City  P. O. Box No. - 345055  Dubai. Chamber No: 349D

Research Publications

Journal Publications

  1. Shalaka Mahadik, Pranav M. Pawar, and Raja Muthalagu, Neeli Rashmi Prasad, Sin-Kuen Hawkins, Dimitris Stripelis, Sreedhar Rao, Peter Ejim, Bruce Hecht, "Digital Privacy in Healthcare: State-of-the art and Future Vision", IEEE Access 2024, DOI:10.1109/ACCESS.2024.3410035.

  2. Shalaka Mahadik, Pranav M. Pawar, and Raja Muthalagu, "Edge-Federated Learning-Based Intelligent Intrusion Detection System for Heterogeneous Internet of Things," IEEE Access, vol. 12, pp. 81736-81757, 2024, DOI: 10.1109/ACCESS.2024.3410046. (Q1,IF:3.4).

  3. Shalaka Mahadik, Pranav M. Pawar, and Raja Muthalagu, "Edge-HetIoT defense against DDoS attack using learning techniques," Computers & Security, Vol. 132, 1–13, Elsevier, 2023. (Q1,IF:5.6).

  4. Shalaka Mahadik, Pranav M. Pawar, and Raja M., Neeli Rashmi Prasad, and Dnyaneshwar S. Mantri, "Intelligent LSTM (iLSTM)-Security model for HetIoT," Journal of Wireless Personal Communication, Springer, 2023. (Q1,IF:2.2).

  5. Shalaka Mahadik, Pranav M. Pawar, and Raja M., "Heterogeneous IoT (HetIoT) security: techniques, challenges, and open issues," Multimedia Tools Applications, Springer, 2023. (Q1,IF:3.6).

  6. Shalaka Mahadik, Pranav M. Pawar, and Raja M., "Efficient Intelligent Intrusion Detection System for Heterogeneous Internet of Things (HetIoT)," Journal of Network and Systems Management, 31,2, Springer, 2023. (Q1,IF:3.6).

Conference Publications

  1. Alan Mohan, Shalaka Shankar Mahadik, Mithun Mukherjee, Pranav M. Pawar, Raja Muthalagux, Jaime Lloret, "Detecting Sentiment Steering Attacks on RAG-enabled Large Language Models," 2025 IEEE International Conference on Communications, Glasgow, Scotland, UK, 2025 (Accepted).
  2. Isha Andrade, Shalaka Mahadik, Pranav M. Pawar, Raja M., “Intelligent Intrusion Detection using ML for Large-scale IoT Networks," In 2024 Advances in Science and Engineering Technology International Conferences (ASET), pp. 1-7., HCT Dubai, UAE, IEEE, 2024.
  3. Ishan Mishra, Shalaka Mahadik, Pranav M. Pawar, Raja M., Elakkiya R., "Learning-Tree Based Network Intrusion Detection for IoT," IEEE 6th International Conference on Contemporary Computing and Informatics (IC3I-2023), 14th–16th September 2023, Amity University, Greater Noida, India, IEEE, 2023.
  4. Shalaka Mahadik, Pranav M. P, Raja M., Neeli R., and Dnyaneshwar S. M., "Smart LSTM-based IDS for Heterogeneous IoT (HetIoT)," IEEE 25th International Symposium on Wireless Personal Multimedia Communications 5G Way Forward to 6G, Oct. 30-Nov. 2, 2022, Aarhus University, Herning, Denmark, IEEE, 2022.

Book chapters

  1. Shalaka S. Mahadik, Pranav M. P., Raja M., Dnyaneshwar Mantri, Neeli R. P., and Nandkumar P. K., "Intelligent security for DDoS in HetIoT (6G perspective)," 6G Connectivity-Systems, Technologies, and Applications, River Publishers, 1-12, 2024.