Specialization

Data privacy, information security, machine learning, Big data , Data Mining

Email

shivani.sharma@thapar.edu

Contact No.

9458001458

Biography

Shivani Sharma is currently working as an Assistant Professor in the Computer Science and Engineering Department at Thapar Institute of Engineering & Technology (Deemed University). She has done her PhD in Computer Science and Engineering Department from Indian Institute of Technology Roorkee. Master of Engineering from Indian Institute of information Technology and Management Gwalior (IIITM), India and B. Tech from UPTU India. Her main research interests are Data masking for privacy preservation, Data mining, Machine Learning.

1. Education:

2. Academic experience

• Assistant Professor, Thapar Institute of Engineering & Technology, Patiala, 06:04:2021 to Till date, FT
• Assistant Professor, IIIT Naya Raipur, Raipur, Chatisgarh, 21:05:2019 to 5:04:2021, FT.

• Lecturer, Thapar Institute of Engineering & Technology, Patiala, 21:08:2018 to 30:04:2019.

3. Current membership in professional organizations. –

• ACM Member (Membership no-7621062)
• IEEE Member (Membership no- 93669763

4. Honors and awards

• Senior Research Fellow under Visvesvaraya PhD Scheme fellowship by Ministry of Electronics & Information Technology, Government of India. [Jan, 2017 – Dec 31, 2018]
• Junior Research Fellow under Visvesvaraya PhD Scheme fellowship by Ministry of Electronics & Information Technology, Government of India. [Dec 26, 2014- Dec 2016]
• First Rank Holder in M.Tech.
• First Rank Holder in branch CSE in B.Tech .

5. Briefly list the most important publications and presentations from the past five years – title, co-authors if any, where published and/or presented, date of publication or presentation

SCI:

1. Shivani Sharma and Durga Toshniwal, "MR-OVnTSA: A Heuristic Based Privacy Preserving Technique, Applied Intelligence, Vol 50, Springer, 2020 (ImF-3.35)
2. Udit Sharma, Durga Toshniwal and Shivani Sharma “Parallelized Privacy Preservation Techniques for Sensitive Pattern Hiding”, Applied Intelligence,Vol 50, Springer, January 2020. (ImF-3.35)
3. Shivani) Sharma and Durga Toshniwal, "MR-I MaxMin- Scalable Two-Phase Border Based Knowledge Hiding Technique Using MapReduce", Journal of Future Generation Computer Systems, Elsevier, (ImF-6.1).

4. Shivani Sharma and Durga Toshniwal, “Scalable Two-Phase Co-occurring Sensitive Pattern Hiding using MapReduce”, Journal of Big Data, Springer, 4:4, (ESCI)

Conference Publications:

1. Rashmi Chaudhry and Shivani Sharma, “Fog-cloud assisted framework for Heterogeneous Internet of Healthcare Things”, The 12th International Conference on Ambient Systems, Networks and Technologies (ANT), 2021, Warsaw, Poland.
2. Kushal Singla, Joy Bose and Shivani Sharma, “A Privacy Preserving Approach for Home Ownership Prediction”, in proceedings of IEEE CONNECT , IIIT Bangalore, 2019.
3. Shivani Sharma and Durga Toshniwal, “ Privacy Preservation of Sensitive Itemsets Using Parallelized Heuristics Based Approach”, in proceedings of Fourth International Conference on Business Analytics and Intelligence (ICBAI), IISc Bangalore,
4. Shivani Sharma and Durga Toshniwal, “Privacy Preserving Association Rule Mining for Cloud Environment Using MapReduce”, in proceedings of IEEE International Conference on Cloud Computing in Emerging Markets (IEEE- CCEM), Bangalore, Oct
5. Shivani Sharma and Durga Toshniwal, “Parallelization of Association Rule Mining:survey”, in proceedings of IEEE- International Conference on Computing, Communication and Security(ICCCS-2015), Mauritius,
6. Shivani Sharma, KK pattanaik, “Protocol for latency reduction for prioritized traffic in WSN”, Science Direct Elsevier, vol 19 pg 269-272,

6. Briefly list the most recent professional development activities/ Research project

1. Attended Faculty Development Program on Strength Finder conducted by Thapar Institute of Engineering & Technology, Patiala from 24^th-28^th September, 2018.