Faculty Profile

Dr.H S Annapurna

Professor & Head

Name of the faculty: Dr.H S Annapurna

Designation: Professor & Head

Qualifications: Ph.D

Area of specialization: Cryptography and Network Security

Email id: annapoornahs@ssit.edu.in

Experience in years: 30

Membership in professional bodies: MISTE

Details of Ph.D students Guiding/Guided

Name	Research Area	University	Status
Mala K	Cloud Computing	SSAHE, Tumakuru	Pursuing
Raghavendra M Y	Machine Learning	SSAHE, Tumakuru	Pursuing
Sujatha G S	Cyber Security	SSAHE, Tumakuru	Pursuing
Harish Gowda	Machine Learning	SSAHE, Tumakuru	Pursuing

Citations: 13

H-index: 2

Papers published in Journals

H S Annapurna, Mala K, “Cloud Network Traffic Classification and Intrusion Detection System using Deep Learning: A Review”, International Journal of Creative Research Thoughts, 2023, ISSN: 2320-2882, Volume 11, Issue 11, DOI: https://doi.one/10.1729/Journal.36825
H S Annapurna, M Siddappa, “ Binomial Tree Based Key Establishment Schemes for Heterogeneous Wireless Sensor Networks”, International Journal of Engineering & Technology Innovation, 2019, ISSN 2319-8613, Vol. 10, No. 6, pp. 1731-1743, DOI: 10.21817/ijet/2018/v10i6/181006050
H S Annapurna, M Siddappa, “Secure Group Communication in WSN based on Integrated approach of Chaos and Neural Network”, International Journal of Engineering & Technology, 2018, 7 (3.4) 223-230, DOI: https://doi.org/10.14419/ijet.v7i3.4.16778
H S Annapurna, M Siddappa, “MTKD: An algorithm for Multi-Tier Key Distribution for securing Group Communication in WSN”, International Journal of Advances in Applied Sciences (IJAAS) Vol. 6, No.1, March 2017, pp. 22-30 ISSN: 2252-8814, DOI:10.11591/ijaas.v6.i1. pp 23-31
H S Annapurna, Asha S, “A Group Key Management Scheme for Secure Group Communication”, International Journal of Innovative Research and Studies”, 2016, Volume 5, Issue 6.
H S Annapurna, M Siddappa. “A Survey on Security Techniques in Group Communication for Wireless Sensor Networks”, International Journal of Computer Applications, 2015,113(7):6-12, DOI: 10.5120/19836-1689
H S Annapurna, M Siddappa,”SEEHPIP: Secure Energy Efficient Homomorphism based Privacy and Integrity Preserving Data Aggregation for Wireless Sensor Networks”, International Journal of Applied Engineering Research, 2015, ISSN 0973-4562 Volume 10, Number 18, pp 39528-39535.

Papers published in International conferences

H S Annapurna, Mala K, “Innovative Approaches for Enhanced Security in Cloud Network Traffic: An Adaptive Deep Learning Framework” , First IEEE International Conference on Software, Systems and Information Technology (SSITCON) October 18-19, 2024.
H S Annapurna, Mala K, “Intrusion Detection System using Long-Short-Term Memory with Mish Activation Function in Cloud”, International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), August 23-24, 2024.
Dr.H S Annapurna, Sujatha G S, “An Advanced Machine Learning Techniques for Cyberbullying Prevention”, International Conference on Computer Science & Technology Allies in Research, 6-7 May 2024.
Annapurna H S, Raghavendra M Y “A Systematic Literature Review: Crop Recommendation using Machine Learning Algorithms”, 2^nd International Conference on Knowledge Engineering and Communication Systems, April 18-19, 2024.
Dr.Annapurna H S, Harish G N, “Survey on Machine Learning based Anomaly Detection in Cloud Networks”, 2nd International Conference on Knowledge Engineering and Communication Systems, April 18-19, 2024.
Annapurna H S, Mala K, “Cloud Network Traffic Classification and Intrusion Detection System using Deep Learning”, IEEE First International Conference on Integrated Intelligence and Communication Systems, ICIICS-2023, November 24-25, 2023.
H S Annapurna, M Siddappa, “Key Management Scheme for Secure Group Communication in WSN with Multiple Groups”, Third International Conference on Computer Science & Engineering, 2016, DOI : 10.5121/csit.2016.61008
H S Annapurna, M Siddappa, “Secure Data Aggregation with Fault Tolerance for Wireless Sensor Networks”, IEEE International Conference on Emerging Research in Electronics, Computer science and Technology, 2015, DOI: 10.1109/ERECT.2015.7498982
H S Annapurna, M Siddappa, “A Technique for Multi-Tier Key Distribution for Securing Group Communication in WSN”, Third International Conference on Emerging Research in Computing, Information, Communication and Applications, 2015, DOI:10.1007/978-81-322-2550-8_26
H S Annapurna, Harsha Jain, “Coalescing Cryptographic and Steganographic Primitives to Prevent Jamming Attacks in Wireless Networks”, International Conference on Networks, Information and Communications, ICNIC 2014, July 11-12, 2014
H S Annapurna, “Distributed Information Security over Manet Networks”, International Conference on Computer Science and Engg, April 07, 2013, Interscience Open Access Journals, Bengaluru.

Funded research projects

A project proposal entitled “Establishment of Ethical Hacking – Centre of Excellence Lab” has received a research grant of Rs.20 Lakhs by VGST, GoK under the scheme KFIST-L1.

Other Achievements

Contributed as a Reviewer for International Conference on Smart Systems for applications in Electrical Sciences (ICSSES-2025) organized by Siddaganga Institute of Technology, Tumakuru on 7th and 8th March 2025.
Delivered a guest lecture on “Automata Theory and Compiler Design” at Raja Reddy Institute of Technology, Bengaluru, on 22-02-2024.
Delivered a guest lecture on “Compiler Design” at Shridevi Institute of Engineering and Technology, Tumakuru, on 1-03-2024.
Participated as a judge for the Quiz Competition in SAMARTHYA 2024 organized by IEEE SSIT Student Branch held on 14th and 15th May 2024.
Participated as a session chair in the 1st International Conference on Emerging Technologies in Science and Engineering, ICETSE-24, organized by Akshaya Institute of Technology, Tumakuru on 26th and 27th June 2024.
Chaired a session in the 4th IEEE International Conference on Mobile Networks and Wireless Communications, ICMNWC-2024, organized by the E&TE department at SSIT, Tumkur on 4th and 5th December 2024.
Chaired a session in the 3rd International Conference, ICMNWC 2023, organized by the E&TE department at SSIT, Tumakuur on 4th and 5th December 2023.
Chaired a session in the 3rd International Conference, ICMNWC 2023, organized by the E&TE department at SSIT, Tumakuur on 4th and 5th December 2023.
Member of Research Advisory Committee at NMIT Bengaluru and SIT, Tumakuru.
Member of Academic Council, SSAHE, Tumakuru
Member of Curriculum Development Cell
Co-coordinator, Anti-ragging Squad for Girls Hostel, SSIT, Tumakuru.
Chairman,BoS (UG), SSIT, Tumakuru.
Chairman,BoE (UG), SSIT, Tumakuru.
Quality Officer, IQAC,SSIT, Tumakuru.