Deepti C

About

Deepti.C is currently working as Assistant Professor in the Department of Computer Science Engineering, PES University EC Campus, Bengaluru, India. She has graduated with a bachelor’s degree in Electronics and Communication Engineering from Visvesvaraya Technological University in 2004.She obtained her M. Tech in the field of Computer Network Engineering from Visveswaraya Technological University in the year 2009. She is currently pursuing PhD in Computer Science Engineering at Visvesvaraya Technological University (VTU). She has 18+ years of teaching and research experience in academics. She is a life member of Computer Society of India (CSI). Her area of interest includes Computer Networks, Internet of Things and Wireless Sensor Networks. She is a lifetime member of CSI. She is an active researcher in the field of Computer Networks and Internet of Things. Her research interests include Wireless Sensor Networks, Computer Networks, Internet of Things (IoT) and Machine Learning.

Research Areas

4

Research Interest

Internet of Things
Embedded Systems
Wireless Sensor Networks
Computer Networks

Publications

43

Manasi Bhattacharyya, T.K. Thriveni and C. Deepti, Identity and Access Management in Cloud-A Review of Current Trends and Future Research Directions, Journal of Advanced Research in Dynamical and Control Systems (JARDCS), Special Issue-1, 2018.
M.Syama and Deepti.C,An Evaluation of Enroute filtering methods for False Data Injection attacks in WSN, Int. Journal of Engineering Research and Technology(IJERT),Vol. 2, Issue 4, pp 345 to 350, April 2013
R.Shivanagu and Deepti.C, A Security Mechanism against Reactive Jammer Attack in Wireless Sensor Networks Using Trigger Identification Service, Int. Journal of Security, Privacy and Trust Management (IJSPTM),Vol. 2, No. 2, pp. 43 to 54, April 2013.

1

Puja, S., Ruthvik, V., Dhanashree, V., Ganesh, K.S.S., Deepti, C. (2025). An Ensemble Machine Learning-Based Approach Toward Accuracy in Bitcoin Price Prediction. Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics. PCCDA 2024. Algorithms for Intelligent Systems. Springer, Singapore. doi:https://doi.org/10.1007/978-981-97-8669-5_6
Rao, R., Addanki, S., Santhosh, S.K., Vinodha, K., Deepti, C. (2026). Detection of Cyberattacks in a Closed Loop Insulin Pump Using Dual-GAN Mechanism. In: Swaroop, A., Kansal, V., Hassanien, A.E. (eds) Proceedings of Sixth Doctoral Symposium on Computational Intelligence. DoSCI 2025. Lecture Notes in Networks and Systems, vol 1495. Springer, Singapore. https://doi.org/10.1007/978-981-96-8043-6_13
Fathima, S.A., Bhushan, A., Amar, A., Honnapure, A., Deepti, C. (2026). Strategic IIoT Security: Designing an Anomaly Detection Technique for Improved Threat Detection in Aquaculture. In: Chaudri, J., Mahalle, P.N., Perumal, T., Joshi, A. (eds) ICT for Intelligent Systems. ICTIS 2025. Lecture Notes in Networks and Systems, vol 1519. Springer, Singapore. https://doi.org/10.1007/978-981-96-8901-9_11
Fathima, S.A., Bhushan, A., Amar, A., Honnapure, A., Deepti, C. (2026). Strategic IIoT Security: Designing an Anomaly Detection Technique for Improved Threat Detection in Aquaculture. In: Chaudri, J., Mahalle, P.N., Perumal, T., Joshi, A. (eds) ICT for Intelligent Systems. ICTIS 2025. Lecture Notes in Networks and Systems, vol 1519. Springer, Singapore. https://doi.org/10.1007/978-981-96-8901-9_11
Netto, R., Ritu Reddy, P., Deepti, C. (2026). “Edge-Driven Malware Detection in IoMT Using Cognitive Digital Shadows and Federated Learning”. In: Kaiser, M.S., Xie, J., Joshi, A. (eds) Intelligent Strategies for ICT. ICTCS 2025. Lecture Notes in Networks and Systems, vol 1891. Springer, Cham. https://doi.org/10.1007/978-3-032-20609-1_25
Prasad, D., Jain, H., Giri, A., Deepti, C. (2026). “Prediction of Cyberattack Driven Outage in 5G Architecture Using Conversational AI Agents” In: Joshi, A., Ragel, R.G., S., K. (eds) ICT: Applications and Social Interfaces. ICTCS 2025. Lecture Notes in Networks and Systems, vol 1876. Springer, Cham. https://doi.org/10.1007/978-3-032-19690-3_17

2

C, Deepti, and Annapurna Dammur. 2026. "SG-DSN: A Lightweight Network Deep Learning Model for Arrhythmia Classification and Arrhythmia-Induced Cardiomyopathy Risk Alerting Using Multi-Lead ECG" Signals 7, no. 4: 72. https://doi.org/10.3390/signals7040072
C, Deepti, and Annapurna Dammur. 2026. "GAMENet: Gender-Aware Morphology Encoder Network for Early Ischemia Heart Disease Classification" Informatics 13, no. 6: 92. doi:https://doi.org/10.3390/informatics13060092
Deepti.C, Renuka Devi M.N, Madhavi G, “An Analysis of the current challenges in Efficient Video Processing” International Journal of Scientific & Engineering Research, Volume 4, Issue 3, March-2016, Page 10, ISSN 2229-5518.
Deepti C, Nagaraja J,“ Cardiovascular disease prediction by deep learning based on IOMT: review”, Smart Science(T&F), Received 14 Sep 2023, Accepted 15 Jun 2024, Published online: 19 Aug 2024,1-11, doi:https://doi.org/10.1080/23080477.2024.2370211

3

E. Pm, A. B. Kaimal, U. Ananthanagu, A. Sujith, S. P. T and D. C, "A Novel Approach to Identify Diabetic Macular Edema Using a Minimal CNN Model," 2023 1st International Conference on Optimization Techniques for Learning (ICOTL), Bengaluru, India, 2023, pp. 1-6, doi: 10.1109/ICOTL59758.2023.10435002
“FetalCare: Enhancing Prenatal Care through a Machine Learning Approach for Fetal Health Classification and Birth Weight Prediction” at the 6th International Conference on Inventive Computation and Information Technologies (ICICIT 2024) organised by Stamford International University, Bangkok Thailand on 16th April 2024
An Ensemble Machine Learning based Approach Towards Accuracy in Bitcoin Price Prediction” at the 4th International Conference on Paradigms of Communication, Computing and Data Analytics (PCCDA 2024) organized by Pt. Lalit Mohan Sharma Campus, Rishikesh, Sri Dev Suman Uttarakhand University, Uttarakhand, India on 20th April 2024.
Strategic IIoT Security: Designing an Anomaly Detection Technique for Improved Threat Detection in Aquaculture” at the 9th International Conference on Information and Communication Technology (ICTIS 2025) organised at the Bangkok Marriott Hotel Sukhumvit, Bangkok, Thailand on 5th April 2025.
A. Chennubhotla, S. Tewari, H. Somvanshi, C. M.J and D. C, "Moving Past Docker for Serverless: WebAssembly for Kubernetes Clusters at the Edge," 2025 10th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA), Chengdu, China, 2025, pp. 560-565, doi: 10.1109/ICCCBDA64898.2025.11030528.
Edge-Driven Malware Detection in IoMT using Cognitive Digital Shadows and Federated Learning” at the Tenth International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2025) held at Jaipur, India between 15th to 17th December 2025.
Prediction of cyberattack driven outage in 5G architecture using conversational AI agents” at the Tenth International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2025) held at Jaipur, India between 15th to 17th December 2025.
A. Barooah, A. Kumar, A. Mishra, A. G. Katyarmal and D. C., "CheatGuard: A Distributed Multi-Modal Anti Cheating System for Hybrid Examinations Using Custom Trained Models with Real-Time Alert Dashboard," 2026 13th International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, India, 2026, pp. 1-8, doi: 10.23919/INDIACom70271.2026.11526448
Phonocardiogram-Based System for Enhanced Detection of Congenital Heart Disease in Children”,18th International Conference on Computer and Automation Engineering (ICCAE), held in Sydney, Australia during March 12-14, 2026.
D. Chandrasekharan, A. Dammur, K. P. Inchara and J. Nagaraja, "Graph-Based Bi-Interaction Neural Network Framework for Accurate Cardiovascular Disease Detection Using Patient Similarity and Clinical Feature Interactions," 2026 2nd International Conference on Intelligent Systems and Computational Networks (ICISCN), Bidar, India, 2026, pp. 1-7, doi: 10.1109/ICISCN67954.2026.11566222

Books

Book Chapter Singh, P.R., Nazre Amarnath, T.K., Khurram, M., Tripathi, S., Chandrasekharan, D. (2023). “Restaurant Automation Through IoT and NLP Techniques” In: Joby, P.P., Balas, V.E., Palanisamy, R. (eds) IoT Based Control Networks and Intelligent Systems. Lecture Notes in Networks and Systems, vol 528. Springer, Singapore. https://doi.org/10.1007/978-981-19-5845-8_10

Conferences

Presented a paper on Design and Implementation of a Monitoring Interface using Bluetooth Ad hoc Networking at National Level Paper Presentation Conference at Satyabhama University, Chennai on 30th and 31st July 2010
Presented a paper on An Insight into Identity based Authentication Techniques for the Internet of Things Environment at the International Conference on Electrical, Electronics, Computers, Communication, Mechanical and Computing (EECCMC) at Priyadarshini Engineering College, Vanniyambadi, Vellore District, Tamil Nadu on 28th January 2018.
Presented a paper on An Analysis of the current challenges in Efficient Video Processing at the International Conference on Advances in Computing Logic, Sciences and Technology 2016 organized at Anantapur, A.P on 11th March 2016
Presented a paper on “Eye-Typing -Vision Based Human Activity Control” at the IEEE International Conference on Distributed computing Electrical Circuits and Electronics (ICDCECE-2022) (Online Mode) organised by Ballari Institute of Technology and Management, Ballari on 23rd and 24th April 2022.
Presented a paper on “Restaurant Automation through IoT and NLP Techniques” at the International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS 2022) (Online Mode) organised by School of Computer Science and Engineering, REVA University, Bengaluru on 1st and 2nd July 2022
Presented a paper on “An IOTML Based Food Freshness Detection System” at the 2023 2nd International Conference for Innovation in Technology (INOCON 2023) organised by Sai Vidya Institute of Technology ,Bengaluru on 3rd March 2023.Proceeding of the conference included in IEEE Explore Digital Library on 19th April 2023
Presented a paper on Identity and Access management in cloud A review of current trends at the International Conference on Emerging Trends in Science & Technologies for Engineering Systems (ICETSTES-2018) organized by S J C Institute of Technology, Chickballapur, Karnataka, in association with (IEAE) on 10th & 11th January, 2018.
Presented a paper on “Estimation of Community Water Consumption Using Multivariate Ensemble Approach” at the 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) organised by Christ University on April 21st, 2023
Presented a paper on An Energy Efficient Source Authentication method for False Data Filtering in WSN at the International Conference on Electrical Engineering and Computer Science organized by IRNET on 17th April 2013.

Journals

Deepti C, Arjit Jindal, Prudhvi Reddy, Amrutha D, A Consumer-Friendly Machine Learning Based Mechanism to Recognize the Quality of Commercially Available Fruits, International Journal of Engineering and Advanced Technology (IJEAT), Volume 9, Issue 3, February 2020.
Abhishek Kumar, Sourab Das, Deepti.C,Wi-Fi Direct based Mobile Application for Early Response to Persons in Emergency Situations, The SIJ Transactions on Computer Networks & Communication Engineering (CNCE), Volume: 4, Issue: 2, October 2016
Manasi Bhattacharyya, T.K. Thriveni and C. Deepti, “Identity and Access Management in Cloud-A Review of Current Trends and Future Research Directions”, Journal of Advanced Research in Dynamical and Control Systems (JARDCS), Special Issue-1, 2018.
Deepti.C, Renuka Devi M.N, Madhavi G ,An Analysis of the current challenges in Efficient Video Processing, International Journal of Scientific & Engineering Research, Volume 7, Issue 3,March-2016.
M.Syama and Deepti.C, “An Evaluation of Enroute filtering methods for False Data Injection attacks in WSN”, Int. Journal of Engineering Research and Technology (IJERT), Vol. 2, Issue 4, pp 345-350, April 2013
S. Rathod and Deepti.C, An Integrated Fast Reroute Approach for Routing Protection in IP Networks, Int. Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE), Vol 2, Issue 5, pp. 4015 to 4020, May 2014.
R.Shivanagu and Deepti.C, An Assessment of Security Mechanisms Against Reactive Jammer Attack In Wireless Sensor Networks, International Journal of Foundations in Computer Science and Technology(IJFCST), Vol. 3, No. 3, pp. 31 to 40, May 2013.
M.Syama and Deepti.C, An Evaluation of Energy Efficient Source Authentication Methods for False Data Filtering in WSN, Int. Journal of Security, Privacy and Trust Management (IJSPTM),Vol. 2, No. 2, pp 33 to 41, April 2013
R. Shivanagu and Deepti.C, “A Security Mechanism against Reactive Jammer Attack in Wireless Sensor Networks Using Trigger Identification Service,” Int. Journal of Security, Privacy and Trust Management (IJSPTM), Vol. 2, No. 2, pp. 43–54, April 2013.
Deepti.C, A Framework for Monitoring Interface for Local Area Networks via Personal Bluetooth Computing, Int. Journal of Computer Applications (IJCA),Volume 63, No 17, pp 27 to 30, February 2013.

Teaching

5

Education

2

M.Tech

Dayananda Sagar College of Engineering,Visvesvaraya Technological University

2009
Bachelor of Engineering

Visvesvaraya Technological University(VTU),

2004

Experience

6

Assistant Professor (CSE)

PES University EC Campus

2019 – Till date
Assistant Professor (ISE)

PESIT Bangalore South Campus

2014 – 2019
Assistant Professor (ISE)

The Oxford College of Engineering

2012 – 2014
Assistant Professor (CSE)

Christ University Faculty of Engineering

2010 – 2012
Lecturer(CSE)

CMR Institute of Technology

2009 – 2010
Lecturer(ECE)

Shirdi Sai Engineering College

2006 – 2007

Achievements

3

NPTEL Discipline Star July December 2025
Co-authored the Book Artificial Intelligence: Essential Neural networks to computer vision (Authors: Ms. Namrata Vardhaman, Dr. P.T. Shanthala, Dr. R. Amutha and Ms. C. Deepti) ISBN: 978-81-983268-5-0,DOI: https://doi.org/10.59646/cv/294 Edition 1: December 14, 2024
Co-Authored the book CyberShield Architecture Tools, Techniques and Tactics Authors: Dr. Shanthala P T, Dr. S. Mani, Mrs. Deepti C,and Dr. S. Sajithra Varun ISBN: 978-81-996233-1-6 DOI: https://doi.org/10.59646/566 Edition 1: January 15, 2026

Responsibilities

6

ASD Coordinator
Class Coordinator
Anchor Faculty- Digital Design and Computer Organisation, Digital Logic and Computer Design
Minor Course Coordinator
Alumni Coordinator
Infrastructure Coordinator

Additional Info

2

Professional Membership: CSI (Computer Society of India)-Life Member since 2013.

Deepti.C is currently working as Assistant Professor in the Department of Computer Science Engineering , PES University EC Campus ,Bengaluru, India. She is currently pursuing PhD in Computer Science Engineering at Visvesvaraya Technological University(VTU). She has completed her B.E., degree in Electronics and Communication Engineering from Visvesvaraya Technological University(VTU),Belgaum, India in 2004. She obtained her M.Tech degree in Computer Network Engineering from Dayananda Sagar College of Engineering, , Visvesvaraya Technological University(VTU),Belgaum, India in 2009. She has over 18 years of teaching experience in various Engineering Colleges. She is a life member of Computer Society of India(CSI).Her area of interest includes Computer Networks, Internet of Things and Wireless Sensor Networks.

Campus

EC Campus

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23 departments, 3 campuses