Computer Science & Engineering

Patent

Consultancy

S.No.	Department	Project Name	Year	Amount
1.	Computer Science & Engineering	CUET Examination Centre.	2022-23	2 Lacs

Project

Nil

Publications

Journals (SCI/SCIE/Other)

S.No.	Details
2026
1.	Rakhi Nautiyal, Maroti Deshmukh. “Tiny Object Detection: An In-Depth Survey of Techniques, Challenges, and Future Directions”, Digital Signal Processing, 2026. [SCIE, Q1]
2025
1.	Divya Agrawal, Maroti Deshmukh, Surendra Singh. “A Dual-Modality Deep Learning Approach for Fine-Grained Sentiment Analysis using Speech and Text”, Knowledge-Based Systems, 2025. [SCIE, Q1]
2.	Arjun Singh Rawat, Maroti Deshmukh, Maheep Singh, Sandeep Chand Kumain, Lalit Kumar Awasthi. “VS-MSS: Visual Saliency based efficient and secure Multi Secret Sharing scheme over Cloud Storage”, Journal of Supercomputing, 2025. [SCIE, Q1]
3.	Bhawana Parihar, Arjun Singh Rawat, Maroti Deshmukh. “A Hybrid ML Framework for Tuberculosis Detection: Transformer-Based Representation Learning with Clinical Data”, International Journal of Information Technology, 2025. [Scopus, Q1]
4.	Maroti Deshmukh, Arjun Singh Rawat. “(k, n) Threshold Secret Image Sharing Using Linear Algebra for Secure Multimedia Transmission”, Peer-to-Peer Networking and Applications, 2025. [SCIE, Q1]
5.	Bhaumikaditya Guleria, Maroti Deshmukh, Rakhi Nautiyal. “IDS-LAD: Intrusion Detection System using Logical Analysis of Data”, Cluster Computing, 2025.[SCIE]
6.	Rakhi Nautiyal, Maroti Deshmukh. “RS-TOD: Tiny object detection model in Remote Sensing Imagery”, Remote Sensing Applications: Society and Environment, 2025.[SCOPUS]
7.	Harendra Singh, Maroti Deshmukh, Lalit Kumar Awasthi. “Secure Healthcare Data Management using Multimodal Image Fusion and Dual Watermarking”, Scientific Reports, 2025.[SCIE]
8.	Vivek Tomar, Nitin Kumar, Maroti Deshmukh, Maheep Singh. “HyperBox-based Virtual Sample Generation for Single Sample Face and Ear Recognition”, Signal, Image and Video Processing, 2025.[SCIE]
2024
1.	Rakhi Nautiyal, Maroti Deshmukh. “Motion-Aware Tiny Object Detection using YOLO-MoNet”, Procedia Computer Science, 2024.[SCOPUS]
2.	Arjun Singh Rawat, Maroti Deshmukh, Maheep Singh. “Visually Enhanced Multi-Secret Sharing Scheme with Arithmetic Modulo, DWT, and Particle Swarm Optimization for Meaningful Shares”, Cluster Computing, 2024.[SCIE]
3.	Arvind Kumar Vishwakarma, Maroti Deshmukh. “IFD-CNN:Image Fire Detection System based on deep Convolutional Neural Network”, IETE Journal of Research, 2024.[SCIE]
4.	Baldivya Mitra, Maroti Deshmukh, Abhimanyu Kumar. “An Enhanced Feature Learning CNN using Auto-encoder for Partially Occluded Target Recognition in SAR Imagery”, IETE Journal of Research, 2024.[SCIE]
5.	Harendra Singh, Maroti Deshmukh, Lalit Kumar Awasthi. “Secure and robust dual watermarking for western blot images”, IETE Journal of Research, 2024.[SCIE]
6.	Bhawana Parihar, Maroti Deshmukh, Arjun Singh Rawat. “A Framework for Counting based Secret Sharing Scheme for Images”, Multimedia Tools and Applications, 2024.[SCI]
7.	Maroti Deshmukh, Kanchan Bisht, Arjun Singh Rawat. “Deterministic Rabin Cryptosystem using Cubic Congruence and Chinese Remainder Theorem”, Wireless Personal Communications, 2024.[SCI]
8.	Bhawana Parihar, Maroti Deshmukh, Arjun Singh Rawat. “A Survey on Counting-Based Secret Sharing Schemes for Resource-Constrained Environments: Techniques, Security, Challenges, and Future Directions”, Journal of Supercomputing, 2024.[SCI]
2023
1.	Bhawana Parihar, Maroti Deshmukh, Arjun Singh Rawat. “Efficient Single Secret Image Sharing in Resource-Constrained Environment using Counting-Based Secret Sharing over Cloud”, Procedia Computer Science, 2023.[Scopus]
2.	Baldivya Mitra, Maroti Deshmukh, Abhimanyu Kumar. “A Novel Approach for Single-Shot Target Recognition by Matching Graph of Feature Pixels”, Procedia Computer Science, 2023.[SCOPUS]
3.	Baldivya Mitra, Maroti Deshmukh, Abhimanyu Kumar. “Analysis of Deep Learning based Models for Automatic Target Recognition using Synthetic Aperture Radar Imagery”, International Journal of Intelligent Systems Technologies and Applications, 2023.[SCOPUS]
4.	Maroti Deshmukh, Arjun Singh Rawat. “Secure Key Sharing Scheme using Hamiltonian Path”, International Journal of Information Technology, 2023.[SCOPUS]
5.	Maroti Deshmukh, Arjun Singh Rawat. “Lightweight Symmetric Key Encryption for Text using XOR Operation and Permutation Matrix", International Journal of Information Technology, 2023.[SCOPUS]
6.	Maroti Deshmukh, Arjun Singh Rawat. “Image and Object Encryption using Multiplicative Cipher and K-Means Clustering Algorithm", International Journal of Applied Cryptography, 2023.[SCOPUS]
7.	Arjun Singh Rawat, Maroti Deshmukh, Maheep Singh. “Natural Shares based Lightweight (n, n) Single Secret Image Sharing Scheme using LSB Stuffing for Medical Images", Journal of Supercomputing, 2023.[SCI]
8.	Maroti Deshmukh, Arjun Singh Rawat, Maheep Singh. “Secure Key Exchange Protocol using Graph and Trusted Third Party", Journal of Supercomputing, 2023.[SCI]
9.	Arjun Singh Rawat, Maroti Deshmukh, Maheep Singh. “A Novel Multi Secret Image Sharing Scheme for Different Dimension Secrets", Multimedia Tools and Applications, 2023.[SCI]
10.	Dinesh Pande, Arjun Singh Rawat, Maroti Deshmukh, Maheep Singh. “Single Secret Sharing Scheme using Chinese Remainder Theorem, Modified Shamir's Scheme and XOR Operation", Wireless Personal Communications, 2023.[SCI]
11.	Baldivya Mitra, Maroti Deshmukh, Abhimanyu Kumar. “A Novel Approach for Single-Shot Target Recognition by Matching Graph of Feature Pixels", Procedia Computer Science, 2023.[SCI]
12.	Sachin Choudhary, Abhimanyu Kumar, Krishan Kumar. “PKIF-AKA: A Public Key Infrastructure Free Authenticated Key Agreement Protocol for Smart Grid Communication", IETE Journal of Research, 2023.[SCIE]
13.	Baldivya Mitra, Maroti Deshmukh, Abhimanyu Kumar. “Analysis of Deep Learning based Models for Automatic Target Recognition using Synthetic Aperture Radar Imagery", International Journal of Intelligent Systems Technologies and Applications, 2023.[Scopus]
14.	Shubhashish Goswami and Abhimanyu Kumar. “A transformative deep learning framework for traffic modelling using sensors-based multi-resolution traffic data", International Journal of Sensor Networks, 2023.[SCI]
15.	Aditi Kar Gangopadhyay, Tanay Sheth & Sneha Chauhan. “LAD in finance: accounting analytics and fraud detection", Advances in Computational Intelligence, 2023.[Other]
16.	S. Singh. “A Systematic Review on Security Aware Real-Time Task Scheduling", Sustainable Computing: Informatics and Systems, 2023.[SCIE]

Conferences

S.No.	Details
2026
1.	Swarup Kumar Sahoo, Rakhi Nautiyal and Maroti Deshmukh. “Sequential Low-Resource Adaptation of YOLO-World for Open-Vocabulary Traffic Surveillance", 4th International Conference on Power Engineering and Intelligent Systems (PEIS), NIT Uttarakhand, 2026.[Scopus]
2.	Akriti Verma, Lisha, Rakhi Nautiyal and Maroti Deshmukh. “Few-Shot Anomaly Detection in Road Accidents using CLIP-Based Vision-Language Models", 4th International Conference on Power Engineering and Intelligent Systems (PEIS), NIT Uttarakhand, 2026.[Scopus]
3.	Kunwar Bijendra Singh, Maroti Deshmukh, Prachi Chauhan and Alok Negi. “Analyzing Unconditional Video Generation Under Limited Data Using Compact 3D GANs", 4th International Conference on Power Engineering and Intelligent Systems (PEIS), NIT Uttarakhand, 2026.[Scopus]
2025
1.	Ajeet Kumar Bhartee, Surendra Singh and Maroti Deshmukh. “Real-Time Vehicle Traffic Density Estimation for Traffic Scheduling in Intelligent Transportation System", International Conference on Emerging Technologies in Transportation for Sustainable Future, 2025.[Scopus]
2.	Priyanka Belwal, Surendra Singh and Maroti Deshmukh. “Dense Encoder and Attention-Enhanced U-Net for Multiple Sclerosis Lesion Segmentation in MRI", International Conference on Recent Trends in Computing and Smart Mobility, MANIT Bhopal, 2025.[Scopus]
3.	Ajeet Kumar Bhartee, Surendra Singh and Maroti Deshmukh. “An Adaptive Multi-Agent System for Real-Time, Priority-Based Traffic Regulation", International Conference on Recent Trends in Computing and Smart Mobility, MANIT Bhopal, 2025.[Scopus]
4.	Swaraj Singh Pal, Jaseem K, Maroti Deshmukh and Sneha Chauhan. “Homomorphic Logistic Regression for Secure Blood Pressure Abnormality Detection", 13th International Conference on Intelligent Systems and Embedded Design (ISED), NIT Raipur, 2025.[Scopus]
5.	Swaraj Singh Pal, Maroti Deshmukh and Sneha Chauhan. “Privacy-Preserving Human-Computer Interaction for Paternity Testing using Fully Homomorphic Encryption", 17th International Conference on Intelligent Human-Computer Interaction (IHCI), Banasthali Vidyapith, Jaipur, 2025.[Scopus]
6.	Rakhi Nautiyal and Maroti Deshmukh. “Enhancing Tiny Object Detection in Airborne Imagery Using the Attention-Driven Tiny-AirNet Framework", 17th International Conference on Intelligent Human-Computer Interaction (IHCI), Banasthali Vidyapith, Jaipur, 2025.[Scopus]
7.	Arnab Dana, Maroti Deshmukh and Surendra Singh. “Optimizing Random Forest for Alzheimer’s Disease Classification: A Transparent AI Approach", 22nd Control Instrumentation Systems Conference (CISCON), Manipal Institute of Technology, 2025.[Scopus]
8.	Bhaumikaditya Guleria, Maroti Deshmukh and Rakhi Nautiyal. “LAD-Based Intrusion Detection System with Recursive Rule Generation", 16th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Indore, 2025.[Scopus]
9.	Ravishankar Kumar Raman, Maroti Deshmukh and Rakhi Nautiyal. “Optimized Deep Neural Network for Coronary Artery Disease Segmentation", 16th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Indore, 2025.[Scopus]
10.	Divya Agrawal, Maroti Deshmukh and Surendra Singh. “Depression Detection through Sentiment Analysis using Multi-layer BiLSTM Networks", 16th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Indore, 2025.[Scopus]
11.	Devendra Prasad, Maroti Deshmukh, Parveen Kumar, Lalit Kumar Awasthi. “A Custom Features-Based Face Recognition using a Bag of Classifiers", 14th International Conference on Communication Systems and Network Technologies (CSNT2025), pp. 1-8, IEEE, 2025.[Scopus]
12.	Baldivya Mitra, Maroti Deshmukh, Abhimanyu Kumar. “A Novel Technique to Remove Noise from SAR Images by Equalizing Neighborhood Surrounding Values and Pixel Smoothing Computational Intelligence", Communication Technology and Networking (CICTN-25), 2025.[Scopus]
2024
1.	Neeraj Rathore, Maroti Deshmukh, Maheep Singh, Kamal Kumar, Gaurav Sharma. “Convolutional Encoder- Decoder Based Salient Object Detection", 4th International Conference On Innovative Sustainable Computational Technologies (CISCT), pp. 1-5, Graphic Era University Dehradun, 2024.[Scopus]
2.	Harendra Singh, Maroti Deshmukh, Lalit Kumar Awasthi, Krishan Berwal. “A Robust Watermarking Approach for Securing Copyright in Watershed Images", 6th International Conference on Deep Learning, Artificial Intelligence and Robotics (ICDLAIR), Springer, pp. 1-10, NIT Kurukshetra, 2024.[Scopus]
3.	Arvind Vishwakarma, Maroti Deshmukh. “FDT-DCA: improved Fire Detection Technique using Deep ConvNets Architecture", International Conference on Emerging Trends in Business Analytics & Management Sciences and 57th Annual Convention of Operational Research Society of India (BAMS-ORSI), Springer, pp. 1-21, IIT Bombay, 2024.[Scopus]
4.	Vivek Tomar, Nitin Kumar, Maroti Deshmukh and Maheep Singh. “Two-Level Image Augmentation with Deep-Learning for Single Sample Face and Ear Recognition", SILCON, IEEE, pp. 1-6, NIT Agartala, 2024.[Scopus]
5.	Vivek Tomar, Nitin Kumar, Maroti Deshmukh and Maheep Singh. “Scale Invariant Feature Transform based Single Sample Face and Ear Recognition", International Conference on IoT, Communication and Automation Technology (ICICAT), IEEE, pp. 1-6, BIT Gorakhpur, 2024.[Scopus]
6.	Vivek Tomar, Nitin Kumar, Maroti Deshmukh and Maheep Singh. “Single Sample Face and Ear Recognition using Transfer Learning and Sample Expansion", International Conference on Computer, Electronics and Electrical Engineering and their Applications (IC2E3), IEEE, pp. 1-6, NIT, Uttarakhand, 2024.[Scopus]
7.	Riya Chauhan, Maroti Deshmukh, Akshay Singh. “Improved Squeeze and Excitation based YOLOv8-SE for Object detection", 15th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, pp. 1-6, IIT Mandi, 2024.[Scopus]
8.	Rakhi Nautiyal, Maroti Deshmukh. “Tiny Object Detection for Marine Search and Rescue with YOLOv8n-Tiny", 15th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, pp. 1-6, IIT Mandi, 2024.[Scopus]
9.	Vivek Tomar, Nitin Kumar, Maroti Deshmukh, Maheep Singh. “Single Sample Face and Ear Recognition using Transfer Learning and Sample Expansion", International Conference on Computer, Electronics, Electrical Engineering and Their Applications (IC2E3), IEEE, pp. 1-6, NIT Uttarakhand, 2024.[Scopus]
10.	Nikhil Rawat, Sneha Chauhan, Lalit Kumar Awasthi. “Deep Learning Approaches for Predicting Mental States through Tweet Analysis", International Conference On Innovative Trends In Information Technology, Kottayam, Kerala, India, 2024.[SCI]
11.	Vivek Kumar, Nischal Anand, Rohit Rai, Sneha Chauhan and Jyoti Patel. “Unveiling Thermal Cross Talk in 5nm Gate-All-Around Stacked Nanosheet FETs: 37th International Conference on VLSI Design, ITC Kolkata, 2024.[SCI]
2023
1.	Abhishek Hazra, Surendra Singh, L. K. Awasthi. “International Conference on Artificial Intelligence of Things (ICAIoT), ICAIoT-2023, NITTTR Chandigarh, Web of science, 2023.[Scopus]
2.	Arvind Kumar Vishwakarma, Maroti Deshmukh. “CNN-FD:deep Convolutional Neural Network model for Fire Detection", 7th International Conference on Computer Applications in Electrical Engineering-Recent Advances, IIT Roorkee, 2023.[Scopus]
3.	Arvind Vishwakarma, Maroti Deshmukh. “An Intelligent Image Fire Detection Approach Based On Deep Convolutional Neural Network", 14th International Conference on Computing, Communication and Networking Technologies, IIT Delhi, 2023.[Scopus]
4.	Abhishek Dhiman, Maroti Deshmukh. “Key-Frame based Video Summarization using Optimized K-means Clustering", International Conference on Computer, Electronics & Electrical Engineering and Their Applications, NIT Uttarakhand, 2023.[Scopus]
5.	Arjun Singh Rawat, Maroti Deshmukh, Maheep Singh. “QR Shares based Secret Sharing Scheme using DWT, Random Permutation and Arithmetic Modulo Operation for QR Secret", 10th International Conference on Signal Processing and Integrated Networks, 2023.[Scopus]
6.	Arjun Singh Rawat, Maroti Deshmukh, Maheep Singh. “Meaningful Shares based Single Secret Sharing Scheme using Chinese Remainder Theorem and XOR Operation", 10th International Conference on Signal Processing and Integrated Networks, 2023.[Scopus]
7.	Abhishek Dhiman, Maroti Deshmukh. “Optimized Approach for Video Summarization using Transfer Learning and LSTM", 2nd International Conference on Computational Intelligence and Sustainable Engineering Solution, 2023.[Scopus]
8.	Shubhashish Goswami and Abhimanyu Kumar. “Traffic Prediction Using Auxiliary Information Based on Mlbsae-A Hybrid Deep Learning Framework", 14th International Conference on Computing Communication and Networking Technologies (ICCCNT). IEEE New Delhi, 2023.[Scopus]
9.	Kamini Sahu, Lalit K. Awasthi, Abhimanyu Kumar. “Key Generation using Pseudorandom Number Generator", 14th International Conference on Computing Communication and Networking Technologies (ICCCNT). IEEE New Delhi, 2023.[Scopus]
10.	Sachin Choduahry, Abhimanyu Kumar, Krishan Kumar. “Edge computing based An Efficient Lightweight authentication protocol for Smart Grid communication", International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3), 2023.[Scopus]
9.	Kamini Sahu, Lalit K. Awasthi, Abhimanyu Kumar. “A Novel Attribute based Encryption with implicit user authentication for Cloud", International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3), 2023.[Scopus]
10.	Manmohan Pundir, Abhimanyu Kumar; Sachin Choudhary. “Efficient Diffie Hellman Two Round Secret Key Agreement Protocol", 1st International Conference on Innovations in High Speed Communication and Signal Processing (IHCSP), 2023.[Scopus]
11.	Sneha Chauhan, Sugata Gangopadhyay, Aditi Kar Gangopadhyay. “Study of Support Set Generation Techniques in LAD for Intrusion Detection", International Conference on Intelligent Systems and Pattern Recognition, Tunisia, 2023.[Scopus]
12.	Sneha Chauhan, Loreen Mahmoud, Tanay Sheth, Sugata Gangopadhyay. Aditi Kar Gangopadhyay, “Generating Adversarial Examples Using LAD", International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), Portugal, 2023.[Scopus]

Books/Book Chapters

S.No.	Details
Book Chapter
2023
1.	Bhawana Parihar, Maroti Deshmukh, Arjun Singh Rawat, “CSBC: Cloud-based Secret image sharing using Bit-flip and Counting scheme”, Springer, 2023.

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