Bio-sketch

Gaurav Singal (SMIEEE) is an Assistant Professor in Computer Science Engineering Department at NSUT Delhi. He obtained his PhD and M. Tech. in the Computer Science Engineering department from Malaviya National Institute of Technology, Jaipur, India. He received research grants from the Department of Science and Technology, Uttar Pradesh on women security and the Department of Biotechnology on Assistive devices. He is actively working in research and teaching for the last 10 years and published a number of reputed conferences and journals. He is a member of the scientific society IEEE and ACM. He is certified as an NVIDIA Deep learning institute ambassador and UIPath RPA Advanced Developer. His research interests include Wireless and Ad hoc Networking, Internet of Things, Edge computing, Applied Deep learning and Reinforcement learning.

Areas of Interest

Internet of Things, Wireless Networks, Mobile Ad-hoc Networks, Edge computing, Applied Deep learning and Reinforcement learning.

Research/Social Profiles

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Publications in International Journal

26. N. Ahuja, D. Mukhopadhyay, Gaurav Singal. "DDoS Attack Traffic classification in SDN using Deep Learning", Personal and Ubiquitous Computing, Springer, May, 2023.

25. V. Baviskar, M. Verma, P. Chatterjee, Gaurav Singal, T R Gadekallu. "Optimization using IoA based SSC-AE: Stacked Sparse CNN Auto Encoder Model for Heart Disease Prediction", Expert System Wiley, May, 2023.

24. V. Baviskar, M. Verma, P. Chatterjee, Gaurav Singal. "Efficient Heart Disease Prediction using Hybrid Deep Learning Classification Models", IRBM, Elsevier, April, 2023.

23. S Banerjee, Gaurav Singal, S. Saha, H. Mittal, M. Srivastava, A. Mukherjee, S. Mahato, B. Saikia, S. Thakur, S. Samanta, R. Kushwaha, D. Garg "Machine Learning approach to Predict net radiation over crop surfaces from global solar radiation and canopy temperature data", International Journal of Biometeorology, Springer, August, 2022.

22. K. Manjari, M. Verma, Gaurav Singal, S. Namasuda "QEST: Quantized and Efficient Scene Text Detector using Deep Learning", ACM Transactions on Asian and Low-Resource Language Information Processing, March 13, 2022.

21. K. Manjari, M. Verma, Gaurav Singal, N. Garg "QAOVDetect: A Novel Syllogistic Model with Quantized and Anchor Optimized Approach to Assist Visually Impaired for Animal Detection using 3D Vision", Cognitive Computation, Springer, 14, pages 1269–1286, April 19, 2022.

20. S. Gupta, Gaurav Singal, D. Garg, S. Das "RSAC: A Robust Deep Reinforcement Learning Strategy for Dimensionality Perturbation", IEEE Transactions on Emerging Topics in Computational Intelligence, 14 February 2022.

19. Gaurav Singal, H Singhal, R. Kushwaha, V. Veeramsetty, T. Badal, S. Lamba "RoadWay: Lane Detection for Autonomous Driving Vehicles via Deep Learning", Multimedia Tools and Applications, Springer, 07 January 2022.

18. S. Gupta, Gaurav Singal, D. Garg, S. Jagannathan "QC_SANE: Robust Control in DRL Using Quantile Critic With Spiking Actor and Normalized Ensemble", IEEE Transactions on Neural Networks and Learning Systems, IEEE, 07 December 2021.

17. N. Ahuja, Gaurav Singal, D. Mukhopadhyay, A. Nehra "Ascertain the efficient machine learning based approach to detect different ARP attacks", Computers and Electrical Engineering, Elsevier, January 2021.

16. R. Kumar, M. Swarnkar, Gaurav Singal, N. Kumar. "IoT Network Traffic Classification using Machine Learning Algorithms: An Experimental Analysis.", Internet of Things, IEEE, Volume 9, Issue 2, 989-1008, October 2021.

15. K. Manjari, M. Verma, Gaurav Singal, V. Chamola. "Catalysing Assistive Solutions by Deploying Light-Weight Deep Learning Model on Edge Devices.", Journal of Experimental & Theoretical Artificial Intelligence, Taylor & Francis, May 2023.

14. V. Veeramsetty, R. Reddy K, Santhosh M, A. Mohnot, Gaurav Singal "Short Term Electric Power Load Forecasting Using Random Forest and Gated Recurrent Unit." Electrical Engineering, Springer, 2021.

13. P Gupta, B Pareek, Gaurav Singal, D. V. Rao. "Edge device based Military Vehicle Detection and Classification from UAV." Multimedia Tools and Application, Springer, 23 July, 2021.

12. N. Ahuja, Gaurav Singal, D. Mukhopadhyay, N. Kumar. "Automated DDOS attack detection using Traffic log in Software Defined Networking.", Journal of Network and Computer Applications, 2021 Elsevier, Volume 187.

11. V. Veeramsetty, A. Mohnot, Gaurav Singal, S. R. Salkuti. "Short Term Active Power Load Prediction On A 33/11KV Substation Using Regression Models.", Energies, MDPI, May, 2021.

10. S. Naval, A. Pandey, S. Gupta, Gaurav Singal, V. Vinoba, N. Kumar. "PIN Inference Attack: A Threat to Mobile Security and Smartphone-controlled Robots.", IEEE Sensors Journal, 2021. doi: 10.1109/JSEN.2021.3080587

9. S. Gupta, Gaurav Singal, D. Garg. "Deep Reinforcement Learning Techniques in Diversified Domains: A Survey.", Arch Computat Methods Eng, Springer, Volume 28, pages 4715–4754, 10 Feb 2021.

8. Gaurav Singal, V. Laxmi, M. S. Gaur, D V. Rao, R. Kushwaha, D. Garg, N. Kumar. "QoS-aware Mesh based Multicast Routing Protocols in Edge Ad Hoc Networks: Concepts and Challenges.", ACM Transactions on Internet Technology, Volume 22, Issue 1, February 2022.

7. R. Kushwaha, Gaurav Singal, N. Nain, "A Texture feature based approach for person verification using Footpring biometric.", Artificial Intelligence Review, Springer, Volume 54, Pages 1581-1611, 2020.

6. S. Gupta, Sangeeta R, R.S. Mishra, Gaurav Singal, T. Badal, D. Garg, "Corridor Segmentation for Automatic Robot Navigation in Indoor Environment using Edge Devices", Computer Network, ELSEVIER, Volume 178, 2020.

5. V. Venkataramana, Gaurav Singal, T. Bdal. "CoinNet: Platform Independent Application to Recognize Indian Currency Notes using Deep Learning Techniques." Multimedia Tools and Applications, Springer, 79, pages 22569–22594, 2020.

4. K. Manjari, M. Verma, Gaurav Singal, "A Survey on Assistive Technology for Visually Impaired", Internet of Things, ELSEVIER, 2020, Vol 11, 100188, ISSN 2542-6605.

3. Gaurav Singal, V. Laxmi, D V. Rao, M. S. Gaur, S. Todi, and R. Kushwaha "Multiconstraints Link Stable Multicast Routing Protocol in Adhoc Networks." Ad Hoc Networks, ELSEVIER Volume 63, 2017, Pages 115-128, ISSN 1570-8705.

2. Gaurav Singal, V. Laxmi, D V. Rao, S. Todi and Manoj Singh Gaur. 2016 "Improved Multicast Routing in MANETs using Link and Route Stability." International Journal of Communication Systems, vol 30, no 11, Wiley. PP e3243.

1. Gaurav Singal, V. Laxmi, M. S. Gaur and D V. Rao. 2016. "Moralism: mobility prediction with link stability based multicast routing protocol in MANETs." Wireless Networks, Springer, vol 23, no 3, PP 663–679.

Research Grants

1. Project Title: “Suknaya Rakshak: Wireless Sensor Networks based Security System for girls’ hostels”.
Funding Agency: Council of Science and Technology, Uttar Pradesh.
Role: Co-Principal Investigator.
Total Cost: 7.8 Lac.

2. Project Title: “ASE-Assistive Sight Enabler (an assistive technology for visually impaired)”.
Funding Agency: Department of BioTechnology.
Role: Co-Principal Investigator.
Total Cost: 15.767 Lac.

3. Project Title: “AI based privacy-aware resilient framework for IoT device classification and attacks detection for Indian Scenario”.
Funding Agency: SERB SURE.
Role: Principal Investigator.
Total Cost: 16 Lac Approx.

4. Project Title: “Data Security and Governance for healthcare applications in Cyber Physical Systems”.
Funding Agency: SERB SURE.
Role: Co-Principal Investigator.
Total Cost: 15 Lac Approx.

5. Project Title: “IoT Network Traffic Classification and attack detection based on Network Traffic Characteristics using Artificial Intelligence”.
Funding Agency: Data Security Council of India (DSCI).
Role: Principal Investigator.
Total Cost: 4.9 Lac.

Publications in International Conferences

33. K. Manjari, Animesh, M. Verma, Gaurav Singal. "Path Texture Detection for Visually Impaired using Transfer Learning" in Third International Conference on Secure Cyber Computing and Communications, IEEE, 26th-28th May, 2023.

32. Gaurav Singal, R. Kushwaha. "Jal Setu: Smart Water Tank for Homes and Public Places". I3CS-2023, Nehu Shillong, 16-18 March 2023.

31. R. Kushwaha, N. Nain, Gaurav Singal. "Transfer Learning Based Approach for Human Foot Image Classification". I3CS-2023, Nehu Shillong, 16-18 March 2023.

30. A. Katiyar, A. Singh, M. Parvez, N. Rajora, L. Sharma, Gaurav Singal, 2022 "Thresholding based Smart Home Automation System using K-means". Confluence-2023:13th International Conference on Cloud Computing, Data Science & Engineering, Noida, India January 2023.

29. V. Singh, P. Chaudhary, A. Karjee, A. Tomar, Gaurav Singal, 2022 "Design of Energy Efficient IoT-based Smart Street Light System" International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC-2022)

28. A. Jha, K. Goyal, N. Semwal, A. Tomar, Gaurav Singal, 2022 "A Solar Power-enabled and LoRa-based Smart Irrigation and Monitoring System". Springer proceedings of 7th ICACIE 2022, DRIEMS Autonomous Engineering College, Cuttack, Odisha, India.

27. Anav, Avil, Manas, Gaurav Singal, R. Kushwaha 2022 "De-Fence: LoRa based Hop-to-Hop Communication", IC3 2022 Noida, Proceeding by ACM.

26. M. Mahapatra, N. Gupta, R. Kushwaha, Gaurav Singal, 2021 "Data Breach in Social Networks using Machine Learning". 11th International Advanced Computing Conference (IACC), Communications in Computer and Information Science, University of Malta, Malta, 18-19 December 2021.

25. S. Gupta, Gaurav Singal, D. Garg. 2021 "Precise Control for Deep Driving using Dual Critic based DRL Approaches". 32nd IEEE Intelligent Vehicles Symposium (IV) (IV 2021) 11-17 July, 2021, Nagoya, Japan.

24. M Sharma, Gaurav Singal, S. K. Gupta, C. Basa, S. Agarwal, D. Garg and D. Mukhopadhyay. 2021 "INTERVENOR: Intelligent Border Surveillance using Sensors and Drones". 6th International Conference for Convergence in Technology (I2CT) IEEE 02-04 April, 2021, Pune, India.

23. A. Tiwari, T. Badal, Gaurav Singal. 2021 "Maze Solving with humanoid robot NAO using Real-Time object". International Conference on Computer Communication and Informatics, IEEE, 27-29 January 2021, Coimbatore, India,

22. A. Tiwari, A. Gupta, H. Kataria and Gaurav Singal. 2021 "Analysis of Machine Learning and Deep Learning classifiers to detect and classify Breast Cancer". International conference on sustaiable computing and intelligent systems, Springer, 5-6 February 2021, Jaipur, India.

21. S N. Kumar, Gaurav Singal, S. Sirikonda and R. Nethravathi. 2020 "A Novel Approach for Detection of Counterfeit Indian Currency Notes Using Deep Convolutional Neural Network". International Conference on Recent Advancements in Engineering and Management (ICRAEM-2020) 9-10 October 2020, Warangal, India, IOP Conference Series: Materials Science and Engineering, Volume 981.

20. S. Jethani, E. jain, I. S. Thomas, H. Pechetti, B. Pareek, P. Gupta, V. Venkataramana, Gaurav Singal. 2020 "Surveillance System for Monitoring Social Distance. 10th International Advanced Computing Conference (IACC), Communications in Computer and Information Science, vol 1367. Springer, Singapore.

19. A. Gola, S. Panesar, A. Sharma, G. Ananthakrishnan, D. Mukhopadhyay, Gaurav Singal. 2020 "MaskNet: Detecting different kinds of Face Mask for Indian ethnicity.". 10th International Advanced Computing Conference (IACC), Communications in Computer and Information Science, vol 1367. Springer, Singapore.

18. Y. Shanmukha, R. Kushwaha, S. Naval, Gaurav Singal. 2020 "Leading Athlete following UAV using Transfer Learning approach." 10th International Advanced Computing Conference (IACC), Communications in Computer and Information Science, vol 1367. Springer, Singapore.

17. K Manjari, M Verma, Gaurav Singal. 2019 “Creation: Computational Constrained Travel Aid for Object Detection in Outdoor Environment.” 14th IEEE International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Italy.

16. N Ahuja, Gaurav Singal. 2019 “DDOS Attack Detection & Prevention in SDN using OpenFlow Statistics.” IEEE 9th International Conference on Advanced Computing (IACC) 147-152pp

15. R Kumar, M Sharma, K Dhawale, Gaurav Singal. 2019 “Identification of Dog Breeds Using Deep Learning.” IEEE 9th International Conference on Advanced Computing (IACC) 193-198pp.

14. SS Jain, Gaurav Singal, D Garg, SK Gupta. 2020 “SecureDorm: Sensor-Based Girls Hostel Surveillance System.” Smart Systems and IoT: Innovations in Computing, Springer, 327-337pp.

13. K Manjari, M Verma, Gaurav Singal. 2019 “A Travel Aid for Visually Impaired: RCane.” International Conference on Smart City and Informatization, Springer, 404-417pp.

12. Gaurav Singal, V Laxmi, MS Gaur, DV Rao, R Kushwaha. 2019 “UAVs Reliable Transmission for Multicast Protocols in FANETs.” Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS), IEEE, 130-135pp.

11. B Pareek, P Gupta, Gaurav Singal, R Kushwaha. 2019 “Person Identification using Autonomous Drone through Resource Constraint Devices.” Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS), IEEE, 124-129pp.

10. M Agarwal, RK Kaliyar, Gaurav Singal, SK Gupta. 2019 “FCNN-LDA: A Faster Convolution Neural Network model for Leaf Disease identification on Apple’s leaf dataset.” 12th International Conference on Information & Communication Technology and System (ICTS), IEEE, 246-251pp

9. Gaurav Singal, D Gopalani, R Kushwaha, T Badal. 2019 “Automatic Parallelization of C Code Using OpenMP.” International Conference on Emerging Technologies in Computer Engineering, Springer, 298-309.

8. R. Kushwaha, N. Nain, Gaurav Singal. "MIRA : Moment Invariability Analysis of Footprint Features". 8th International Advance Computing Conference (IACC) IEEE Dec 2018.

7. Gaurav Singal, A. Goswami, S. Gupta, T. Choudhary. "Pitfree: Pot-holes detection on Indian Roads using Mobile Sensors". IEEE 8th International Advance Computing Conference (IACC), Dec 2018.

6. R. Kushwaha, N. Nain, Gaurav Singal, 2017. "Detailed Analysis of Footprint Geometry for Person Identification". 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), IEEE 2017.

5. Gaurav Singal, V Laxmi, M S Gaur, S Todi, D V Rao, and A Zemmari. 2016. “MCLSPM: Multi-constraints link stable multicast routing protocol in adhoc networks.” Wireless Days (WD), IEEE. 1-6pp.

4. Gaurav Singal, V Laxmi, M S Gaur, C Lal. 2014. “LSMRP: Link Stability Multicast Routing Protocol in MANETs.” Seventh International Conference on Contemporary Computing, JIET, Noida, IEEE 254–259pp.

3. Gaurav Singal, H Garg, V Laxmi, M S Gaur. 2014. “Impact Analysis of attacks in Multicast Routing Algorithms in MANETs.” 9th IEEE International Conference on Industrial and Information Systems (ICIIS2014), Gwalior, IEEE 1-6pp.

2. S Brahmbhatt, A Kulshrestha and Gaurav Singal. 2015. “SSLSM: Signal Strength Based Link Stability Estimation in MANETs.” International Conference on Computational Intelligence and Communication Networks (CICN), IEEE 173–177pp.

1. A Thomas, V K Sharma and Gaurav Singal. 2014. “Secure Link Establishment Method to Prevent Jelly Fish Attack in MANET.” International Conference on CICN, IEEE 1153–1158pp.

Publications in Patents

1. Patent Title: “System and Method for Aiding Visually Impaired person”.
Inventor/Applicant: K. Manjari, M. Verma and G. Singal
Publication Date: June 26, 2020
Application Number: 202011024622.

2. Patent Title: “Image Encryption 3D Cellular Automata for IoT Devices”.
Inventor/Applicant: G. Singal, et. al.
Publication Date: December 04, 2020
Application Number: 202011051969.

3. Design Patent Title: “Beecatcher Drone”.
Inventor/Applicant: G. Singal, et. al.
Publication Date: February 14, 2021
Application Number: 339083-001

4. Patent Title: "Mechanism for Non-Invasively Predicting Heart Disease".
Inventor: G. Singal, et. al.
Publication Date: April 30, 2021
Application Number: 202111019854.

5. Patent Title: "NETWORK DEVICE CLASSIFIER FOR INTERNET OF THINGS (IOT) NETWORKS".
Inventor: G. Singal, et. al.
Publication Date: December 12, 2021
Application Number: 202111055728.

Books/Book Chapters

4. K. Manjari, K. Singhal, M. Verma, Gaurav Singal. "AnimNet: An Animal Classification Network using Deep Learning" in Machine Learning: Algorithms and Applications by Wiley Publishers, 2020

3. U. D. Joshi, Vanshika, A. P. Singh, T. R. Pahuja, S. Naval, Gaurav Singal. "Fake Social Media Profile Detection" Machine Learning: Algorithms and Applications by Wiley Publishers, 2020

2. K. Manjari, M. Verma, Gaurav Singal. "A Smart Hand for VI: Resource Constrained Assistive Technology for Visually Impaired in IoT Based Data Analytics for the Healthcare Industry, Elsevier, 2020

1. A Thomas, Gaurav Singal, R. Kushwaha. "SMART TRAFFIC CONTROL system using VANET a Survey Report" in Vehicular Cloud Computing for Traffic Management and Systems, DOI: 10.4018/978-1-5225-3981-0, IGI Global, June 2018.