Department of Computer Science and Engineering
FACULTY OF CSE DEPARTMENT

 
Dr. Preeti Nagrath

Assistant Professor

Bharati Vidyapeeth's College of Engineering

E-mail ID: preeti.nagrath@bharatividyapeeth.edu

QUALIFICATION: P.hD (CSE), M.Tech(CSE), B.Tech (CSE)

AREAS OF INTEREST: Network Security, Artificial Intelligence, Machine Learning, Deep Learning

LENGTH OF PROFESSIONAL EXPERIENCE: 16+ years

SUBJECTS TAUGHT: Java, C, C++, Data Structures, FOC, VHDL, MIS, ITP,OOSE,SE

SIGNIFICANT PROJECT(s): 

Title: Design an Autonomous Intelligent Drone for City Surveillance

Role: CO-PI

Funded by: DST

Budget: 15 Lakh

Description: An intelligent drone would focus on suspicious activities and inform the police and will be connected to a wireless database system to record and store all the data captured in a cloud server.

PROFILE LINKS:

https://scholar.google.co.in/citations?user=Dup6QS4AAAAJ&hl=en

https://www.scopus.com/authid/detail.uri?authorId=46161409600

https://orcid.org/0000-0002-5863-3113

CERTIFICATIONS:

SSI Java, Android, Machine Learning and Deep Learning

PAPERS PUBLISHED:

  1. Preeti Nagrath, Sandhya Aneja, Neelima Gupta, and Sanjay Madria. 2016, “Protocols for mitigating blackhole attacks in delay tolerant networks”. Wireless Networks 22, 1 (January 2016), 235-246.

  2. Sandhya Aneja, Preeti Nagrath, G.N.Purohit, “Energy efficient reputation mechanism for defending different types of flooding attack”, Wireless Networks(Jan 2019) Volume 25, Issue 7, pp 3933–3951

  3. Ansh Mittal, Anusurya, Preeti Nagrath, Jude Hemanth, “Data Augmentation Based Morphological Classification of Galaxies Using Deep Convolutional Neural Network”, Earth Science Informatics, Springer, 2020

  4. Rachna Jain, Preeti Nagrath, Gaurav Kataria, V. Sirish Kaushik, D. Jude Hemanth,” Pneumonia detection in chest X-ray images using convolutional neural networks and transfer learning”, Measurement, Volume 165,2020

  5. Garima Gupta, Preeti Nagrath, Sandhya Aneja and Neelima Gupta. October 2012."Reference Based Approach to Mitigate Blackhole Attacks in Delay Tolerant Networks", In proceedings of ACM Q2SWiNET.(Scopus)

  6. Shivani Kapania, Dharmender Saini, Sachin Goyal, Narina Thakur, Rachna Jain, Preeti Nagrath. “Multi Object Tracking with UAVs using Deep SORT and YOLOv3 RetinaNet Detection Framework”, Proceedings of the 1st ACM Workshop on Autonomous and Intelligent Mobile Systems January 2020

  7. Priyal Sobti, Anand Nayyar, Niharika and Preeti Nagrath, “Scene Detection and Recognition by Analysing Deep Features using PlacesCNN”, 2020 International ACM Conference on Intelligent and Innovative Applications (ICONIC)

  8. Yash Varshney, Piyush Anand, Achyut Krishna, Preeti Nagrath, and Rachna Jain, “Detection of COVID-19 by X-rays using Machine Learning And Deep Learning Models”, Second International Conference on computing, communications, and cyber security (IC4S) 3-4 October,2020.

  9. Rishit Jain, Ritik Sharma , Preeti Nagrath and Rachna Jain ,”Music Genre Classification ChatBot”, Second International Conference on computing, communications, and cyber security (IC4S) 3-4 October, 2020.

  10. Ashutosh Ranjan, Vishesh Kumar, Devansh Malhotra, Rachna Jain, Preeti Nagrath,” Predicting the result of English Premier League Matches”, Second International Conference on computing, communications, and cyber security (IC4S) 3-4 October,2020.

  11. Ashish Arora, Bhupesh Bhatt, Divyanshu Bist, Rachna Jain, Preeti Nagrath, ”Predicting customer spent on Black Friday”, Second International Conference on computing, communications, and cyber security (IC4S) 3-4 October,2020.

  12. Soham Taneja, Anand Nayyar, Vividha and Preeti Nagrath,” Face Mask Detection using Deep Learning during COVID-19”, IC4S, 2020

  13. Priyal Sobti, Anand Nayyar, Preeti Nagrath, ”Time series forecasting for Coronavirus (COVID-19)”, Futuristic trends in networks and computing technologies, FTNCT-2020  14-16 Oct 2020

  14. Pranav Pushkar, Lakshay Aggarwal, Mohammad Saad, Aditya Maheshwari, Harshit Awasthi and Preeti Nagrath, “Object identification in satellite imagery and enhancement using generative adversarial networks”, ICICC -2020, Feb

  15. Rachna Jain, Preeti Nagrath, Sai Tiger Raina, Paras Prakash, Anuj Thareja, “Ads Optimization using Reinforcement Learning”, 3rd International Conference on Computing Informatics & Networks (ICCIN-2020) 29-30th July 2020

  16. Bhumika Manocha, Shivangi Roy, Ansh Arora, Vansh Kapoor, Nakul Tyagi and Preeti Nagrath, “Detection of Anterior Cruciate Ligament tear using deep learning and Machine learning techniques”, INTERNATIONAL CONFERENCE ON DATA ANALYTICS & MANAGEMENT : An Indo-European Conference (ICDAM-2020)

  17. Lal, Mansi and Kumari, Romy and Jain, Rachna and Nagrath, Preeti, “Sentiment Classification Based on Public Reviews of Different States Towards the Police (May 4, 2020)”

  18. Chawla, Muskan and Jain, Rachna and Nagrath, Preeti, “Implementation of Tesseract Algorithm to Extract Text from Different Images (May 1, 2020)”, International Conference on Innovative Computing and Communication (ICICC 2020)

  19. Dharmender Saini, Narina Thakur, Rachna Jain, Preeti Nagrath, Jude Hemanth, Nikita Sharma, “Object detection in surveillance using deep learning methods: a comparative analysis”, 3rd SLAAI - International conference on Artificial intelligence, Dec-2019 published in ‘Communications in Computer and Information Science’ series

  20. Vividha, Rachna jain, Preeti Nagrath, “Machine learning classification algorithms to detect and classify different Pokemons”, International Conference On Rebuilding Bharat With Artificial Intelligence Interventions After Covid-19 Pandemic: Opportunity AndChallenges(A2ICP:2020),

  21. Neeraj Joshi, Gaurav Singh, Saurav Kumar, Rachna Jain, Preeti Nagrath, “Airline Prices Analysis & Prediction Using Decision Tree Regressor”, 5th International Conference on Recent Developments in Science ,Engineering and Technology (REDSET-2019),15-16 November,2019.

  22. Shubham Kumar, Anmol Gulati, Rachna Jain, Preeti Nagrath, Nikita, “Categorizing Text documents using Naïve Bayes, SVM and Logistic Regression”, International conference of data management, Analytics and Innovation, 17-19 Jan 2020.

  23. Abhishek Kathuria, Rachna Jain, Preeti Nagrath, Shriya Seshadri, Devarshi Mukhopadhyay, “Classification for Credit Card Fraud Detection”, IEEE International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT 2019) September 27-28, 2019

  24. Gautham Sathish Nambissam, Prateek Mahajan, Shivam Sharma, Rachna Jain,  Preeti Nagrath, “Recommender systems–the lifeline of the current streaming zeitgeist” IEEE, International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT 2019) September 27-28, 2019

  25. Khushi Maheshwari , Sampada Lamba, Rachna Jain,  Preeti Nagrath, “Air Quality Prediction using Supervised Regression Model”, IEEE International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT 2019) September 27-28, 2019

  26. Muskan Chawla, Kunal Jain, Anupma Gadhwal, Rachna Jain and Preeti Nagrath, “Age and Gender Prediction using Convolutional Neural Network”, International Conference on computing, communications, and cyber security (IC4S) 12th-13th October,2019

  27. Akansh Gupta, Lokesh Kumar, Rachna Jain and Preeti Nagrath, “Heart disease prediction using classification (NAIVE-BAYES)”, International Conference on computing, communications, and cyber security (IC4S) 12th-13th October,2019

  28. Abhishek Baghel, Aayushi Tyagi, Somya Goel, Aprajita Srivastava and Preeti Nagrath, “Analysis of Ex- YOLO algorithm with other real time algorithms for emergency vehicle detection”, International Conference on computing, communications, and cyber security (IC4S) 12th-13th October,2019  

  29. Vaibhav Kumar, Vaibhav Goel, Amandeep Singh, Preeti Nagrath, “Text extraction from Natural Scene Images using OpenCV and CNN”, I.J. Information Technology and Computer Science, 2019, 9, 48-54 Published Online September 2019 in MECS (http://www.mecs-press.org/)

  30. Preeti Nagrath, Sandhya Aneja, G.N.Purohit, “Attacks in Delay Tolerant Networks: Classification and Analysis”, COMSNETS 2019 · 11 International Conference on Communication Systems & Nerworks. January 7 - 11 | Bengaluru, India.

  31. Milind Gupta, Pulkit Jain, Shivangi Kochar, Preeti Nagrath, "Impregnable Data Transmission modus operandi via Images using Encryption techniques", ICCIDA 2018, Springer Conference, 26th-27th October-2018

  32. Milind, Pulkit, Preeti Nagrath, Mamta Mittal, "File Authentication Ownership using Blockchain" ICCIDA-2018, Springer Conference, 26th-27th October-2018

  33. D. Grover, S. Kochhar, A. Sharma, A. Mittal and P. Nagrath, "An Efficient Lightweight Game Theory Based Intelligent Routing Protocol in Sparsely Connected Opportunistic Networks," 2018 International Conference on System Modeling & Advancement in Research Trends (SMART), Moradabad, India, 2018, pp. 178-182.

  34. Goel S., Baghel A., Srivastava A., Tyagi A., Nagrath P. (2020)” Detection of Emergency Vehicles Using Modified Yolo Algorithm”, Intelligent Communication, Control and Devices. Advances in Intelligent Systems and Computing, vol 989. Springer, Singapore

  35. Anubhav Singh, Anmol Saxena, Shruti Agarwal, Narina Thakur and Preeti Nagrath ,“Human pose estimation using convolutional neural networks”, Amity international conference on artificial intelligence - AICAI’19, IEEE conference record number 45948, technically co-sponsored by ieee uae section, which is going to be held during FEBRUARY 4-6, 2019.

  36. Milind Gupta, Pulkit Jain, Shivangi Kochar, Preeti Nagrath, “Hybrid recommender system using A-priori algorithm”, International conference on sustainable computing in Science, Technology and management(SUSCOM-2019), Feb 26-28, 2019

  37. Gourav Anand, Jusleen Kaur Rekhi, Preeti Nagrath and Rachna Jain,"Forecasting air quality of delhi using arima model" in International Conference on Data Sciences, Security and Applications[ICDSSA - 2019] Bharati Vidyapeeth's College of Engineering, New Delhi, March 7-8th, 2019

  38. Krishna Sehgal, Alind Jain, Preeti Nagrath, Ashish Kumar, “Survey on various mobile operating systems”, Recent Advances in networks and Data security, in International conference on innovative computing and communication May, ICICC-2018.(Springer)

  39. Ananya Sharma, Ashima Mittal, Sarthak Arora, Preeti Nagrath, “A Decentralized self-detection mechanism to defend selfish behavior in spray and wait protocol”, Recent Advances in networks and Data security, in International conference on innovative computing and communication May, ICICC-2018(Springer)

  40. Swastik Bijnola, Ayushi Aggarwal, Surak Rawat, Preeti Nagrath, “Designing an intelligent jammer for 802.11b/g/n based network devices”, in International conference on innovative computing and communication May, ICICC-2018.(Springer)

  41. Sarthak Arora, Ananya Sharma, Ashima Mittal, Preeti Nagrath “Spray and wait+ : an efficient routing scheme for intermittently connected mobile Networks”, 14th IRF International Conference, 21st January, 2018, Goa, India

  42. Rahul Midha, Deveesh Mehendiratta, Preeti Nagrath, “Secure Home Control system using Android Phone and IoT”, INDIACom - 2018; Computing for Nation Development, technically sponsored by IEEE

  43. Pulkit Jain, Shivangi Kochar, Milind Gupta, Preeti Nagrath, “Text Encryption and Quantum cryptography”,  INDIACom - 2018; Computing for Nation Development, technically sponsored by IEEE

  44. Medha Sharma, Shivika Arora, Tanvi Bansal, Preeti Nagrath, “GHFP: Geocasting with HTOF using Flooding and PRoPHET Algorithm”, International Journal of Engineering Research in Computer Science and Engineering,Volume 5, January 2018

  45. Krishna Dwypayan, Nikita Choudhary, Kunal Mittal, Preeti Nagrath, ”Minimizing Resource utilization using Particle Swarm Optimization in Delay Tolerant Networks”, International Journal of Engineering Research in Computer Science and Engineering, Volume 5, January 2018.

  46. Anshul Garg, Preeti Nagrath, Rachna Jain, “An imperceptible RAT using python”, International conference on sustainable computing and advanced artificial intelligence techniques, ICSCCAIT-2018

  47. Shivika Arora, Preeti Nagrath, Sandhya Aneja “Secure Encryption Protocol for ad hoc networks” 8th International Conference on Computing Communication and Networking Technologies May, 2017

  48. Nikita Choudhary, Kunal Mittal, Krishna Dwypayan Kota, Preeti Nagrath, Sandhya Aneja, “Optimizing transmission technology with specific range and speed for nodal interfacing for emergency applications in Delay Tolerant Technologies” 2017 4th International Conference on Computing for Sustainable Global Development, 01st - 03rd March, 2017. INDIACom-2017; IEEE Conference ID: 40353.

  49. Tanvi Bansal, Ashna Goel, Shubhi Mittal, Preeti Nagrath and Sandhya Aneja, ”Next Hop Selection Incorporating Energy Efficient Fitness Function and Priority Based Message Forwarding Technique in Delay Tolerant Networks” 2017 4th International Conference on “Computing for Sustainable Global Development”, 01st - 03rd March, 2017. INDIACom-2017; IEEE Conference ID: 40353.

  50. Swati Nirwal, Komal Pujari, Sakshi Rawat, Preeti Nagrath, “Virtual Machine Introspection: Security Architecture Overview” International Journal of Innovative Research in Science, Engineering and Technology. Vol. 6, Issue 2, February 2017. ISSN (Online): 2319-8753/ISSN (Print): 2347-6710

  51. Ashima Mittal, Ananya Sharma, Sarthak Arora, Preeti Nagrath and Sandhya Aneja, “Routing Protocols in Delay Tolerant Networks”  International Journal of Computer Networks and Wireless Communications (IJCNWC) Volume 6 Number 6 Nov-Dec 2016 , ISSN: 2250 - 3501 (Online), 2277 - 5307 (Print)

  52. Ashish Kumar and Preeti Nagrath, “Analysis of malicious activity in delay tolerant networks”. IEEE conference on Innovation and challenges in cyber security ,ICICCS,Feb-2016

  53. Aditya Aggarwal, Preeti Nagrath “Analysing and designing automated and dynamic bus route allocation”, 2016 International Conference on Computational Techniques in Information and Communication Technologies (ICCTICT), March, 2016

  54. Aditya Gupta, Aditya Aggarwal, Preeti Nagrath, “Variant of BUBBLE Rap forwarding Algorithm for delay tolerant networks”, 2016 International Conference on Computational Techniques in Information and Communication Technologies (ICCTICT), March, 2016.

  55. Nikita Choudhary, Kunal Mittal, Krishna Dwypayan Kota, Preeti Nagrath, Sandhya Aneja, "Analyzing and Designing Energy Efficient Routing Protocol in Delay Tolerant Networks" in Analyzing and designing energy efficient routing protocol in delay tolerant networks. CSI Transactions on ICT, Special Issue REDSET 2016 of CSIT 2016, 21st-22nd October, 2016

  56. Preeti Nagrath, Dr.Sandhya Aneja, Dr.G.N.Purohit, “Defending Flooding Attack in Delay Tolerant Networks" published in IEEE Explore in international Conference on Information Networking, ICOIN, and Jan 13, 2015.

  57. Anmol Aggarwal and Preeti Nagrath “Prioritization of Messages on Community based and Non Community based Protocols in DTN“, ICACC, Aug 2013,IEEE Conference

  58. Preeti Nagrath and Bhawna Gupta, “A Study on wormholes and their Counter measures in Adhoc Networks” in International Conference on Emerging trends in Computer science and Information Technology (ETCSIT-2011), 26th Feb 2011.

  59. Preeti Nagrath and Bhawna Gupta, “Wormholes and their counter measurements in wireless Adhoc Metworks: A Survey” in Proc. Of 3rd International Conference on Electronic Computer Technology (ICECT-2011), 8-10 April 2011. IEEE Catalog No.CFP1195F-ART, ISBN:978-1-4244-8679-3

International Journals:

  1. Sachin, S., Tripathi, A., Mahajan, N. Preeti Nagrath, “Sentiment Analysis Using Gated Recurrent Neural Networks”. SN Computer Science, Springer Journal, 10.1007/s42979-020-0076-y, 19th Feb, 2020

  2. Jishnu Bhardwaj, Preeti Nagrath, “Anticipation of Heart Disease Using Machine Learning Algorithms Optimised By Feature Optimisation”, Journal of Multi-Disciplinary Engineering Technologies, Vol 13 issue 2, Jan 2020

  3. Preeti Nagrath, Sandhya Aneja, G.N.Purohit, “Taxonomy of Reputation mechanisms in Delay Tolerant Networks”, InderScience, International Journal of Security and Networks, Scopus

  4. Aman Prakash ,Mayank Soni, Harshit Mittal, Preeti Nagrath , “Web-based chatbot”, International Journal of Engineering Research in Computer Science and Engineering (IJERCSE), December-2018

  5. Preeti Nagrath Prachi Singh, Manav Jain, Lakshya Rawal, “iBeacon-based Indoor Positioning Systems for Airports” , International Journal of Computer Applications, May 2018, issue

  6. Rahul Midha, Deveesh Mehendiratta, Preeti Nagrath, “Secure Home Control System using Android Phone and IoT”, Volume 6 Issue IV, April 2018-IJRASET – 2018 ISSN: 2321-9653

  7. Abhishek Garg, Sagar, Shashank Nath, Preeti Nagrath, “Smoke detection in digital frames”, International research Journal of Engg. And Technology, Volume 5, issue 4, April ,2018.(Google Scholar indexed)

  8. Shourya Rastogi,Vibhor Agrawal, Kartik Bhatia, Mukesh Rana, Preeti Nagrath, Rachna Jain. “Proposing Regression Model for Predicting More Accurate Integer Sequences”, International Journal of Innovative Research in Science and Technology (IJIRSET). Volume 7, Issue 3, March 2018 DOI:10.15680/IJIRSET.2018.0703118(published)

  9. Krishna Dwypayan, Nikita Choudhary, Kunal Mittal, Preeti Nagrath, “Minimizing Resource utilization using Particle Swarm Optimization in Delay Tolerant Networks”, International Journal of Engineering Research in Computer Science and Engineering,Volume5, January 2018

  10. Medha Sharma, Shivika Arora, Tanvi Bansal, Preeti Nagrath, “GHFP: Geocasting with HTOF using Flooding and PRoPHET Algorithm”, International Journal of Engineering Research in Computer Science and Engineering,Volume5 ,January 2018

  11. Ananya Sharma, Ashna Goel, Shubhi Mittal and Preeti Nagrath, “Optimizing Efficient Routing in Underwater Delay Tolerant Networks”, International Journal of Scientific Research in Science, Engineering and Technology IJSRSET, UGC approved journal, November-December-2017, Vol 3, Issue 8, Print ISSN: 2395-1990, Online ISSN : 2394-4099.

  12. Ashish Kumar, Preeti Nagrath. “Robustness of probabilistic and social grouping protocols in presence of selfish nodes in delay tolerant networks”, Journal of Computer Networking, Wireless and Mobile Communications (JCNWMC), Transtellar publications, Vol. 5, Issue 1, Jun 2015.

  13. Preeti Nagrath, Sandhya Aneja, G. N. Purohit, “Black Box as a DTN Device”, International Journal of Next generation computing, ISSN: 0976-5034, , Volume 6, Issue 1, March 2015

  14. Preeti Nagrath, Sandhya Aneja, G. N. Purohit, “Flooding Attack in Delay Tolerant Network”, International Journal of Emerging Technology and Advanced Engineering, ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 4, Issue 7, July 2014.

  15. Jasdeep Singh Bhalla and Preeti Nagrath, “Nested Digital Image Watermarking Technique Using Blowfish Encryption Algorithm”, International Journal of Scientific and Research Publications, Vol 3, Issue 4, April 2013 ISSN 2250-3153.

  16. Ashish Kumar and Preeti Nagrath, “Analysis of Community Behavior of Delay Tolerant Protocols”, International Journal of Computer Applications 60(2):46-51, December 2012. Published by Foundation of Computer Science, New York, USA

  17. Preeti Nagrath, Ashish Kumar, and Shikha Bhardwaj, “Authenticated Routing Protocol based On Reputation System for Adhoc Netwoks “in International Journal of Computer Science and Engg, IJCSE Vol 02, No.09, 2010,3095-3099. ISSN :0975-3397

  18. Bhawna Gupta,Seema Mehla and Preeti Nagrath, “Analysing security of Authenticated Routing Protocol(ARAN) “ in International Journal of Computer Science and Engg, IJCSE Vol 02,No.03,2010,664-668.ISSN :0975-3397

  19. Seema Mehla, Bhawna Gupta and Preeti Nagrath, “The comparative cost analysis of EAP Re-authentication Protocol and EAP TLS Protocol” , (IJCSE) International Journal on Computer Science and Engineering. Vol.02,No.03,2010,669-673 ISSN:09753397  

  20.  Bunty Badgujar, Manpreet Kandara & Yash Dotania, Preeti Nagrath, “Analysing impact of range and storage constraints on various routing protocols in Delay Tolerant Networks”,  IRACST – International Journal of Computer Networks and Wireless Communications (IJCNWC), ISSN: 2250-3501 Vol.4, No.6, December 2014

National Conference

  1. Preeti Nagrath “ARAN-Authenticated routing protocol and its Advantages”, National Conference on Advanced Computing and Communication Technology,ACCT-10

  2. Aparajita, Rachna Jain, Preeti Nagrath, Anand Nayyar, “Simulation based Performance Comparison & Analysis regarding Static and Mobile Throwboxes impact on Network Performance in Delay Tolerant Networks (DTNs) using ONE Simulator, Journal of Physics, IOP press, Conference series-2018(Scopus paper)

Books Published

  1. Java Programming by Bhavya Publications

  2. Web Engineering by Alpha publication

Membership/Award

  1. Lifetime membership of ISTE- Indian Society for Technical Education

  2. Certificate of Participation from Smart India Hackathon organized by AICTE.

  3. Best researcher award by the college on publishing SCI indexed paper(2016,2020)

  4. Governor Awarded as Member of Scouts and Guides in Haryana.

Activities:

FDPs, Workshops, Guest Lectures:

  • Participated in Faculty development program on “Envisioning Enterpreneurship and Novel Research Methodology” in 2013

  • Participated in a one Day National Seminar on “New Frontiers in Computer Science” at Maharaja Surajmal Institute, New Delhi on 28th Sep 2013.

  • Participated in workshop on “Cloud Computing” by Cybertech Global Learning Solutions at Bharati Vidyapeeth’s College of Engineering, New Delhi on 25th Jan 2014.

  • Participated in one day Workshop on “Web Intelligence and Big Data in Hadoop Ecosystem” at Bharati Vidyapeeth’s College of Engineering, New Delhi, on 18th Feb 2014.

  • Co-ordinated and Participated in a one Week Faculty development program on “Current Trends in Cyber and Cloud Security” at Bharati Vidyapeeth’s College of Engineering, New Delhi from 10th Feb 2016 – 15th Feb 2016.

  • Participated in one Week AICTE Recognized Short Term Co