Area of Interest: Network Security, Artificial Intelligence, Machine Learning, Deep Learning

Teaching Experience: 18+ years

Subjects Expertise: Programming languages, OOSE, Java , Web Engineering

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

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.

List of published Papers:

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. DOI=http://dx.doi.org/10.1007/s11276-015-0959-3 (Sci-Indexed)

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 https://doi.org/10.1007/s11276-018-01928-x pages 1-19 (Sci-Indexed)

3. Ansh Mittal, Anusurya, Preeti Nagrath, Jude Hemanth, “Data Augmentation Based Morphological Classification of Galaxies Using Deep Convolutional Neural Network”, Earth Science Informatics, Springer, Dec 2019 (Sci-Indexed)

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, 108046, ISSN 0263-2241,https://doi.org/10.1016/j.measurement.2020.108046. (Sci-Indexed)

5. Alzubi, Jafar A., Jain, Rachna, Nagrath, Preeti, Satapathy, Suresh, Taneja, Soham, Gupta, Paras,” Deep image captioning using an ensemble of CNN and LSTM based deep neural networks” Journal of Intelligent & Fuzzy Systems, vol. Pre-press, no. Pre-press, pp. 1-9, October 2020 (Sci-Indexed)

6. Preeti Nagrath, Rachna Jain, Agam Madan, Rohan Arora, Piyush Kataria, and Jude Hemanth, “SSDMNV2: A real time DNN-based face mask detection system using single shot multibox detector and MobileNetV2”, Sustain Cities Soc., March,2021 (Sci-Indexed)

7. Priyal Sobti, Niharika, Anand Nayyar, Preeti Nagrath, EnsemV3X: A novel ensembled deep learning architecture for multi-label scene classification, PeerJ computer Science, May 2021 SCI Indexed

8. Preeti Nagrath, Tu N. Nguyen, Shivani Aggarwal, D Jude Hemanth, A comprehensive E-commerce customer behavior analysis using convolutional methods, Computers & Electrical Engineering, Volume 96, Part B, 2021, 107541, ISSN 0045-7906, https://doi.org/10.1016/j.compeleceng.2021.107541.

9. 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)

10. 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, Article No.: 1, pp 1–6https://doi.org/10.1145/3377283.3377284

11. Priyal Sobti, Anand Nayyar, Niharika, and Preeti Nagrath. 2020. Scene detection and recognition by analysing deep features using PlacesCNN. In Proceedings of the 2nd International Conference on Intelligent and Innovative Computing Applications (ICONIC '20). Association for Computing Machinery, New York, NY, USA, Article 3, 1–8. DOI:https://doi.org/10.1145/3415088.3415091

12. Aditya Sharma, Bhavey Malik and Varun Swaminathan, Preeti Nagrath, Rachna Jain, Ashish Kumar, Predicting Personalities Through Online Post Using NLP, 4 th International Conference on Futuristic Trends in Networks and Computing Technologies (FTNCT-2021) December 10-11, 2021

13. Vedant Kaushish, Nitesh Singh, Kunal Maggo, Preeti Nagrath and Rachna Jain,
    Driver Drowsiness Detection System with OpenCV & Keras, 26th June ICDAM, 2021

14. Raja, Prince , Vikram, Rachna Jian, Preeti Nagrath, Ashish Kumar, Sunil Chawla, “First Inning score prediction of an IPL match using Machine lerning, ICACCT-2021 on 30-31 october-2021

15. Rishab Mangai, Harsh jain, Yash Aithanim Vasu Bansal, Preeti Nagrath, Rachna Jain, Ashish Kumar, Stock prediction and recommendation system using KNN and linear regression, , ICACCT-2021 on 30-31 october-2021

16. Hemant Kumar, Mohit kumar sharma, Rohit, Kunal Singh Bisht, Ashish Kumar, Rachna Jain, Preeti Nagrath, Pritpal Singh, Sign Language detection and conversion to text using CNN and Open CV, ICACCT-2021 on 30-31 october-2021

17. Preeti Nagrath, Dharana, Shivansh Dwivedi, Raunak Negi, Narendra Singh, Real-Time Anomaly Detection Surveillance System Using Deep Learning, 26th June, ICDAM-2021

18. Rahul Pahuja, Udit Sisodia, Abhishek Tiwari, Siddharth Sharma, Preeti Nagrath, Dynamic approach of Eye disease Classification using Deep Learning and Machine Learning, 26th June, ICDAM-2021

19. Vividha Rawat, Drishti Agarwal, Soham Taneja, Paras Gupta, Preeti Nagrath and Bhawna Gupta, Stress Prediction using Machine Learning and IoT, 26th June, ICDAM 2021

20. Drishti Agarwal, K Sashanka, Sajal Madan, Akshay Kumar, Preeti Nagrath and Rachna Jain, Malaria Cell Image Classification using Convolutional Neural Networks(CNN), 26th June, ICDAM-2021

21. Srishti Garg, Tanishq Sehgal, Aakriti Jain, Yash Garg, Preeti Nagrath and Rachna Jain, Urban Sound Classification Using Convolutional Neural Network Model, ASCI-2020, IOP Conf. Series: Materials Science and Engineering 1099 (2021), IOP Publishing, doi:10.1088/1757-899X/1099/1/012001

22. Ashee Mahajan, Anand Nayyar, Rachna Jain , Preeti Nagrath, “Natural Scenes’ Text Detection and Recognition using CNN and Pytesseract”, EAI SaSeIoT 2021, April 25, 2021

23. Mayank Gaur, Mridul Arora, Varun Prakash, Yash Kumar, Kirti Gupta, Preeti Nagrath, “Analyzing Natural Language Essay Generator Models using Long Short Term Memory Neural Networks”, International Conference on innovative Computing and Communication- Feb 20-21, ICICC 2021 (Springer)

24. Ashwin, Kartik, Preeti Nagrath, Rachna Jain, Forecasting rate of spread of COVID 19 using linear regression and LSTM, International Conference on innovative Computing and Communication- Feb 20-21, ICICC 2021 (Springer) (Springer)

25. Arjun Singh, Nishant Rai, Prateek Sharma, Preeti Nagrath, Rachna Jain, Age, Gender Prediction and Emotion recognition using CNN, International Conference on innovative Computing and Communication- Feb 20-21, ICICC 2021 (Springer) (Elsevier)

26. Himani Aggarwal, Saniya Kapoor, Varun Bahuguna, Preeti Nagrath, Rachna Jain, Chatbot to Map medical prognosis and symtoms using Machine learning, International Conference on cyber security and Digital forensics, 3rd April, ICCSDF-2021

27. Rahul Pahuja, Niket, Lovish, Preeti Nagrath, Rachna Jain, Identification and minimization of churn rate through analyzing financial routines using machine learning, International Conference on cyber security and Digital forensics, 3rd April, ICCSDF-2021

28. “Detection System with OpenCV & Keras”, ASCI-2020(International
    Conference on Applied Scientific Computational Intelligence using
    Data Science), 22 Dec-2020 (Scopus)

29. Gautam Manocha, Harit Rustagi, Sang Pri Singh, Rachna Jain and Preeti Nagrath, “Epilepsy Seizure Classification using 1-Dimensional Convolutional Neural Networks”, ICDMAI 2021, 15-17th Jan 21 (Scopus)

30. Sajal Jain, Shrivatsa Krishna, Saksham Pruthi, Rachna Jain and Preeti Nagrath, “Analysis of Road Accidents in India and Prediction of Accident Severity”, ICDMAI 2021, 15-17th Jan 21 (Scopus)

31. Jishnu Bhardwaj, Pulkit Jain, Preeti Nagrath, Mamta Mittal, "File Authentication Ownership using Blockchain", Springer Conference, IIENC 2020 , 5th -7th September 2020

32. 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), September 2020. (Scopus)

33. Mehul Madaan, Aniket Kumar, Chirag Keshri , Rachna Jain and Preeti Nagrath, “ Loan default prediction using decision trees and random forest: A comparative study”, 1st International Conference On Computational Research And Data Analytics, 24th Oct, 2020, ICCRDA-2020 (Scopus)

34. Samiksha Malhotra , Vaibhav Aggarwal , Himanshu Mangal , Preeti Nagrath and Rachna Jain, “Comparison between attendance system implemented through haar cascade classifier and face recognition library”, 1st International Conference On Computational Research And Data Analytics, 24th Oct, 2020, ICCRDA-2020 (Scopus)

35. Aditya Sharma, Mayank Negi, Aniket Goyal, Rachna Jain, Preeti Nagrath, “Detection of Pneumonia using ML & DL in python”, 1st International Conference On Computational Research And Data Analytics, 24th Oct, 2020, ICCRDA-2020 (Scopus)

36. Harshit Jindal, Sarthak Agrawal, Rishabh Khera, Rachna Jain and Preeti Nagrath, ”Heart disease prediction using machine learning algorithms” 1st International Conference On Computational Research And Data Analytics, 24th Oct, 2020, ICCRDA-2020 (Scopus)

37. G.Shivani, Parth Mutreja, Preeti Nagrath,”Analyzing search engine optimization for a full stack web application”, 1st International Conference On Computational Research And Data Analytics, 24th Oct, 2020, ICCRDA-2020 (Scopus)

38. Aadhya Kaula, Mihika Chhabraa, Prachi Sachdeva, Rachna Jain, Preeti Nagrath, “Credit Card Fraud Detection Using Different ML and DL Techniques”, 1st International Conference On Computational Research And Data Analytics, 24th Oct, 2020, ICCRDA-2020(Elsevier)

39. Abhishek Chauhan, Mridul Arora, Preeti Nagrath and Rachna Jain,” Evaluation of Real Estate Appraisal using ensemble methods”, 1st International Conference On Computational Research And Data Analytics, 24th Oct, 2020, ICCRDA-2020(Elsevier)

40. 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. (Scopus)

41. 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. (Scopus)

42. 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. (Scopus)

43. 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. (Scopus)

44. Soham Taneja, Anand Nayyar, Vividha and Preeti Nagrath,” Face Mask Detection using Deep Learning during COVID-19”, IC4S, 3-4 October 2020 (Scopus)

45. 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 (Scopus)

46. 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 (Scopus)

47. 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) June 2020 (Scopus)

48. 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 (Scopus)

49. 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)”. Available at SSRN: https://ssrn.com/abstract=3592286, International Conference on Innovative Computing and Communication (ICICC 2020), https://ssrn.com/abstract=3592286 (Elsevier)

50. 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), http://dx.doi.org/10.2139/ssrn.3589972 (Elsevier)

51. 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 (Scopus)

52. 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 And Challenges(A2ICP:2020) (Scopus)

53. 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. (Scopus)

54. 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. (Scopus)

55. 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 (Scopus)

56. 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 (Scopus)

57. 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 (Scopus)

58. 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 (Scopus)

59. 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 (Scopus)

60. 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 (Scopus)

61. 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/) DOI: 10.5815/ijitcs.2019.09.06

62. 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. (Scopus)

63. 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

64. 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.
    doi: 10.1109/SYSMART.2018.8746965

65. 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 (Scopus)

66. 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.

67. 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

68. 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

69. 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)

70. 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)

71. 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)

72. 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

73. 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

74. 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.

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

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

77. 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

78. 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)

79. 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

80. 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

81. 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.

82. 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

83. 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.

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

85. 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.

86. 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

87. Narina Thakur, Preeti Nagrath, Rachna Jain, Dharmender Saini, Nitika Sharma, D. Jude Hemanth, Artificial Intelligence Techniques in Smart Cities Surveillance Using UAVs: A Survey. In: Ghosh U., Maleh Y., Alazab M., Pathan AS.K. (eds) Machine Intelligence and Data Analytics for Sustainable Future Smart Cities. Studies in Computational Intelligence, vol 971. Springer, Cham. 01 June 2021 https://doi.org/10.1007/978-3-030-72065-0_18

88. Vishal Tiwari, Lokesh Kumar Verma , Pulkit Sharma, Rachna Jain and Preeti Nagrath, “Neural network and NLP based chatbot for answering COVID-19 queries”, June 21, 2021 Int. J. Intelligent Engineering Informatics.

89. Preeti Nagrath, Sandhya Aneja, G.N. Purohit, “Taxonomy of Reputation Based Defending Mechanisms Against Types of Attacks in Delay Tolerant Networks”, Int. J. Security and Networks, Vol. 16, No. 2, 2021 , DOI: 10.1504/IJSN.2020.10034809

90. Gaurav Narula, Tariq Hussain Sheikh, Preeti Nagrath, Ashish Khanna, “Reinforcement Technique for Deploying Intelligent Delay Tolerant Network”, Journal of Computational and Theoretical Nanoscience, Volume 17, page no.1-7, 2020

91. 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

92. 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

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

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

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

96. 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

97. 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)

98. 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)

99. 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

100. 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

101. 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.

102. 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.

103. 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

104. 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.

105. 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.

106. 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, US

107. 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

108. 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

109. 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:0975339

110. 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

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

112. 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

3. Book Chapter: Jishnu Bhardwaj, Raunak Negi, Preeti Nagrath, Mamta Mittal, "Applications of Blockchain in Various Domains", Springer book, SIRI 2020

4. Book Chapter: Eva Sarin, Soham Taneja, Vividha, Preeti Nagrath, Analyzing and comparing MLP, CNN, and LSTM for classification of Heart Arrhythmia using IOT based ECG Scans, Robotic Technologies in Biomedical and Healthcare Engineering, Taylor and Fransis, CRC press

5. Book Chapter: Priyanshi Gupta, Vividha, Preeti Nagrath, CHECKERS-AI: American Checkers Game Using Game Theory and Artificial Intelligence Algorithms, Taylor and Fransis, CRC press

6. Book Chapter: Thakur, Narina, Preeti Nagrath, Rachna Jain, Dharmender Saini, Nitika Sharma, and D. Jude Hemanth. "Artificial Intelligence Techniques in Smart Cities Surveillance Using UAVs: A Survey." Machine Intelligence and Data Analytics for Sustainable Future Smart Cities (2021): 329-353.

7. Book Chapter: Jain, Rachna, Preeti Nagrath, Narina Thakur, Dharmender Saini, Nitika Sharma, and D. Jude Hemanth. "Towards a Smarter Surveillance Solution: The Convergence of Smart City and Energy Efficient Unmanned Aerial Vehicle Technologies." Development and Future of Internet of Drones (IoD): Insights, Trends and Road Ahead (2021): 109-140.

8. Book Chapter: Gaurav Narula, Preeti Nagrath, Dristi Hans, Novel defending and prevention technique for man in the middle attacks in wireless networks, Springer computer Science

9. Book chapter: Soham taneja, Rishika Garg, Preeti Nagrath, Bhawna Gupta, “Histopathological Cancer Detection using CNN”, DOI: 10. 1201. 9781003185604-2, Taylor and Francis Group

10. Book : Anand Nayyar, Bhawna Singla, Preeti Nagrath, "Software Defined Networks: Architecture and Applications", 1 July 2022, Print ISBN:9781119857303 Online ISBN:9781119857921, DOI:10.1002/9781119857921

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, 21, 22)

4. Participated in Talent Next wipro certified faculty program 4^th October-22^nd october-2021

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

Activities:

FDPs, Workshops, Guest Lectures:

Have organized and attended many faculty development programs, workshops and Guest lectures

Session Chair and Reviewer:

· Participated as Session Chair in International Conference on Innovative Computing and Communication, Delhi on 5-6 May 2018.

· Participated as Session Chair in International Conference on Innovative Computing and Communication, Ostravia on June 2019

· Session chair at International Conference on computing, communications, and cyber security (IC4S) 12th-13th October,2019

· Reviewer in International conference in Emerging trends in IT( ICETIT 2020) on 23rd May, 2019

· Session Chair at International Conference on Innovative Computing and Communication (ICICC-2020) 21st Feb, 2020

· Session Chair at International Conference on Computing, Communications, and Cyber security (IC4S) 3^rd-4^th October 2020

· Session Chair at 1st International Conference on Computational Research and Data Analytics ICCRDA-2020 on 24^th October 2020

· Session Chair at International Conference on Innovative Computing and Communication (ICICC-2021) 21st Feb, 2021

· Session Chair, Reviewer, TPC at International Conference on International Conference on Data Analytics & Management : AN INDO-EUROPEAN CONFERENCE (ICDAM-2021) 24th June, 2021

· Session Chair, TPC member, reviewer at 3^rd International Springer Conference on Computing, Communications, and Cyber security (IC4S) 30-31^st October 2021

· Session chair at 4 th International Conference on Futuristic Trends in Networks and Computing Technologies (FTNCT-2021) on December 10-11, 2021