ILA KAUSHIK

@kiet.edu

ASSISTANT PROFESSOR
KIET GHAZIABAD

EDUCATION

Ambedkar Institute of Advanced Communication Technologies and Research: Geeta Colony, Delhi, INDIA

RESEARCH INTERESTS

WSN, IoT
33

Scopus Publications

1109

Scholar Citations

21

Scholar h-index

33

Scholar i10-index

Scopus Publications

  • An AI-blockchain-assisted smart agriculture framework for enabling secure and efficient data transaction: a hybrid approach
    Ila Kaushik, Nupur Prakash, Anurag Jain
    Knowledge and Information Systems, 2025
  • Plant disease detection using a depth-wise separable-based adaptive deep neural network
    Ila Kaushik, Nupur Prakash, Anurag Jain
    Multimedia Tools and Applications, 2025
  • Enhancing Patient Access and Security: Blockchain-QR Integrated Hospital on Tap System
    Suraj Pratap Singh, Shreya Porwal, Aditi Agarwal, Vipin Deval, Ila Kaushik
    Lecture Notes in Networks and Systems, 2025
  • Soldier Strap: An IoT-Based Safety and Security Band for Soldiers
    Iot Enabled Healthcare Systems Applications Benefits and Challenges, 2024
  • Applicability of WSN and biometric models in the field of healthcare
    Nikhil Sharma, Ila Kaushik, Bharat Bhushan, Siddharth Gautam, Aditya Khamparia
    Research Anthology on Securing Medical Systems and Records, 2022
    Health is considered as the most important ingredient in human life. Health is wealth is the most frequent used proverb. A healthy person can perform its entire task with full enthusiasm and great energy and can solve all problems as mind is a powerful weapon, which controls all our functioning. But now due to change in our lifestyles, we are becoming prone to all kinds of health hazards. Due to unhealthy mind, we are not able to perform any tasks. Humans are becoming victims of many diseases and one of the most common reason for our degradation in health is stress. In this chapter, the authors present role of WSN and biometric models such as two factor remote authentication, verifying fingerprint operations for enhancing security, privacy preserving in healthcare, healthcare data by cloud technology with biometric application, and validation built hybrid trust computing perspective for confirmation of contributor profiles in online healthcare data. A comparison table is formulated listing all the advantages and disadvantages of various biometric-based models used in healthcare.
  • Applicability of IoT for Smart Agriculture: Challenges Future Research Direction
    Ila Kaushik, Nupur Prakash
    2021 IEEE World AI Iot Congress Aiiot 2021, 2021
    The ever-increasing population gave rise towards shift from traditional farming to modern farming methods. Limited availability of land, diminishing natural resources, unpredictable weather conditions resulting in food scarcity which is major concern which must be addressed. In order to increase the productivity and efficiency of agricultural land, Internet of things (IoT) offers many features in smart farming like monitoring of water, farm, soil, management of irrigation facilities, detection of pests and diseases, asset tracking, greenhouse farming, remotely control and diagnosis of farming related equipment etc. This paper presents different applications of IoT in smart agriculture and how productivity has increased which results in adding economic growth to the country using advanced technologies in agriculture industry.
  • Integration of blockchain and IoT (B-IoT): Architecture, solutions, & future research direction
    Vikash Kumar Aggarwal, Nikhil Sharma, Ila Kaushik, Bharat Bhushan, Himanshu
    Iop Conference Series Materials Science and Engineering, 2021
  • Integration of Blockchain IoT in Precision Farming: Exploration, Scope and Security Challenges
    Ila Kaushik, Nupur Prakash, Anurag Jain
    2021 IEEE 12th Annual Ubiquitous Computing Electronics and Mobile Communication Conference Uemcon 2021, 2021
    Internet of things (IoT) plays a major role in every field. It helps in transforming the way with the use of sensors, edge devices and its infrastructure. As sensors are major source of information gathering which is stored on the cloud and relevant information is being retrieved. Information is passed at various levels of IoT ecosystem, which takes security into consideration. With the growth of interconnected devices, data security is becoming increasingly complex. The necessity arising for building a secure and smart structure leads in combining blockchain technology with IoT based system in precision agriculture. With the use of blockchain, traditional methods utilized for collecting and sharing agriculture data are replaced with transparent, reliable and decentralized data storage methods. This combined approach helps us in maintaining an autonomous precise agriculture system and managing in more secure and optimized ways. This paper presents a comprehensive approach on highlighting the importance of integrating blockchain technology with smart agriculture. This paper also proposes novel approach to blockchain models which are used as alternate solutions for challenges faced by IoT based smart agriculture. Various sub sectors like food supply chain, livestock grazing, and crops overseeing are also managed using blockchain platform. Later section of the paper focuses on open challenges and issues while developing blockchain based IoT system used in precision farming.
  • Applicability of Blockchain Technology in Healthcare Industry: Applications, Challenges, and Solutions
    Nikhil Sharma, Bharat Bhushan, Ila Kaushik, Narayan C. Debnath
    Internet of Things, 2021
  • Depression anatomy using combinational deep neural network
    Apeksha Rustagi, Chinkit Manchanda, Nikhil Sharma, Ila Kaushik
    Advances in Intelligent Systems and Computing, 2021
    Depression is a temperament syndrome that causes a tenacious emotion of wretchedness and loss of interest in any activity. It is a supreme root of mental illness, which has established the growth in the risk of early death and economic burden to a country. Traditional clinical analysis procedures are subjective, complex and need considerable contribution of professionals. The turn of the century saw incredible progress in using deep learning for medical diagnosis. Though, prediction and implementation of mental state can be remarkably hard. In this paper, we present Combinational Deep Neural Network (CDNN) for automated depression detection with facial images and text data using amalgamation of Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN). Thereafter, combining the prediction scores of both CNN and RNN model and level of depression is decided on the basis of the range of the predefined depression-level scores. Simulation outcomes based on real-field channel measurements show that the proposed model can significantly predict depression with superior performance.
  • Applicability of Machine Learning Algorithms for Intelligent Farming
    Bharti Verma, Nikhil Sharma, Ila Kaushik, Bharat Bhushan
    Studies in Big Data, 2021
  • A green 6G network era: Architecture and propitious technologies
    Sukriti Goyal, Nikhil Sharma, Ila Kaushik, Bharat Bhushan, Nitin Kumar
    Lecture Notes on Data Engineering and Communications Technologies, 2021
  • Attacks and Security Measures in Wireless Sensor Network
    Nikhil Sharma, Ila Kaushik, Vikash Kumar Agarwal, Bharat Bhushan, Aditya Khamparia
    Intelligent Data Analytics for Terror Threat Prediction Architectures Methodologies Techniques and Applications, 2021
  • Blockchain Technology for Industry 4.0 Applications: Issues, Challenges and Future Research Directions
    Himanshu, Rishu Rana, Nikhil Sharma, Ila Kaushik, Bharat Bhushan
    Big Data Analysis for Green Computing Concepts and Applications, 2021
  • Hand written digit recognition using machine learning
    Rohan Sethi, Ila Kaushik
    Proceedings 2020 IEEE 9th International Conference on Communication Systems and Network Technologies Csnt 2020, 2020
  • Producing energy using blind man stick
    Depender Kumar Soni, Nikhil Sharma, Ila Kaushik, Bharat Bhushan
    Proceedings 2020 IEEE 9th International Conference on Communication Systems and Network Technologies Csnt 2020, 2020
  • Evolution of 5G wireless network in IoT
    Saurabh Arora, Nikhil Sharma, Bharat Bhushan, Ila Kaushik, Anas Ahmad
    Proceedings 2020 IEEE 9th International Conference on Communication Systems and Network Technologies Csnt 2020, 2020
  • Importunity evolution of IoT for 5G
    Anas Ahmad, Bharat Bhushan, Nikhil Sharma, Ila Kaushik, Saurabh Arora
    Proceedings 2020 IEEE 9th International Conference on Communication Systems and Network Technologies Csnt 2020, 2020
  • Precedence & issues of IoT based on edge computing
    Sukriti Goyal, Nikhil Sharma, Ila Kaushik, Bharat Bhushan, Abhijeet Kumar
    Proceedings 2020 IEEE 9th International Conference on Communication Systems and Network Technologies Csnt 2020, 2020
  • Security issues & seclusion in bitcoin system
    Depender Kumar Soni, Harbhajan Sharma, Bharat Bhushan, Nikhil Sharma, Ila Kaushik
    Proceedings 2020 IEEE 9th International Conference on Communication Systems and Network Technologies Csnt 2020, 2020
  • Black Hole Attack and Its Security Measure in Wireless Sensors Networks
    Ila Kaushik, Nikhil Sharma
    Advances in Intelligent Systems and Computing, 2020
  • Blockchain as a solution for security attacks in named data networking of things
    Sukriti Goyal, Nikhil Sharma, Ila Kaushik, Bharat Bhushan
    Security and Privacy Issues in Iot Devices and Sensor Networks, 2020
  • Authentication Encryption Based Security Services in Blockchain Technology
    Tanishq Varshney, Nikhil Sharma, Ila Kaushik, Bharat Bhushan
    Proceedings 2019 International Conference on Computing Communication and Intelligent Systems Icccis 2019, 2019
  • Architectural Model of Security Threats theirCountermeasures in IoT
    Tanishq Varshney, Nikhil Sharma, Ila Kaushik, Bharat Bhushan
    Proceedings 2019 International Conference on Computing Communication and Intelligent Systems Icccis 2019, 2019
  • Privacy Issues Security Techniques in Big Data
    Archit Tiwari, Nikhil Sharma, Ila Kaushik, Ratik Tiwari
    Proceedings 2019 International Conference on Computing Communication and Intelligent Systems Icccis 2019, 2019

RECENT SCHOLAR PUBLICATIONS

  • An AI-blockchain-assisted smart agriculture framework for enabling secure and efficient data transaction: a hybrid approach
    I Kaushik, N Prakash, A Jain
    Knowledge and Information Systems 67 (11), 10087-10135 , 2025
    2025
    Citations: 20
  • Plant disease detection using a depth-wise separable-based adaptive deep neural network
    I Kaushik, N Prakash, A Jain
    Multimedia Tools and Applications 84 (2), 887-915 , 2025
    2025
    Citations: 19
  • Soldier Strap: An Iot-Based Safety And Security Band For Soldiers
    S Verma, N Sharma, I Kaushik, DK Verma, M Gupta
    IoT-Enabled Healthcare Systems, 35-54 , 2024
    2024
  • Enhancing Patient Access and Security: Blockchain-QR Integrated Hospital on Tap System
    S Pratap Singh, S Porwal, A Agarwal, V Deval, I Kaushik
    International Conference on Recent Developments in Cyber Security, 49-62 , 2024
    2024
  • Recent innovations in building smart irrigation systems
    I Kaushik, N Prakash, A Jain
    Automation and Computation, 203-213 , 2023
    2023
    Citations: 1
  • Cryptocurrency revolution: Bitcoin time forecasting & blockchain anomaly detection
    N Sharma, I Kaushik, B Bhushan, CK Dixit
    Blockchain Technology in Healthcare Applications, 61-85 , 2022
    2022
    Citations: 7
  • Integration of blockchain& IoT in precision farming: Exploration, scope and security challenges
    I Kaushik, N Prakash, A Jain
    2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile … , 2021
    2021
    Citations: 20
  • Applicability of machine learning algorithms for intelligent farming
    B Verma, N Sharma, I Kaushik, B Bhushan
    Advanced soft computing techniques in data science, IoT and cloud computing … , 2021
    2021
    Citations: 5
  • 10 Blockchain Technology for Industry 4.0
    RR Himanshu, N Sharma, I Kaushik, B Bhushan
    Big Data Analysis for Green Computing: Concepts and Applications, 147 , 2021
    2021
    Citations: 2
  • Blockchain Technology for Industry 4.0 Applications: Issues, Challenges and Future Research Directions
    R Rana, N Sharma, I Kaushik, B Bhushan
    Big Data Analysis for Green Computing, 147-171 , 2021
    2021
    Citations: 3
  • Applicability of blockchain technology in healthcare industry: applications, challenges, and solutions
    N Sharma, B Bhushan, I Kaushik, NC Debnath
    Efficient Data Handling for Massive Internet of Medical Things: Healthcare … , 2021
    2021
    Citations: 16
  • Industrial revolution: blockchain as a wave for industry 4.0 and IIoT
    S Goyal, N Sharma, I Kaushik, B Bhushan
    Blockchain Applications for Secure IoT Frameworks: Technologies Shaping the … , 2021
    2021
    Citations: 6
  • Blockchain-based cultivating ideas for growth: A New AGRONOMICS PERSPECTIVE
    N Sharma, B Bhushan, I Kaushik
    Blockchain Applications for Secure IoT Frameworks: Technologies Shaping the … , 2021
    2021
    Citations: 12
  • Performance evaluation using different routing protocols in MANETs
    I Kaushik, N Sharma, B Bhushan, S Gautam
    Integration of WSNs into internet of things, 101-120 , 2021
    2021
    Citations: 2
  • Applicability of IoT for smart agriculture: Challenges & future research direction
    I Kaushik, N Prakash
    2021 IEEE World AI IoT Congress (AIIoT), 0462-0467 , 2021
    2021
    Citations: 22
  • Attacks and security measures in wireless sensor network
    N Sharma, I Kaushik, VK Agarwal, B Bhushan, A Khamparia
    Intelligent Data Analytics for Terror Threat Prediction: Architectures … , 2021
    2021
    Citations: 33
  • A green 6G network era: Architecture and propitious technologies
    S Goyal, N Sharma, I Kaushik, B Bhushan, N Kumar
    Data Analytics and Management: Proceedings of ICDAM, 59-75 , 2021
    2021
    Citations: 17
  • and Propitious Technologies
    S Goyal, N Sharma, I Kaushik, B Bhushan
    Data Analytics and Management: Proceedings of ICDAM, 59 , 2021
    2021
  • Himanshu. Integration of Blockchain and IoT (B-IoT): architecture, solutions & future research direction. IOP Conference Series
    AV Kumar, S Nikhil, K Ila, B Bharat
    Materials Science and Engineering , 2021
    2021
    Citations: 8
  • Blockchain as a solution for security attacks in named data networking of things
    S Goyal, N Sharma, I Kaushik, B Bhushan
    Security and privacy issues in IoT devices and sensor networks, 211-243 , 2021
    2021
    Citations: 29

MOST CITED SCHOLAR PUBLICATIONS

  • Architectural model of security threats & theircountermeasures in iot
    T Varshney, N Sharma, I Kaushik, B Bhushan
    2019 international conference on computing, communication, and intelligent … , 2019
    2019
    Citations: 96
  • Applicability of industrial IoT in diversified sectors: evolution, applications and challenges
    R Sethi, B Bhushan, N Sharma, R Kumar, I Kaushik
    Multimedia technologies in the Internet of Things environment, 45-67 , 2020
    2020
    Citations: 85
  • Evolution of IoT & data analytics using deep learning
    R Tiwari, N Sharma, I Kaushik, A Tiwari, B Bhushan
    2019 international conference on computing, communication, and intelligent … , 2019
    2019
    Citations: 62
  • Applicability of WSN and biometric models in the field of healthcare
    N Sharma, I Kaushik, B Bhushan, S Gautam, A Khamparia
    Deep learning strategies for security enhancement in wireless sensor … , 2020
    2020
    Citations: 58
  • Authentication & encryption based security services in blockchain technology
    T Varshney, N Sharma, I Kaushik, B Bhushan
    2019 International Conference on Computing, Communication, and Intelligent … , 2019
    2019
    Citations: 57
  • Hand written digit recognition using machine learning
    R Sethi, I Kaushik
    2020 IEEE 9th International Conference on Communication Systems and Network … , 2020
    2020
    Citations: 43
  • Black hole attack and its security measure in wireless sensors networks
    I Kaushik, N Sharma
    Handbook of wireless sensor networks: issues and challenges in current … , 2020
    2020
    Citations: 40
  • Taxonomy of attacks on web based applications
    A Singh, A Sharma, N Sharma, I Kaushik, B Bhushan
    2019 2nd International Conference on Intelligent Computing, Instrumentation … , 2019
    2019
    Citations: 38
  • Comfy smart home using IoT
    S Jadon, A Choudhary, H Saini, U Dua, N Sharma, I Kaushik
    Proceedings of the International Conference on Innovative Computing … , 2020
    2020
    Citations: 34
  • Analysis of various machine learning algorithm for cardiac pulse prediction
    M Harjani, M Grover, N Sharma, I Kaushik
    2019 International conference on computing, communication, and intelligent … , 2019
    2019
    Citations: 34
  • Attacks and security measures in wireless sensor network
    N Sharma, I Kaushik, VK Agarwal, B Bhushan, A Khamparia
    Intelligent Data Analytics for Terror Threat Prediction: Architectures … , 2021
    2021
    Citations: 33
  • Privacy issues & security techniques in big data
    A Tiwari, N Sharma, I Kaushik, R Tiwari
    2019 International Conference on Computing, Communication, and Intelligent … , 2019
    2019
    Citations: 30
  • Security countermeasures in web based application
    A Sharma, A Singh, N Sharma, I Kaushik, B Bhushan
    2019 2nd International Conference on Intelligent Computing, Instrumentation … , 2019
    2019
    Citations: 30
  • Blockchain as a solution for security attacks in named data networking of things
    S Goyal, N Sharma, I Kaushik, B Bhushan
    Security and privacy issues in IoT devices and sensor networks, 211-243 , 2021
    2021
    Citations: 29
  • Evaluation of accidental death records using hybrid genetic algorithm
    N Sharma, I Kaushik, R Rathi, S Kumar
    Proceedings of the International Conference on Innovative Computing … , 2020
    2020
    Citations: 29
  • Integration of blockchain and IoT (B-IoT): architecture, solutions, & future research direction
    VK Aggarwal, N Sharma, I Kaushik, B Bhushan, Himanshu
    IOP conference series: materials science and engineering 1022 (1), 012103 , 2021
    2021
    Citations: 27
  • Intrusion detection and security system for blackhole attack
    I Kaushik, N Sharma, N Singh
    2019 2nd International Conference on Signal Processing and Communication … , 2019
    2019
    Citations: 25
  • Network layers threats & its countermeasures in WSNs
    V Pruthi, K Mittal, N Sharma, I Kaushik
    2019 International Conference on Computing, Communication, and Intelligent … , 2019
    2019
    Citations: 24
  • Importunity & evolution of IoT for 5G
    A Ahmad, B Bhushan, N Sharma, I Kaushik, S Arora
    2020 IEEE 9th international conference on communication systems and network … , 2020
    2020
    Citations: 23
  • Traffic control using V-2-V based method using reinforcement learning
    M Grover, B Verma, N Sharma, I Kaushik
    2019 International Conference on Computing, Communication, and Intelligent … , 2019
    2019
    Citations: 23

RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)

1. Black Hole Attack and Its Security Measure in Wireless Sensors Networks. Advances in Intelligent Systems and Computing Handbook of Wireless Sensor Networks: Issues and Challenges in Current Scenarios, 401–416. doi: 10.1007/978-3-030-40305-8_20
2. Performance Measurement Using Different Shortest Path Techniques in Wireless Sensor Network. 2019 2nd International Conference on Signal Processing and Communication (ICSPC). doi: 10.1109/
3. Intrusion Detection and Security System for Blackhole Attack. 2019 2nd International Conference on Signal Processing and Communication (ICSPC). doi: 10.1109/
4. Analysis of Various Machine Learning Algorithm for Cardiac Pulse Prediction. 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). doi: 10.1109/
5. Evaluation of Accidental Death Records Using Hybrid Genetic Algorithm. SSRN Electronic Journal. doi: 10.2139/
6. Traffic control using V-2-V Based Method using Reinforcement Learning. 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). doi: 10.1109/
7. Architectural Model of Security Threats & their Countermeasures in IoT. 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). doi: 10.1109/
8. Network Layers Threats & its Countermeasures in WSNs. 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). doi: 10.1109/
9. Evolution of IoT & Data Analytics using Deep Learning. 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). doi: 10.1109/
10. Authentication & Encryption Based Security Services in Blockchain Technology. 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). doi: 10.1109/
11. Privacy Issues & Security Techniques in Big Data. 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). doi: 10.1109/
12. Security Countermeasures in Web Based Application. 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT). doi: 10.1109/
13. Taxonomy of Attacks on Web Based Applications. 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT). doi: 10.1109/
14. Comfy Smart Home using IoT. SSRN Electronic Journal. doi: 10.2139/
15. Producing Energy Using Blind Man Stick. 2020 IEEE 9th International Conference on Communication Systems and Network Technologies (CSNT). doi:10.1109/
16. Importunity & Evolution of IoT for 5G. 2020 IEEE 9th International Conference on Communication Systems and Network Technologies (CSNT). doi:10.1109/
17. Evolution of 5G Wireless Network in IoT. 2020 IEEE 9th International Conference on Communication Systems and Network Technologies (CSNT). doi:10.1109/
18. Hand Written Digit Recognition using Machine Learning. 2020 IEEE 9th International Conference on Communication Systems and Network Technologies (CSNT). doi:10.1109/
19. Precedence & Issues of IoT based on Edge Computing. 2020 IEEE 9th International Conference on Communication Systems and Network Technologies (CSNT). doi:10.1109/
20. Security issues of MAC layer in MANETS. 2017 International Journal of Security and Usability.