Shruti Jadon

Dr. Shruti Jadon

orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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20 June 2024 in Sensors
Verified
Journal Article
Open access
PDF file
IRIndu Radhakrishnan
Indu Radhakrishnan
SJShruti Jadon
Shruti Jadon
PHPrasad B Honnavalli
Prasad B Honnavalli
The IoT has become an integral part of the technological ecosystem that we all depend on. The increase in the number of IoT devices has also brought with it security concerns. Lightweight cryptography (LWC) has evolved to be a promising solution to improve the privacy and confidentiality aspect of IoT devices. The challenge is to choose the right algorithm from a plethora of choices. This work aims to compare three different LWC algorithms: AES-128, SPECK, and ASCON. The comparison is made by measuring various criteria such as execution time, memory utilization, latency, throughput, and security robustness of the algorithms in IoT boards with constrained computational capabilities and power. These metrics are crucial to determine the suitability and help in making informed decisions on choosing the right cryptographic algorithms to strike a balance between security and performance. Through the evaluation it is observed that SPECK exhibits better performance in resource-constrained IoT devices.

8 January 2024 in IEEE Access
Verified
Journal Article
Open access
SJShruti Jadon
Shruti Jadon
ARAnagha Rao
Anagha Rao
NJNetra Jagadish
Netra Jagadish
SNShristi Nadakatti
Shristi Nadakatti
TRThanushree R.
Thanushree R.
PHPrasad B Honnavalli
Prasad B Honnavalli
Supply chain as an industry has gone through four-fold changes in the last century. Born as a bare-bones structure in 1.0 it grew to incorporate some form of record preservation in 2.0 and then integrated communication between two entities in 3.0. Supply chain 4.0, the current one, has total global integration of multiple entities with the records digitised. But increasing entities and pipelines, means increasing complexities, overhead and soft spots. In this paper, a systematic literature review is done with the objective of analysing existing Supply Chain 4.0. The focus of the paper is the usage of blockchain technology in the electronic industry to provide a decentralised architecture. Several papers were compared on the basis of different schemas like the type of blockchain network used, platform deployed on, security of frameworks, representation of unique identity, testing authenticity, working implementation, cost of implementation, etc. The pros and cons of various privacy and security methodologies are also explored and discussed. The paper also discusses the open issues and challenges in the same area of interest. Finally, the paper outlines the future scope to be delved into as a part of the future research.

12 April 2024 in IEEE Access
Verified
Journal Article
Open access
SJShruti Jadon
Shruti Jadon
PKPradyuman Kavedi Kannan
Pradyuman Kavedi Kannan
UKUrmil Kalaria
Urmil Kalaria
KVK. R. Varsha
K. R. Varsha
KGKarthik Gupta
Karthik Gupta
PHPrasad B Honnavalli
Prasad B Honnavalli
Real-time systems are becoming pervasive with the growing global connectivity and rising consumer demands. The need for real-time processing has become a crucial part of many business applications worldwide. A key factor that determines the time taken for an application to give out the result hinges on its ability to prioritize, manage, and execute real-time workloads. However, there are several difficulties and constraints connected with implementing tasks in a real-time context. This research study primarily focuses on load balancing for mixed real-time tasks on a multi-core system, one of the major challenges for executing real-time workloads. The purpose of load balancing is to distribute the load evenly among the processor(s) and maximize their utility while minimizing overall execution time. The goal of this paper is to present a critical analysis of existing load balancing techniques for both periodic and aperiodic tasks. The paper explores several factors including throughput, performance, migration time, response time, overhead, resource utilization, scalability, fault tolerance, power efficiency, and other variables that play a crucial role in assessing the efficacy of load balancing in real-time systems. The proposed has contributed in four folds. Firstly, the state-of-the-art of various load balancing algorithms are discussed followed by the architecture involved in real-time multi-core systems. Later, different load balancing based scheduling algorithms were compared on the basis of different schemas and metrics for algorithm evaluation is also provided. Finally, the paper also identifies areas that warrant further exploration or investigation, suggesting potential avenues for future research, and highlighting emerging trends or developments that may shape the field.

23 August 2023 in Symmetry
Verified
Journal Article
Open access
PDF file
SJShruti Jadon
Shruti Jadon
STSaisamarth Taluri
Saisamarth Taluri
SBSakshi Birthi
Sakshi Birthi
SMSanjana Mahesh
Sanjana Mahesh
SKSankalp Kumar
Sankalp Kumar
PHPrasad B Honnavalli
Prasad B Honnavalli
Internet of Things, blockchain and deep learning are emerging technologies that have recently gained popularity due to their various benefits and applications. All three domains have had success independently in various applications such as automation, agriculture, travel, finance, image recognition, speech recognition, and many others. This paper proposes an efficient, lightweight, and user-friendly solution to help visually impaired individuals navigate their way by taking advantage of modern technologies. The proposed method involves the usage of a camera lens attached to a Raspberry Pi device to capture live video frames of the user’s environment, which are then transmitted to cloud storage. The link to access these images is stored within a symmetrical private blockchain network (no superior access), where all deep learning servers act as nodes. The deep learning model deployed on these servers analyses the video frames to detect objects and feeds the output back to the cloud service. Ultimately, the user receives audio notifications about obstacles through an earphone plugged into the Raspberry Pi. In particular, when running the model on a high-performing network and an RTX 3090 GPU, the average obstacle notification time is reported within 2 s, highlighting the proposed system’s responsiveness and effectiveness in aiding visually impaired individuals.

3 July 2024 in IEEE Access
Verified
Journal Article
Open access
SJShruti Jadon
Shruti Jadon
KBKarthikeya Bhat
Karthikeya Bhat
KJKarthikeya R. Jenni
Karthikeya R. Jenni
KVKrishna Vedantha
Krishna Vedantha
LRLikith R R
Likith R R
PHPrasad B Honnavalli
Prasad B Honnavalli
In the current digital landscape, almost everyone is on social media or various social media platforms. People use social media for a plethora of purposes, which include staying connected with friends and family, accessing information and updates about ongoing events, and entertainment, networking with professionals, expressing themselves to a wide range of users, promoting businesses, joining online communities and engaging in various activities which has led to an increase in the consumption and usage of online social networks (OSN). One of the reasons for such a growth is their features such as ubiquitous access, on-demand service, friendship networks, user engagement strategies like recommendation engines, etc. However, there are various limitations to the current approach, such as the centralization of control, lack of data ownership, poor access control, fake news, bot accounts, censorship, digital rights management issues, etc. To address these limitations, a paradigm shift is necessary. This paper aims to develop a social media application where every post can be converted to a Non-Fungible Token (NFT) and be sold to earn money. Interplanetary File System (IPFS) is used as the decentralized storage. Algorithms for all the functionalities of the applications are given along with an algorithm for a reputation score for every user and their posts in social media are also proposed.

28 July 2022
Verified
Book Chapter
Closed access
PDF file
GKGurusankar Kasivinayagam
Gurusankar Kasivinayagam
RSRomaanchan Skanda
Romaanchan Skanda
ABAditya G. Burli
Aditya G. Burli
SJShruti Jadon
Shruti Jadon
RSReetinder Sidhu
Reetinder Sidhu