Praveen Kumar Reddy Maddikunta

ORCID: 0000-0003-4209-2495
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About
Contact & Profiles
Research Areas
  • IoT and Edge/Fog Computing
  • Blockchain Technology Applications and Security
  • Privacy-Preserving Technologies in Data
  • Network Security and Intrusion Detection
  • Energy Efficient Wireless Sensor Networks
  • Advanced Malware Detection Techniques
  • Anomaly Detection Techniques and Applications
  • Artificial Intelligence in Healthcare
  • COVID-19 diagnosis using AI
  • IoT-based Smart Home Systems
  • Imbalanced Data Classification Techniques
  • Internet of Things and AI
  • Water Quality Monitoring Technologies
  • Advanced Neural Network Applications
  • Internet Traffic Analysis and Secure E-voting
  • Smart Grid Security and Resilience
  • Retinal Imaging and Analysis
  • Smart Grid Energy Management
  • Digital Transformation in Industry
  • Vehicular Ad Hoc Networks (VANETs)
  • Brain Tumor Detection and Classification
  • Cryptography and Data Security
  • Cloud Data Security Solutions
  • Air Quality Monitoring and Forecasting
  • Spam and Phishing Detection

Vellore Institute of Technology University
2014-2024

TU Wien
2024

University of Sousse
2024

VIT-AP University
2024

Lovely Professional University
2024

University of Bolton
2024

Institute of Science and Technology
2024

Presidency University
2024

Brandon University
2023

Mangalore University
2023

Due to digitization, a huge volume of data is being generated across several sectors such as healthcare, production, sales, IoT devices, Web, organizations. Machine learning algorithms are used uncover patterns among the attributes this data. Hence, they can be make predictions that by medical practitioners and people at managerial level executive decisions. Not all in datasets important for training machine algorithms. Some might irrelevant some not affect outcome prediction. Ignoring or...

10.1109/access.2020.2980942 article EN cc-by IEEE Access 2020-01-01

In the next few years, smart farming will reach each and every nook of world. The prospects using unmanned aerial vehicles (UAV) for are immense. However, cost ease in controlling UAVs might play an important role motivating farmers to use farming. Mostly, controlled by remote controllers radio waves. There several technologies such as WiFi or ZigBee that also used UAVs. Smart Bluetooth (also referred Low Energy) is a wireless technology transfer data over short distances. cheaper than other...

10.1109/jsen.2021.3049471 article EN IEEE Sensors Journal 2021-01-07

The enormous popularity of the internet across all spheres human life has introduced various risks malicious attacks in network. activities performed over network could be effortlessly proliferated, which led to emergence intrusion detection systems. patterns are also dynamic, necessitates efficient classification and prediction cyber attacks. In this paper we propose a hybrid principal component analysis (PCA)-firefly based machine learning model classify system (IDS) datasets. dataset used...

10.3390/electronics9020219 article EN Electronics 2020-01-27

The rapid progress in digitalization and automation have led to an accelerated growth healthcare, generating novel models that are creating new channels for rendering treatment at reduced cost. Metaverse is emerging technology the digital space which has huge potential enabling realistic experiences patients as well medical practitioners. a confluence of multiple technologies such artificial intelligence, virtual reality, augmented internet devices, robotics, quantum computing, etc. through...

10.1109/access.2023.3241628 article EN cc-by IEEE Access 2023-01-01

Diabetic Retinopathy is a major cause of vision loss and blindness affecting millions people across the globe. Although there are established screening methods - fluorescein angiography optical coherence tomography for detection disease but in majority cases, patients remain ignorant fail to undertake such tests at an appropriate time. The early plays extremely important role preventing which consequence diabetes mellitus remaining untreated among prolonged time period. Various machine...

10.3390/electronics9020274 article EN Electronics 2020-02-05

Summary Recently Internet of Things (IoT) is being used in several fields like smart city, agriculture, weather forecasting, grids, waste management, etc. Even though IoT has huge potential applications, there are some areas for improvement. In the current work, we have concentrated on minimizing energy consumption sensors network that will lead to an increase lifetime. this optimize consumption, most appropriate Cluster Head (CH) chosen network. The proposed work makes use a hybrid...

10.1002/spe.2797 article EN Software Practice and Experience 2020-02-11

The grid denotes the electric which consists of communication lines, control stations, transformers, and distributors that aids in supplying power from electrical plant to consumers.Presently, constitutes humongous production units generates millions megawatts distributed across several demographic regions.There is a dire need efficiently manage this supplied various consumer domains such as industries, smart cities, household organizations.In regard, with intelligent systems being deployed...

10.1109/access.2020.2991067 article EN cc-by IEEE Access 2020-01-01

Federated learning (FL) is a recent development in artificial intelligence, which typically based on the concept of decentralized data. As cyberattacks are frequently happening various applications deployed real time, most industrialists hesitating to move forward adopting technology Internet Everything. This article aims provide an extensive study how FL could be utilized for providing better cybersecurity and prevent time. We present survey models currently developed by researchers...

10.1109/tii.2021.3119038 article EN IEEE Transactions on Industrial Informatics 2021-10-11

Abstract Human–computer interaction (HCI) and related technologies focus on the implementation of interactive computational systems. The studies in HCI emphasize system use, creation new techniques that support user activities, access to information, ensures seamless communication. use artificial intelligence deep learning-based models has been extensive across various domains yielding state-of-the-art results. In present study, a crow search-based convolution neural networks model...

10.1007/s40747-021-00324-x article EN cc-by Complex & Intelligent Systems 2021-03-13

In recent years, blockchain networks have attracted significant attention in many research areas beyond cryptocurrency, one of them being the Edge Things (EoT) that is enabled by combination edge computing and Internet (IoT). this context, with unique features, such as decentralization, immutability, traceability, potential to reshape transform conventional EoT systems higher security levels. Particularly, convergence leads a new paradigm, called <italic...

10.1109/jiot.2021.3119639 article EN IEEE Internet of Things Journal 2021-10-14
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