All Outputs (11)

Protocol-specific and sensor network-inherited attack detection in IoT using machine learning (2022)
Journal Article

For networks with limited resources, such as IoT-enabled smart homes, smart industrial equipment, and urban infrastructures, the Routing Protocol for Low-power and Lossy Networks (RPL) was developed. Additionally, a number of optimizations have been... Read More about Protocol-specific and sensor network-inherited attack detection in IoT using machine learning.

Rank and wormhole attack detection model for RPL-based Internet of Things using machine learning (2022)
Journal Article

The proliferation of the internet of things (IoT) technology has led to numerous challenges in various life domains, such as healthcare, smart systems, and mission-critical applications. The most critical issue is the security of IoT nodes, networks,... Read More about Rank and wormhole attack detection model for RPL-based Internet of Things using machine learning.

A secure communication protocol for unmanned aerial vehicles (2021)
Journal Article

Mavlink is a lightweight and most widely used open-source communication protocol used for Unmanned Aerial Vehicles. Multiple UAVs and autopilot systems support it, and it provides bi-directional communication between the UAV and Ground Control Statio... Read More about A secure communication protocol for unmanned aerial vehicles.

Performance of deep learning vs machine learning in plant leaf disease detection (2020)
Journal Article

Plants are recognized as essential as they are the primary source of humanity's energy production since they are having nutritious, medicinal, etc. values. At any time between crop farming, plant diseases can affect the leaf, resulting in enormous cr... Read More about Performance of deep learning vs machine learning in plant leaf disease detection.

Smart traffic monitoring system using Unmanned Aerial Vehicles (UAVs) (2020)
Journal Article

Road traffic accidents are one of the leading causes of deaths and injuries in the word resulting in the not only loss of precious human lives but also affect the economic resources. According to the World Health Organization (WHO), over 1.35 million... Read More about Smart traffic monitoring system using Unmanned Aerial Vehicles (UAVs).

An experimental study to evaluate the performance of machine learning algorithms in ransomware detection (2020)
Journal Article

The research in the domain of ransomware is rapidly emerging, and the application of machine learning algorithms in ransomware detection is one of the recent breakthroughs. In this research, we constructed an experimental platform using ransomware da... Read More about An experimental study to evaluate the performance of machine learning algorithms in ransomware detection.

A three-level ransomware detection and prevention mechanism (2020)
Journal Article

Ransomware encrypts victim's files or locks users out of the system. Victims will have to pay the attacker a ransom to decrypt and regain access to the user files. Petya targets individuals and companies through email attachments and download links.... Read More about A three-level ransomware detection and prevention mechanism.

Big data technology in education: Advantages, implementations, and challenges (2018)
Journal Article

This study provides an in-depth review of Big Data Technology (BDT) advantages, implementations, and challenges in the education sector. BDT plays an essential role in optimizing education intelligence by facilitating institutions, management, educat... Read More about Big data technology in education: Advantages, implementations, and challenges.

Identifying and analyzing the transient and permanent barriers for big data (2016)
Journal Article

Auspiciously, big data analytics had made it possible to generate value from immense amounts of raw data. Organizations are able to seek incredible insights which assist them in effective decision making and providing quality of service by establishi... Read More about Identifying and analyzing the transient and permanent barriers for big data.

Trusted cloud computing framework for healthcare sector (2013)
Journal Article

Cloud computing is rapidly evolving due to its efficient characteristics such as cost-effectiveness, availability and elasticity. Healthcare organizations and consumers lose control when they outsource their sensitive data and computing resources to... Read More about Trusted cloud computing framework for healthcare sector.

Design and implementation of a privacy preserved off-premises cloud storage (2013)
Journal Article

Despite several cost-effective and flexible characteristics of cloud computing, some clients are reluctant to adopt this paradigm due to emerging security and privacy concerns. Organization such as Healthcare and Payment Card Industry where confident... Read More about Design and implementation of a privacy preserved off-premises cloud storage.