Artificial intelligence and edge computing-enabled web spam detection for next generation IoT applications

A Makkar, U Ghosh, PK Sharma - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
For next generation IoT applications, edge devices provides most of the computing
resources close to the proximity of the end users. These devices having built-in intelligence …

An efficient deep learning-based scheme for web spam detection in IoT environment

A Makkar, N Kumar - Future Generation Computer Systems, 2020 - Elsevier
From the last few years, Internet of Things has revolutionized the entire world. In this, various
smart objects perform the tasks of sensing and computing to provide uninterrupted services …

A fuzzy-based approach to enhance cyber defence security for next-generation IoT

A Makkar, U Ghosh, PK Sharma… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In the modern era, the Cognitive Internet of Things (CIoT) in conjunction with IoT evolves
which provides the intelligence power of sensing and computation for next-generation IoT …

Malicious websites detection via cnn based screenshot recognition

D Liu, JH Lee, W Wang, Y Wang - … International Conference on …, 2019 - ieeexplore.ieee.org
Traditional malicious website detection schemes no longer work effectively, for
miscellaneous Web spam techniques are widely used and relentlessly innovative. This …

Explainable artificial intelligence to detect image spam using convolutional neural network

Z Zhang, E Damiani, H Al Hamadi… - … on Cyber Resilience …, 2022 - ieeexplore.ieee.org
Image spam threat detection has continually been a popular area of research with the
internet's phenomenal expansion. This research presents an explainable framework for …

Fs2rnn: Feature selection scheme for web spam detection using recurrent neural networks

A Makkar, MS Obaidat, N Kumar - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
In modern era, Internet plays a key role in accessing and fetching web information and web
resources from World Wide Web (WWW). The websites act as a medium for retrieving …

SecureCPS: Cognitive inspired framework for detection of cyber attacks in cyber–physical systems

A Makkar, JH Park - Information processing & management, 2022 - Elsevier
In the era of autonomous systems, the security is indispensable module for flexible
computing environment. Due to increased computer power and network speed, a new …

Machine learning based intrusion detection system for web-based attacks

S Sharma, P Zavarsky, S Butakov - 2020 IEEE 6th intl …, 2020 - ieeexplore.ieee.org
Various studies have been performed to explore the feasibility of detection of web-based
attacks by machine learning techniques. False-positive and false-negative results have …

An efficient spam detection technique for IoT devices using machine learning

A Makkar, S Garg, N Kumar, MS Hossain… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) is a group of millions of devices having sensors and actuators
linked over wired or wireless channel for data transmission. IoT has grown rapidly over the …

Deep convolutional neural network based image spam classification

S Srinivasan, V Ravi, V Sowmya… - 2020 6th conference …, 2020 - ieeexplore.ieee.org
With the tremendous growth of the internet, cyberspace is facing several threats from the
attackers. Threats like spam emails account for 55% of total emails according to the …