A spam transformer model for SMS spam detection

X Liu, H Lu, A Nayak - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, we aim to explore the possibility of the Transformer model in detecting the
spam Short Message Service (SMS) messages by proposing a modified Transformer model …

Phishing classification techniques: A systematic literature review

R Abdillah, Z Shukur, M Mohd, TMZ Murah - IEEE Access, 2022 - ieeexplore.ieee.org
Phishing has become a serious and concerning problem within the past 10 years, with many
reviews describing attack patterns and anticipating different method utilizations. This …

A hybrid CNN-LSTM model for SMS spam detection in arabic and english messages

A Ghourabi, MA Mahmood, QM Alzubi - Future Internet, 2020 - mdpi.com
Despite the rapid evolution of Internet protocol-based messaging services, SMS still remains
an indisputable communication service in our lives until today. For example, several …

Unveiling suspicious phishing attacks: enhancing detection with an optimal feature vectorization algorithm and supervised machine learning

MA Tamal, MK Islam, T Bhuiyan, A Sattar… - Frontiers in Computer …, 2024 - frontiersin.org
Introduction The dynamic and sophisticated nature of phishing attacks, coupled with the
relatively weak anti-phishing tools, has made phishing detection a pressing challenge. In …

Smishing Detector: A security model to detect smishing through SMS content analysis and URL behavior analysis

S Mishra, D Soni - Future Generation Computer Systems, 2020 - Elsevier
Smartphone's popularity and their constant connectivity to the World Wide Web have made
these devices vulnerable to phishing and smishing attacks. Phishing is a practice of sending …

A systematic review of artificial intelligence and machine learning techniques for cyber security

R Ali, A Ali, F Iqbal, AM Khattak, S Aleem - Big Data and Security: First …, 2020 - Springer
The use of technologies, procedures, and practices, designed to protect networks, programs,
and data from attacks, damages, or unauthorized access, are called cyber security …

Dsmishsms-a system to detect smishing sms

S Mishra, D Soni - Neural Computing and Applications, 2023 - Springer
With the origin of smart homes, smart cities, and smart everything, smart phones came up as
an area of magnificent growth and development. These devices became a part of daily …

A content and URL analysis‐based efficient approach to detect smishing SMS in intelligent systems

AK Jain, BB Gupta, K Kaur, P Bhutani… - … Journal of Intelligent …, 2022 - Wiley Online Library
Smishing is a combined form of short message service (SMS) and phishing in which a
malicious text message or SMS is sent to mobile users. This form of attack has come to be a …

An Intelligent Framework Based on Deep Learning for SMS and e‐mail Spam Detection

U Maqsood, S Ur Rehman, T Ali… - … Intelligence and Soft …, 2023 - Wiley Online Library
The use of short message service (SMS) and e‐mail have increased too much over the last
decades. 80% of people do not read e‐mails while 98% of cell phone users daily read their …

Intelligent and secure framework for critical infrastructure (CPS): Current trends, challenges, and future scope

ZA Sheikh, Y Singh, PK Singh, KZ Ghafoor - Computer Communications, 2022 - Elsevier
Abstract Cyber–Physical Systems (CPS) are developed by the integration of computational
algorithms and physical components and they exist as a result of technological …