AI-based techniques for Ad click fraud detection and prevention: Review and research directions
RA Alzahrani, M Aljabri - Journal of Sensor and Actuator Networks, 2022 - mdpi.com
Online advertising is a marketing approach that uses numerous online channels to target
potential customers for businesses, brands, and organizations. One of the most serious …
potential customers for businesses, brands, and organizations. One of the most serious …
[HTML][HTML] Efficient on-the-fly Web bot detection
A large fraction of traffic on present-day Web servers is generated by bots—intelligent
agents able to traverse the Web and execute various advanced tasks. Since bots' activity …
agents able to traverse the Web and execute various advanced tasks. Since bots' activity …
BeCAPTCHA: Behavioral bot detection using touchscreen and mobile sensors benchmarked on HuMIdb
In this paper we study the suitability of a new generation of CAPTCHA methods based on
smartphone interactions. The heterogeneous flow of data generated during the interaction …
smartphone interactions. The heterogeneous flow of data generated during the interaction …
Hybrid modeling approaches in energy internet: Bridging cyber, physical, and social realms
Effective modeling approaches are required for the management and operation of the
Energy Internet due to the system's complexity and mobility. New hybrid models that link the …
Energy Internet due to the system's complexity and mobility. New hybrid models that link the …
BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection
We first study the suitability of behavioral biometrics to distinguish between computers and
humans, commonly named as bot detection. We then present BeCAPTCHA-Mouse, a bot …
humans, commonly named as bot detection. We then present BeCAPTCHA-Mouse, a bot …
Detection of advanced web bots by combining web logs with mouse behavioural biometrics
Web bots vary in sophistication based on their purpose, ranging from simple automated
scripts to advanced web bots that have a browser fingerprint, support the main browser …
scripts to advanced web bots that have a browser fingerprint, support the main browser …
Exploring visual representations of computer mouse movements for bot detection using deep learning approaches
Nowadays, bots can be seen everywhere on the Internet and are responsible for a large
percentage of website traffic. The problem of bot detection has increasingly gained attention …
percentage of website traffic. The problem of bot detection has increasingly gained attention …
Towards a framework for detecting advanced web bots
Automated programs (bots) are responsible for a large percentage of website traffic. These
bots can either be used for benign purposes, such as Web indexing, Website monitoring …
bots can either be used for benign purposes, such as Web indexing, Website monitoring …
CAPTCHA Types and Breaking Techniques: Design Issues, Challenges, and Future Research Directions
The proliferation of the Internet and mobile devices has resulted in malicious bots access to
genuine resources and data. Bots may instigate phishing, unauthorized access, denial-of …
genuine resources and data. Bots may instigate phishing, unauthorized access, denial-of …
[HTML][HTML] Is mouse dynamics information credible for user behavior research? An empirical investigation
Mouse dynamics, information on user's interaction with a computer mouse, are in vogue in
machine learning for purposes such as recommendations, personalization, prediction of …
machine learning for purposes such as recommendations, personalization, prediction of …