Advances in artificial intelligence for detecting algorithmically generated domains: Current trends and future prospects

H Alqahtani, G Kumar - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
This comprehensive review navigates the complex domain of Domain Generation
Algorithms (DGAs) and their detection using Artificial Intelligence (AI), revealing both …

Detection of DGA-generated domain names with TF-IDF

H Vranken, H Alizadeh - Electronics, 2022 - mdpi.com
Botnets often apply domain name generation algorithms (DGAs) to evade detection by
generating large numbers of pseudo-random domain names of which only few are …

Avoiding occupancy detection from smart meter using adversarial machine learning

I Yilmaz, D Cevallos-Salas, F Grijalva, J Estrada-Jiménez… - IEEE …, 2024 - ieeexplore.ieee.org
Malware targeting user privacy has seen a surge in recent times, attributed to evolving
global regulations and the boost of electronic commerce and online services. Moreover …

Privacy protection of grid users data with blockchain and adversarial machine learning

I Yilmaz, K Kapoor, A Siraj, M Abouyoussef - proceedings of the 2021 …, 2021 - dl.acm.org
Utilities around the world are reported to invest a total of around $30 billion over the next few
years for installation of more than 300 million smart meters, replacing traditional analog …

Adversarial robustness in hybrid quantum-classical deep learning for botnet dga detection

H Suryotrisongko, Y Musashi, A Tsuneda… - Journal of Information …, 2022 - jstage.jst.go.jp
This paper aims to contribute to the adversarial defense research gap in the current state-of-
the-art of adversarial machine learning (ML) attacks and defense. More specifically, it …

Trustworthy data analysis and sensor data protection in cyber-physical systems

D Ulybyshev, I Yilmaz, B Northern, V Kholodilo… - Proceedings of the …, 2021 - dl.acm.org
Cyber-Physical Systems are widely used in critical infrastructures such as the power grids,
water purification systems, nuclear plants, oil refinery and compressor plants, food …

Security and privacy preservation for smart grid AMI using machine learning and cryptography

MM Badr - 2022 - search.proquest.com
In the smart grid's advanced metering infrastructure (AMI), smart meters (SMs) are deployed
at the customers' premises to report their electricity consumption readings to the electric …

A malicious domain detection model based on improved deep learning

XD Huang, H Li, J Liu, FC Liu, J Wang… - Computational …, 2022 - Wiley Online Library
With the rapid development of the Internet, malicious domain names pose more and more
serious threats to many fields, such as network security and social security, and there have …