Muhammad Shabbir Abbasi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Particle Swarm Optimization

Classification Models

Genetic Programming

Top Venues

EvoApplications

GECCO Companion

Publications

Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard
Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. 129 (2023)
Muhammad Shabbir Abbasi, Harith Al-Sahaf, Masood Mansoori, Ian Welch
Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection. Appl. Soft Comput. 121 (2022)
Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach. GECCO Companion (2022)
Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
Automated Behavior-based Malice Scoring of Ransomware Using Genetic Programming. SSCI (2021)
Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification. EvoApplications (2020)