crossrefTechnologies2025-12-16
A Comparative Study of Machine and Deep Learning Approaches for Smart Contract Vulnerability Detection
Mohammed Yaseen Alhayani, Wisam Hazim Gwad, Shahab Wahhab Kareem, Moustafa Fayad
The increasing use of blockchain smart contracts has introduced new security challenges, as small coding errors can lead to major financial losses. While rule-based static analyzers remain the most common detection tools, their limited adaptability often results in false positive…