Bitcoin Heist Ransomware Attack Prediction Using Data Science Process

نویسندگان

چکیده

In recent years, ransomware attacks have become a more significant source of computer penetration. Only general-purpose computing systems with sufficient resources been harmed by so far. Numerous prediction strategies published, but practical machine learning techniques still need to be developed. order anticipate assaults, this study provides method for obtaining data from artificial intelligence and systems. A accurate model outcome is produced using the science methodology. Understanding identifying variables are essential elements successful model. variety algorithms applied pre-processed data, accuracy each technique compared determine which approach performed better. Additional performance indicators including recall, accuracy, f1-score also taken into account while evaluating It uses predict how attack would pan out.

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ژورنال

عنوان ژورنال: E3S web of conferences

سال: 2023

ISSN: ['2555-0403', '2267-1242']

DOI: https://doi.org/10.1051/e3sconf/202339904056