This study unveils the elusive presence of criminal signatures in cyberspace, validating for the first time their existence through statistical evidence. By applying the A priori algorithm to the modus operandi of Advanced Persistent Threats, extracted from an extensive corpus of over 17,000 articles spanning 2007 to 2020, we highlight the enduring patterns leveraged by sophisticated cyber criminals. Our findings verify the existence of unique signatures associated with advanced cybercriminals, bridging a crucial gap in current understanding of human behavior in cyber-attacks. This pivotal research sets the foundation for an entirely new academic intersection in cybersecurity and computational criminology.
翻译:本研究揭示了网络空间中犯罪特征的隐匿存在,首次通过统计证据验证了其存在性。通过将A priori算法应用于从2007年至2020年间超过17,000篇文章中提取的高级持续性威胁作案手法,我们揭示了复杂网络犯罪分子所利用的持久性模式。我们的研究结果验证了与高级网络犯罪分子相关的独特特征的存在,弥合了当前对网络攻击中人类行为理解的关键空白。这项关键性研究为网络安全与计算犯罪学的全新学术交叉领域奠定了基石。