Leveraging Open Threat Exchange (OTX) to Understand Spatio-Temporal Trends of Cyber Threats: Covid-19 Case Study

被引:0
作者
Cherqi, Othmane [1 ,2 ]
Hammouchi, Hicham [1 ,2 ]
Ghogho, Mounir [1 ]
Benbrahim, Houda [2 ]
机构
[1] Univ Int Rabat, Fac Informat & Logist, TICLab, Rabat, Morocco
[2] Mohammed V Univ, ENSIAS, Rabat, Morocco
来源
2021 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI) | 2021年
关键词
Cyber attack analysis; Threat intelligence; Spatial-temporal data analysis for cyber-crime analysis; Cyber threats forecasting; COVID-19;
D O I
10.1109/ISI53945.2021.9624677
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Understanding the properties exhibited by Spatial-temporal evolution of cyber attacks improve cyber threat intelligence. In addition, better understanding on threats patterns is a key feature for cyber threats prevention, detection, and management and for enhancing defenses. In this work, we study different aspects of emerging threats in the wild shared by 160,000 global participants form all industries. First, we perform an exploratory data analysis of the collected cyber threats. We investigate the most targeted countries, most common malwares and the distribution of attacks frequency by localisation. Second, we extract attacks' spreading patterns at country level. We model these behaviors using transition graphs decorated with probabilities of switching from a country to another. Finally, we analyse the extent to which cyber threats have been affected by the COVID-19 outbreak and sanitary measures imposed by governments to prevent the virus from spreading.
引用
收藏
页码:73 / 78
页数:6
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