Malware is increasingly diversified and sophisti-cated. It is essential to rapidly and
accurately detect malware activities when malware infection spreads. However, accurately …

Most packets arriving in the darknet (or network telescope), which is unused IP address
space on the Internet, are related to indiscriminate scanning and attack activities. In recent …

As cyberattacks become increasingly prevalent globally, there is a need to identify trends in
these cyberattacks and take suitable countermeasures quickly. The darknet, an unused IP …

Recent malware evolutions have rendered cyberspace less secure, and we are currently
witnessing an increasing number of severe security incidents. To minimize the impact of …

With the ever-growing occurrence of networking attacks, robust network security systems are
essential to prevent and mitigate their harming effects. In recent years, machine learning …

Identification of the family to which a malware specimen belongs is essential in
understanding the behavior of the malware and developing mitigation strategies. Solutions …

5G networks with the vast number of devices pose security threats. Manual analysis of such
extensive security data is complex. Dark-NMF can detect malware activities by monitoring …

Event detection is a very important problem across many domains and is a broadly
applicable encompassing many disciplines within engineering systems. In this paper, we …

Since a darknet is a set of unused IP addresses (ie, no real hosts are operated with them),
we are unable to observe the network traffic on it generally. In many cases, however …

With the proliferation of Internet of Things (IoT), the damage brought by cyber-attacks
abusing the resources of malware-infected IoT devices is becoming more serious. Darknet …