Virtually any software running on a computer has been processed by a compiler or a
compiler-like tool. Because compilers are such a crucial piece of infrastructure for building …

Traffic classification acquired the interest of the Internet community early on. Different
approaches have been proposed to classify Internet traffic to manage both security and …

As the size and source of network traffic increase, so does the challenge of monitoring and
analyzing network traffic. Therefore, sampling algorithms are often used to alleviate these …

Ransomware is a malicious class of software that utilises encryption to implement an attack
on system availability. The target's data remains encrypted and is held captive by the …

Reliable identification of encrypted file fragments is a requirement for several security
applications, including ransomware detection, digital forensics, and traffic analysis. A …

Several cybersecurity domains, such as ransomware detection, forensics and data analysis,
require methods to reliably identify encrypted data fragments. Typically, current approaches …

VoIP traffic classification plays a major role towards network policy enforcements.
Characterization of VoIP media traffic is based on codec behaviour. With the introduction of …

Abstract The Internet of Things (IoT) is used in many fields that generate sensitive data, such
as healthcare and surveillance. The increased reliance on IoT raised serious information …

Ransomware attacks continue to grow in both severity and prevalence as attackers target
public infrastructure, governments, and companies. This problem has spawned a wide …

In this current era of Internet of Things, data privacy and security of internet enabled devices
has become a major concern of many users and manufacturers. Massive amount of data is …