Given the prevailing state of cybersecurity, it is reasonable to understand why cybersecurity
experts are seriously considering artificial intelligence as a potential field that can aid …

Recognition of known malicious patterns through signature-based systems is unsuccessful
against malware for which no known signature exists to identify them. These include not only …

Cyberattacks are a serious challenge for any IT system, which motivates cybersecurity
professionals and developers to constantly explore various attack models to analyse the …

The number and the diversity in nature of daily cyber-attacks have increased in the last few
years, and trends show that both will grow exponentially in the near future. Critical …

The advent of new malware types and their attack vectors poses serious challenges for
security experts in discovering effective malware detection and analysis techniques. The …

The proliferation of Android-based devices has brought about an unprecedented surge in
mobile application usage, making the Android ecosystem a prime target for cybercriminals …

Malware analysis is an essential discipline for understanding the nature, attack vectors, and
weaknesses of systems to combat the threats that emerge every day in the IT security world …

Malware authors constantly obfuscate their files and defenders regularly develop new
techniques to detect them. Given this cat-and-mouse game, specialized obfuscation services …

Malware often uses obfuscation techniques or is modified slightly to evade signature
detection from antivirus software and malware analysis tools. Traditionally, to determine if a …

As technology advances and AI becomes embedded and accepted into everyday life, the
risk of cyberattacks by adversaries increases. These cyberattacks are ubiquitous affecting …