Published Paper Details:

ABSTRACT: - Malware detection involves identifying and preventing dangerous software in computer security. It is not the only approach to safeguard a firm against a cyber-attack. Effective risk assessment is essential for both companies and administrations. This study explores various methods for identifying computer malware, harmful software, websites, and future instructions. It also discusses the rise of computer viruses and worms and how to counteract them. Traditional detection approaches are being replaced by innovative procedures and strategies including behavioural-based and signature-based models. Future instructions will focus on developing security solutions to address cyber fraud, a growing issue in the Asia-Pacific area. Traditional computer security measures are insufficient to protect against cyber security fraud and other threats due to their limitations. Researchers have developed new techniques, including heuristic and static analysis, to detect over 90% of malware samples without false positives or negatives.