Notes

Everything has recently gone digital, and cybernetics uses a range of technologies, including Internet of Things approaches, smartphones, and cloud computing. Cyberattacks are causing people to worry about security, privacy, and monetary compensation. A collection of tools, procedures, and practices known as cyber security are designed to stop unlawful access, damage, and attacks. Cybersecurity protects computer assets' data and integrity. safeguarding these resources against any potential threats (Perwej et al., 2021). As stated by Omorog and Medina (2020), respondents may be well-versed in Internet security software, but there is very little evidence of proper deployment. Filipinos are vulnerable to cyberattacks, especially malware and phishing attempts. They use online tools, but they don't fully comprehend their purpose, using Internet services that are prone to cyberattacks, such as downloading and sending emails. Aslan et al. (2021) suggests a cloud-based detection method based on intelligent behavior. The suggested solution initially generates a malware dataset across many virtual machines, effectively identifying distinguishing characteristics. To distinguish malware from helpful samples, learning-based and rule-based detection agents are then given specific properties.