As an ambitious and dedicated Computer Engineering graduate specializing in Cybersecurity from San Jose State University (SJSU), I am driven by an unwavering passion for safeguarding digital environments from cyber threats. In my MS. thesis, I am actively engaged in investigating and developing novel techniques to detect Living off the Land (LOLBin) attacks. Throughout my research journey, I have been exploring diverse approaches beyond conventional methods, striving to find innovative solutions to this ever-evolving threat. My focus centers on leveraging advanced technologies such as machine learning, regular expressions, and potentially other emerging methodologies to enhance the detection capabilities for cyber attacks.