The ubiquitous nature of smartphones has altered our lives, offering unprecedented access. However, this linkage comes at a cost, as malicious actors can exploit remote access vulnerabilities to conduct phone surveillance. Surveillance techniques employ a variety of methods, including the use of malicious apps, harnessing software weaknesses, and