The digital realm witnesses a rapid evolution in how we identify ourselves online. Emerging technologies are redefining the concept of digital identity, creating both challenges and enabling a more secure online experience. Self-sovereign identity (SSI) are becoming increasingly prevalent in this space, providing users with enhanced ownership over