The digital realm undergoes a rapid shift in how we authenticate ourselves Ethical concerns in surveillance online. Emerging technologies are redefining the concept of digital identity, creating both possibilities and enabling a more sophisticated online experience. Self-sovereign identity (SSI) are gaining traction in this space, providing consume