• Shree Harini Deekshitha M
• Bhuvaneswari J
• Sanjay Raj M S
• Rupakesavan

Faceless registration approaches have come to be increasingly frequent, providing convenience and efficiency across diverse sectors. The transition from traditional in- person verification to digital authentication methods has streamlined workflows, reduced operational prices, and more advantageous accessibility. but, notwithstanding these blessings, a vast mission remains: ensuring that contributors, specially sellers, willingly interact in such transactions without outside coercion. issues regarding capability disputes related to document signing, biometric authentication— inclusive of fingerprint submission—or another shape of digital consent boost crucial issues of security, transparency, and trustworthiness. Addressing these demanding situations requires a sophisticated, multi-layered method that enhances confidence in online registration structures while safeguarding individuals from undue have an effect on or fraudulent manipulation. To strengthen the legitimacy and protection of faceless registration, progressive answers consisting of video consent verification, and AI-based totally sentiment analysis provide promising advancements. Video consent verification presents indisputable recorded proof of a player’s willingness to interact inside the registration manner, doing away with ambiguity and mitigating risks associated with later claims of coercion or misrepresentation. AI-based totally sentiment evaluation in addition enhances safety by means of inspecting behavioral and emotional cues to discover potential reluctance, pressure, or outside stress, thereby supplying a further shield towards involuntary participation. With the aid of integrating those measures, faceless registration structures can evolve into robust frameworks that uphold transparency, protection, and performance even as retaining compliance with felony and regulatory requirements. These technology collectively make contributions to a seamless yet responsible virtual registration surroundings, balancing the need for accessibility and convenience with the vital of ethical responsibility and statistics protection. The implementation of such protection- driven upgrades not most effective protects the rights of sellers however also fosters extra public self -assurance within the integrity of on-line authentication methods.

Faceless registration; video consent verification; AI-based sentiment analysis; fraud prevention; identity verification; trust and transparency; user willingness detection; document authentication.

"Designing a Secure and Transparent Faceless Registration System For Online Sellers With Data Privacy And Security Compliance", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 5, page no.c910-c922, May-2025, Available :http://www.jetir.org/papers/JETIR2505322.pdf

"Designing a Secure and Transparent Faceless Registration System For Online Sellers With Data Privacy And Security Compliance", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 5, page no. ppc910-c922, May-2025, Available at : http://www.jetir.org/papers/JETIR2505322.pdf