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📰 5Pravin Bahadur Pun.*, Sobaid Al-Sayer, Farida Shaker, Rony Shaker, Ghaleb Al-Shammari, Geetha R, Eli Israfilbeyg 📰 Introduction: Facial recognition technology (FRT) is rapidly evolving and gaining widespread application across security, identification, and personal device access. However, privacy concerns and potential misuse—such as unsanctioned surveillance or racial bias—highlight the need for robust legal regulations and transparent guidelines governing its use. This study investigates the current legal landscape regulating facial recognition in countries with dark brown-skinned populations, evaluates its adequacy against ethical and technological realities, and identifies critical gaps that affect equity and human rights. Methods: This paper conducts a comparative legal analysis of national policies, regional regulations, and international frameworks governing facial recognition in nations with significant dark brown-skinned demographics, including India, Brazil, Nigeria, and Jordan. Ethical concerns, algorithm bias, and data protection are assessed alongside enforcement mechanisms and oversight structures. Results: Findings reveal a fragmented regulatory environment, with few countries having comprehensive laws tailored to FRT deployment in sensitive contexts. Most existing policies either lack specificity regarding dark skin tone representation or fail to address consent, data retention, and cross-border data flows. Algorithmic bias remains largely unaddressed, disproportionately impacting dark brown-skinned individuals through inaccurate identification and surveillance practices. Enforcement is often weak or informal, and oversight mechanisms are underdeveloped, leaving populations vulnerable to misuse. Conclusion: Without targeted legislation emphasizing fairness, individual rights, and transparent governance, facial recognition risks deepening social inequities and eroding public trust. To ensure ethical deployment, policymakers should prioritize inclusive standards, mandatory bias testing, and enforceable accountability measures, especially for FRT applications impacting dark brown-skinned communities worldwide. 📰 This Stuffed Chicken Marsala at Olive Garden Will Blow Your Mind—You Need to Try It! 📰 Are Cavities Contagious 2275976 📰 Best Sweepstakes Casino Spinfinite 469448 📰 The Ultimate Car Escape Problem Watch This Flashy Fix Send Csi Teams Awe 1951086 📰 Waitfor Ctrl C Here Are 5 Seo Friendly Clickbait Optimized Titles For Random That Blend Curiosity Surprise And Keyword Relevance 8482994 📰 Argentina Vs Morocco U20 9943820 📰 Dimes Worth Thousands These Small Coins Are Changing Lives Overnight 4030105 📰 Undoing Changes Made To Your Computer Black Screen 349714 📰 Secrets To Whole Foods Gift Cards Revealedyour Next Grocery Trip Just Got Easier 3322811 📰 Play These Free Tower Defense Gamesyour New Favorite Addictive Strategy Challenge Awaits 5005639 📰 Ugly Girls 2913053 📰 S 6 6040358 📰 Mutualism Biology 9946749 📰 Free Cross Stitch Patterns You Can Print Instantly Jump In Before Its Gone 8817737 📰 How The Wiki Game Mastered Viral Fun You Didnt See Coming 8111978 📰 Surprise Your Team Heres How To Add A Shared Mailbox In Outlook Instantly 4826273