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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! 📰 Allen Iverson Jersey Hype Exploded Captivating Design Thats All About That Competitive Edge 6012098 📰 Can These Gba Roms Break Your Emulator The Risky But Thrilling Truth 969607 📰 Find Out How Oracle If Statements Can Transform Your Queries Click To Uncover The Power 9799034 📰 Estimates That 2025 Poverty Level Will Push Cost Of Living Beyond Reachheres The Data 2774248 📰 Gh2 Cheats Xbox 360 1353672 📰 Youll Never Guess These 7 Easy Free Games To Play Tonightand Never Run Out Of Fun 5388203 📰 Well Known Marvel Characters 8347448 📰 Tomorrowland Fire Blasted Through The Nightcan Belgians Forget This Infire 9989628 📰 The Simple Secret To Perfectly Roasted Chestnutswatch Your Taste Buds Explode 6806488 📰 Hide Seek Codes Redemptive Roblox Gems Waiting For Youdont Miss Out 7023159 📰 Time Shooter 1 Ready To Fire At The Clock This High Speed Mental Test Will Blow Your Mind 4554409 📰 Waves Games Review The Ultimate Ocean Themed Adventure You Cant Ignore 5132736 📰 Gomitas Para Dormir 2264794 📰 Step Into The Haunted Kitchen The Creepiest Crabeziest Halloween Cupcakes Roasting 7065019 📰 Animation Roblox Studio 2384012