MATADOR: a magic matrix-based framework for tamper detection and image recovery by Thilina Mendis, Farah Kandah, Lalith Medury

“…Experimental results demonstrate that MATADOR significantly improves tamper detection performance while maintaining a lower false positive rate compared to conventional methods. …”
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A Robust Cross-Channel Image Watermarking Technique for Tamper Detection and its Precise Localization by Muhammad Ashraf, Adnan Nadeem, Oussama Benrhouma, Muhammad Sarim, Kashif Rizwan, Amir Mehmood

“…This property makes proposed algorithm a preferred choice for data integrity protection; it achieved an average F1-score of 0.97 for tamper detection.…”
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Region-Based Hybrid Medical Image Watermarking Scheme for Robust and Secured Transmission in IoMT by Priyanka Singh, K. Jyothsna Devi, Hiren Kumar Thakkar, Ketan Kotecha

“…To ascertain integrity of RoI, tamper detection and recovery bits are embedded in RoI in the medical image. …”
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HalalChain: A decentralized blockchain model for enhanced data integrity, real-time compliance, and automated verification in halal food supply chain by Muhammad Muntasir Yakubu, Mohd Fadzil B Hassan, Kamaluddeen Usman Danyaro, Bello Musa Yakubu, Abdullah Abdulrahman Alabdulatif, S. Zulaikha Beevi, Aliyu Garba

“…Experimental evaluations demonstrate HalalChain’s superiority over existing models (AgriFoodCredChain, AgriBlockIoT), achieving a 99.8 % tamper detection rate, transaction throughput (38 TPS), consensus times of 1.2–2.5 s, 98 % validator approval rate, and optimal compliance adherence under varying loads. …”
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