UTKPAD: Replay Attack Database for Face Age Verification

UTKPAD is a replay attack database prepared for face age verification as part of the paper "Vulnerability of Face Age Verification to Replay Attacks" published in ICASSP 2024 conference. This database is originated from the well-known large dataset, UTKFace of face images with age labels ranging from 1 to 100 plus years old. Replay attack are recorded with three different mobiles phones: Apple iPhone 12, Samsung Galaxy S9 and Huawei Mate 30. With UTKPAD database, we also provide file lists that can be used for training and testing of replay attacks detection and for vulnerability assessment of age verification systems.

UTKPAD是为面部年龄验证任务构建的重播攻击数据库，其关联论文《面部年龄验证对重播攻击的脆弱性》（Vulnerability of Face Age Verification to Replay Attacks）发表于ICASSP 2024会议。该数据集源自广为人知的大型面部图像数据集UTKFace，其标注的年龄区间覆盖1至100余岁。本次数据集的重播攻击样本由三款不同移动设备录制，分别为苹果iPhone 12、三星Galaxy S9与华为Mate 30。针对UTKPAD数据集，我们还配套提供了文件列表，可用于重播攻击检测模型的训练与测试，以及年龄验证系统的脆弱性评估。