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Datasets/NIST (OSN-transmitted - Whatsapp)

NIST (OSN-transmitted - Whatsapp)

ImagesIntroduced 2022-01-01

This dataset is an OSN-transmitted (Online Social Network) version of the NIST dataset (https://www.nist.gov/itl/iad/mig/nimble-challenge-2017-evaluation). Unfortunately, OSNs automatically apply operations like compression and resizing, which reduce valuable information necessary for image forgery detection. As a result, this dataset presents a greater challenge for forgery detection compared to the original non-OSN-transmitted version.

The dataset is available here: https://github.com/HighwayWu/ImageForensicsOSN - more specifically: https://drive.google.com/file/d/1uMNZdhX3bYAZNcVGlkCvrnj5lSLW1ld5/view?usp=sharing and was presented in:

[Wu et al., 2022] Wu, H., Zhou, J., Tian, J., Liu, J., and Qiao, Y. (2022). Robust image forgery detection against transmission over online social networks. IEEE Transactions on Information Forensics and Security.

Benchmarks

3D Action Recognition/AUC3D Action Recognition/f-Score3D Action Recognition/Intersection over UnionAction Localization/AUCAction Localization/f-ScoreAction Localization/Intersection over UnionAction Recognition/AUCAction Recognition/f-ScoreAction Recognition/Intersection over UnionActivity Recognition/AUCActivity Recognition/f-ScoreActivity Recognition/Intersection over UnionAnomaly Detection/AUCAnomaly Detection/f-ScoreAnomaly Detection/Intersection over UnionImage Manipulation Detection/AUCImage Manipulation Detection/f-ScoreImage Manipulation Detection/Intersection over UnionTemporal Action Localization/AUCTemporal Action Localization/f-ScoreTemporal Action Localization/Intersection over UnionVideo/AUCVideo/f-ScoreVideo/Intersection over UnionZero-Shot Learning/AUCZero-Shot Learning/f-ScoreZero-Shot Learning/Intersection over Union

Related Benchmarks

NIST (OSN-transmitted - Facebook)/3D Action Recognition/AUCNIST (OSN-transmitted - Facebook)/3D Action Recognition/Intersection over UnionNIST (OSN-transmitted - Facebook)/3D Action Recognition/f-ScoreNIST (OSN-transmitted - Facebook)/Action Localization/AUCNIST (OSN-transmitted - Facebook)/Action Localization/Intersection over UnionNIST (OSN-transmitted - Facebook)/Action Localization/f-ScoreNIST (OSN-transmitted - Facebook)/Action Recognition/AUCNIST (OSN-transmitted - Facebook)/Action Recognition/Intersection over UnionNIST (OSN-transmitted - Facebook)/Action Recognition/f-ScoreNIST (OSN-transmitted - Facebook)/Activity Recognition/AUCNIST (OSN-transmitted - Facebook)/Activity Recognition/Intersection over UnionNIST (OSN-transmitted - Facebook)/Activity Recognition/f-ScoreNIST (OSN-transmitted - Facebook)/Anomaly Detection/AUCNIST (OSN-transmitted - Facebook)/Anomaly Detection/Intersection over UnionNIST (OSN-transmitted - Facebook)/Anomaly Detection/f-ScoreNIST (OSN-transmitted - Facebook)/Image Manipulation Detection/AUCNIST (OSN-transmitted - Facebook)/Image Manipulation Detection/Intersection over UnionNIST (OSN-transmitted - Facebook)/Image Manipulation Detection/f-ScoreNIST (OSN-transmitted - Facebook)/Temporal Action Localization/AUCNIST (OSN-transmitted - Facebook)/Temporal Action Localization/Intersection over UnionNIST (OSN-transmitted - Facebook)/Temporal Action Localization/f-ScoreNIST (OSN-transmitted - Facebook)/Video/AUCNIST (OSN-transmitted - Facebook)/Video/Intersection over UnionNIST (OSN-transmitted - Facebook)/Video/f-ScoreNIST (OSN-transmitted - Facebook)/Zero-Shot Learning/AUCNIST (OSN-transmitted - Facebook)/Zero-Shot Learning/Intersection over UnionNIST (OSN-transmitted - Facebook)/Zero-Shot Learning/f-ScoreNIST (OSN-transmitted - Wechat)/3D Action Recognition/AUCNIST (OSN-transmitted - Wechat)/3D Action Recognition/Intersection over UnionNIST (OSN-transmitted - Wechat)/3D Action Recognition/f-ScoreNIST (OSN-transmitted - Wechat)/Action Localization/AUCNIST (OSN-transmitted - Wechat)/Action Localization/Intersection over UnionNIST (OSN-transmitted - Wechat)/Action Localization/f-ScoreNIST (OSN-transmitted - Wechat)/Action Recognition/AUCNIST (OSN-transmitted - Wechat)/Action Recognition/Intersection over UnionNIST (OSN-transmitted - Wechat)/Action Recognition/f-ScoreNIST (OSN-transmitted - Wechat)/Activity Recognition/AUCNIST (OSN-transmitted - Wechat)/Activity Recognition/Intersection over UnionNIST (OSN-transmitted - Wechat)/Activity Recognition/f-ScoreNIST (OSN-transmitted - Wechat)/Anomaly Detection/AUCNIST (OSN-transmitted - Wechat)/Anomaly Detection/Intersection over UnionNIST (OSN-transmitted - Wechat)/Anomaly Detection/f-ScoreNIST (OSN-transmitted - Wechat)/Image Manipulation Detection/AUCNIST (OSN-transmitted - Wechat)/Image Manipulation Detection/Intersection over UnionNIST (OSN-transmitted - Wechat)/Image Manipulation Detection/f-ScoreNIST (OSN-transmitted - Wechat)/Temporal Action Localization/AUCNIST (OSN-transmitted - Wechat)/Temporal Action Localization/Intersection over UnionNIST (OSN-transmitted - Wechat)/Temporal Action Localization/f-ScoreNIST (OSN-transmitted - Wechat)/Video/AUCNIST (OSN-transmitted - Wechat)/Video/Intersection over UnionNIST (OSN-transmitted - Wechat)/Video/f-ScoreNIST (OSN-transmitted - Wechat)/Zero-Shot Learning/AUCNIST (OSN-transmitted - Wechat)/Zero-Shot Learning/Intersection over UnionNIST (OSN-transmitted - Wechat)/Zero-Shot Learning/f-ScoreNIST (OSN-transmitted - Weibo)/3D Action Recognition/AUCNIST (OSN-transmitted - Weibo)/3D Action Recognition/Intersection over UnionNIST (OSN-transmitted - Weibo)/3D Action Recognition/f-ScoreNIST (OSN-transmitted - Weibo)/Action Localization/AUCNIST (OSN-transmitted - Weibo)/Action Localization/Intersection over UnionNIST (OSN-transmitted - Weibo)/Action Localization/f-ScoreNIST (OSN-transmitted - Weibo)/Action Recognition/AUCNIST (OSN-transmitted - Weibo)/Action Recognition/Intersection over UnionNIST (OSN-transmitted - Weibo)/Action Recognition/f-ScoreNIST (OSN-transmitted - Weibo)/Activity Recognition/AUCNIST (OSN-transmitted - Weibo)/Activity Recognition/Intersection over UnionNIST (OSN-transmitted - Weibo)/Activity Recognition/f-ScoreNIST (OSN-transmitted - Weibo)/Anomaly Detection/AUCNIST (OSN-transmitted - Weibo)/Anomaly Detection/Intersection over UnionNIST (OSN-transmitted - Weibo)/Anomaly Detection/f-ScoreNIST (OSN-transmitted - Weibo)/Image Manipulation Detection/AUCNIST (OSN-transmitted - Weibo)/Image Manipulation Detection/Intersection over UnionNIST (OSN-transmitted - Weibo)/Image Manipulation Detection/f-ScoreNIST (OSN-transmitted - Weibo)/Temporal Action Localization/AUCNIST (OSN-transmitted - Weibo)/Temporal Action Localization/Intersection over UnionNIST (OSN-transmitted - Weibo)/Temporal Action Localization/f-ScoreNIST (OSN-transmitted - Weibo)/Video/AUCNIST (OSN-transmitted - Weibo)/Video/Intersection over UnionNIST (OSN-transmitted - Weibo)/Video/f-ScoreNIST (OSN-transmitted - Weibo)/Zero-Shot Learning/AUCNIST (OSN-transmitted - Weibo)/Zero-Shot Learning/Intersection over UnionNIST (OSN-transmitted - Weibo)/Zero-Shot Learning/f-ScoreNIST Report of Test FR 4016/Fire Detection/F1-ScoreNIST Report of Test FR 4016/Fire Detection/MCCNIST-SRE 2000/Speaker Diarization/DER(%)NIST16(Protocol-CAT)/Image Manipulation Localization/Pixel Binary F1

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Papers
4
Benchmarks
27

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Tasks

3D Action RecognitionAction LocalizationAction RecognitionActivity RecognitionAnomaly DetectionImage Manipulation DetectionTemporal Action LocalizationVideoZero-Shot Learning