Media forensics on social media platforms: a survey

EURASIP Journal on Information Security

Irene Amerini¹  Giulia Boato²  Cecilia Pasquini² 

[1] Sapienza University of Rome, Via Ariosto 25, 00185, Roma, Italy;University of Trento, Via Sommarive 9, 38123, Trento, Italy;

关键词: Media forensics;    Social media;    Platform provenance analysis;    Media verification;   

DOI  :  10.1186/s13635-021-00117-2

来源: Springer

【 摘 要 】

The dependability of visual information on the web and the authenticity of digital media appearing virally in social media platforms has been raising unprecedented concerns. As a result, in the last years the multimedia forensics research community pursued the ambition to scale the forensic analysis to real-world web-based open systems. This survey aims at describing the work done so far on the analysis of shared data, covering three main aspects: forensics techniques performing source identification and integrity verification on media uploaded on social networks, platform provenance analysis allowing to identify sharing platforms, and multimedia verification algorithms assessing the credibility of media objects in relation to its associated textual information. The achieved results are highlighted together with current open issues and research challenges to be addressed in order to advance the field in the next future.

【 授权许可】

CC BY