Determining Intent of Changes to Ascertain Fake Crowdsourced Image Services

arXiv:2403.12045v1 Announce Type: new
Abstract: We propose a novel framework for crowdsourced images to determine the likelihood of an image being fake. We use a service-oriented approach to model and represent crowdsourced images uploaded on social media, as image services. Trust may, in some circumstances, be determined by using only the non-functional attributes of an image service, i.e., image metadata. We define intention of changes as a key parameter to ascertain fake image services. A novel framework is proposed to …

abstract arxiv cs.cv fake framework image images likelihood media novel service services social social media trust type