Investigation, Detection and Prevention of Online Child Sexual Abuse Material: A Comprehensive Survey
Available under a Creative Commons Attribution Non-Commercial Share Alike 4.0 International Licence
Computer Sciences, Information Science, 5.1 PSYCHOLOGY, *and mental disabilities
Child sexual abuse inflicts lifelong devastating consequences for victims and is a growing social concern. In most countries, child sexual abuse material (CSAM) distribution is illegal. As a result, there are many research papers in the literature which proposed technologies to detect and investigate CSAM. In this survey, a comprehensive search of the peer reviewed journal and conference paper databases (including preprints) is conducted to identify high-quality literature. We use the PRISMA methodology to refine our search space to 2,761 papers published by Springer, Elsevier, IEEE and ACM. After iterative reviews of title, abstract and full text for relevance to our topics, 43 papers are included for full review. Our paper provides a comprehensive synthesis about the tasks of the current research and how the papers use techniques and dataset to solve their tasks and evaluate their models. To the best of our knowledge, we are the first to focus exclusively on online CSAM detection and prevention with no geographic boundaries, and the first survey to review papers published after 2018. It can be used by researchers to identify gaps in knowledge and relevant publicly available datasets that may be useful for their research.
V. M. Ngo, C. Thorpe, C. N. Dang and S. Mckeever, "Investigation, Detection and Prevention of Online Child Sexual Abuse Materials: A Comprehensive Survey," 2022 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh City, Vietnam, 2022, pp. 707-713, doi: 10.1109/RIVF55975.2022.10013853.
The Safe Online Initiative of End Violence and the Tech Coalition
The16th IEEE International Conference on Computing and Communication Technologies (RIVF-2022), pp. 707-713. doi: 10.1109/RIVF55975.2022.10013853