This study offers a systematic literature review on the use of soft computing techniques for abuse detection in the complex cyber’“physical’“social big data systems in cognitive smart cities. The objective of the authors is to define and identify the diverse concept of abuse and systematize techniques for automatic abuse detection on social media and real-time abuse detection using IoT.