Acrylamide is a hazardous chemical mainly synthesized during the thermal processing of foods representing a significant concern within the broader issue of food contaminants and their impact on public health. Acrylamide can be absorbed by the human body through dietary intake, respiration, dermal contact, and mucosa. The metabolic conversion of acrylamide into mercapturic acid metabolites and glycidamide results in several adverse and toxic effects. Therefore, this review explores the formation, toxicity, and metabolism of acrylamide. Hence, it is crucial to detect and ensure product quality via risk evaluation. Traditional analytical techniques for acrylamide detection often require expensive instrumentation and complex sample preparation, prompting the exploration of alternative, cost‐effective, sustainable methods. Here, we propose the utilization of carbon quantum dots (CQDs) synthesized through green approaches as a novel solution. CQDs display their immense potential for diverse applications due to their valuable properties such as biocompatibility, photocatalysis, and strong fluorescence. This review highlights the distinct potential of CQDs as a fluorescence probe for detecting acrylamide, showcasing their efficacy in addressing food safety concerns. In addition, various extraction and purification techniques for acrylamide such as QuEChERS, solid phase extraction, Carrez clarification, and dispersive liquid‐liquid microextraction are comprehensively reviewed. QuEChERS is regarded as a most promising technique for the extraction of acrylamide owing to its cost‐effective, rapid, and higher recovery rates.