Although the advent of several new breeding techniques (nBts) is revolutionizing agricultural production processes, technical information necessary for their regulation is yet to be provided. Here, we show that high-throughput DNA sequencing is effective for the detection of unintended remaining foreign DNA segments in genome-edited rice. A simple k-mer detection method is presented and validated through a series of computer simulations and real data analyses. The data show that a short foreign DNA segment of 20 nucleotides can be detected and the probability that the segment is overlooked is 10 −3 or less if the average sequencing depth is 30 or more, while the number of false hits is less than 1 on average. This method was applied to real sequencing data, and the presence and absence of an external DNA segment were successfully proven. Additionally, our in-depth analyses also identified some weaknesses in current DNA sequencing technologies. Hence, for a rigorous safety assessment, the combination of k-mer detection and another method, such as Southern blot assay, is recommended. The results presented in this study will lay the foundation for the regulation of NBT products, where foreign DNA is utilized during their generation. Several current biotechnology techniques, such as genome editing, have been developed to produce novel crops and livestock in an effective manner 1-3. While their regulation has been initiated, they are currently not overseen in some areas 4-7 , and their status is, in many cases, still under debate, especially if foreign DNA sequences are used in the technologies and subsequently removed from the final product 8-10. Because current high-throughput sequencing technologies are promising for the detection of foreign DNA remnants in host genomes 11-16 , guidelines for large-scale sequence data submission have been developed for the safety assessment of genetically-modified organisms (GMOs) 17,18. However, although PCR-based methods have been widely used for the validation of genome-edited agricultural products (GEAPs) 19-21 , unlike GMOs, the number of reports focused on massive sequencing-based methods for GEAPs is still relatively limited 22,23. A study focused on the statistical aspect of detecting unauthorized DNA materials in GMOs was previously reported 24 , but a general theoretical framework for data analysis of foreign DNA-free GEAPs has yet to be established. Here, using rice as a model crop genome, we conducted a large-scale bioinformatics study of both simulated and real data and present fundamental information that will be necessary for regulations for new breeding techniques (NBTs). In particular, as low-cost DNA decoding of the sequencing-by-synthesis method (SBS) is anticipated to play a pivotal role for the detection of unintended remaining foreign DNA segments, sequence data generated by the HiSeq platform are the focus in this study. Strictly speaking, even a single base pair insertion of an exogenous nucleotide can create a GMO (e.g., legislation of the Cartagena act of ...