To effectively control viral diseases, ongoing research into virus detection and their genetic characteristics is imperative. We conducted an analysis of the prevalence of five species of viruses in olive flounder (Paralichthys olivaceus) farms in Jeju, specifically viral haemorrhagic septicaemia virus (VHSV), lymphocystis disease virus (LCDV), marine birnavirus (MABV), nervous necrosis virus (NNV), and flounder iridovirus (FLIV). Between July and December 2022, a total of 3282 olive flounders were monitored. VHSV and LCDV were detected in 116 and 173 olive flounders, respectively, confirming detection rates of 3.5% and 5.4%. The highest detection rate for VHSV occurred in December (12.5%), while for LCDV, it was in June (13.8%). MABV, NNV, and FLIV were not detected. Phylogenetic analysis of 19 VHSV isolates collected from 2010 to 2022 revealed that all VHSVs belonged to the IVa genotype based on the nucleoprotein gene. Mutations were identified, indicating genetic variability extending to protein mutations. Additionally, continuous and specific nucleotide mutations of VHSV were confirmed on Jeju Island, a central hub for the aquaculture of olive flounder. These observed mutations in VHSV are considered valuable markers for tracking future mutations in subsequent studies. LCDV isolates were classified under genotype II. The results of the phylogenetic analyses of VHSV, a negative-sense single-stranded RNA virus, and LCDV, a double-stranded DNA virus, provide insights into the mutation patterns of marine viruses.