Influenza, a highly contagious respiratory infectious disease caused by an influenza virus, is a threat to public health worldwide. Avian influenza viruses (AIVs) have the potential to cause the next pandemic by crossing the species barrier through mutation of viral genome. Here, we investigated the pathogenicity of AIVs obtained from South Korea and Mongolia during 2018–2019 by measuring viral titers in the lungs and extrapulmonary organs of mouse models. In addition, we assessed the pathogenicity of AIVs in ferret models. Moreover, we compared the ability of viruses to replicate in mammalian cells, as well as the receptor-binding preferences of AIV isolates. Genetic analyses were finally performed to identify the genetic relationships and amino acid substitutions between viral proteins during mammalian adaptation. Of the 24 AIV isolates tested, A/Mallard/South Korea/KNU2019-34/2019 (KNU19-34; H1N1) caused severe bodyweight loss and high mortality in mice. The virus replicated in the lungs, kidneys, and heart. Importantly, KNU19-34-infected ferrets showed high viral loads in both nasal washes and lungs. KNU19-34 replicated rapidly in A549 and bound preferentially to human like α2,6-linked sialic acids rather than to avian-like α2,3-linked sialic acids, similar to the pandemic A/California/04/2009 (H1N1) strain. Gene segments of KNU19-34 were distributed in Egypt and Asia lineages from 2015 to 2018, and the virus had several amino acid substitutions compared to H1N1 AIV isolates that were non-pathogenic in mice. Collectively, the data suggest that KNU19-34 has zoonotic potential and the possibility of new mutations responsible for mammalian adaptation.