Abstract"uthentication and traceability of extra virgin olive oil is a challenging research task due to the complexity of fraudulent practices. Various chemical and biochemical techniques have been developed for determining the authenticity of olive oil and in recent years non-conventional methods based on DN" analysis have gained atention, due to high speciicity, sensitivity and reliability. DN" analyses have very high discriminating power because ultimately the unique identity of a variety or species is to a great extent genetically dependent. Polymorphisms are genetic variations which refer to the variation in populations or species. Molecular markers provide information on genetic variations and are valuable tools to determine olive oil authenticity. Recently several DN"-based methods have been developed to authenticate olive oil, since analysis of the residual oil DN" with the use of molecular markers can lead to the identiication of the variety or the plant species from which it was extracted. The aim of this chapter is to provide an overview of the current trends and critical issues on DN"-targeted approaches used for traceability and authenticity of olive oil. This is considered a rapidly expanding ield with signiicant challenges and prospects which shall be discussed thoroughly.