Further Challenges & Considerations Sample Clauses

Further Challenges & Considerations. In many security applications, sampling from the true distribution (or real-world data) is extremely difficult and sometimes even impossible [19, 20]. In particular, the lack of publicly-available, up-to-date datasets in the malware detection domain is a well-known general problem, which limits the remits and conclusions of academic work in this domain [19, 20].