Software security vulnerabilities are one of the critical issues in the realm of computer
security. Due to their potential high severity impacts, many different approaches have been …

Like how useful weather forecasting is, the capability of forecasting or predicting cyber
threats can never be overestimated. Previous investigations show that cyber attack data …

Java malware exploiting language vulnerabilities has become increasingly prevalent in the
recent past. Since Java is a platform-independent language, these security threats open up …

When a vulnerability is discovered in a system, some key questions often asked by the
security analyst are what threat (s) does it pose, what attacks may exploit it, and which parts …

Containers have become increasingly popular for deploying applications in cloud computing
infrastructures. However, recent studies have shown that containers are prone to various …

Developing secure software systems is a major challenge in the software industry due to
errors or weaknesses that bring vulnerabilities to the software system. To address this …

In the problem of domain transfer learning, we learn a model for the prediction in a target
domain from the data of both some source domains and the target domain, where the target …

Dynamic Binary Instrumentation (DBI) is a dynamic analysis technique that allows arbitrary
code to be executed when a program is running. DBI frameworks have started to be used to …

Root-Cause Analysis (RCA) is crucial for discovering security vulnerabilities from fuzzing
outcomes. Automating this process through triaging the crashes observed during the fuzzing …

In the past few years, we have envisioned an increasing number of businesses start driving
by big data analytics, such as Amazon recommendations and Google Advertisements. At the …