Abstract Machine learning has become the state-of-the-art technique for many tasks
including computer vision, natural language processing, speech processing tasks, etc …

Although current fuzz testing (fuzzing) methods are highly effective, there are still many
situations such as complex state machines where fully automated approaches fail. State-of …

Identifying security vulnerabilities in software is a critical task that requires significant human
effort. Currently, vulnerability discovery is often the responsibility of software testers before …

Continuous Integration (CI) and Continuous Delivery (CD) have become a well-known
practice in DevOps to ensure fast delivery of new features. This is achieved by automatically …

With the prosperity of the Internet of Things (IoT) industry environment, the variety and
quantity of IoT devices have grown rapidly. IoT devices have been widely used in smart …

Reverse engineering is a complex process essential to software-security tasks such as
vulnerability discovery and malware analysis. Significant research and engineering effort …

Secure software development is a challenging task requiring consideration of many possible
threats and mitigations. This paper investigates how and why programmers, despite a …

In spite of decades of research in bug detection tools, there is a surprising dearth of ground-
truth corpora that can be used to evaluate the efficacy of such tools. Recently, systems such …

Binary reverse engineering is an arduous and tedious task performed by skilled and
expensive human analysts. Information about the source code is irrevocably lost in the …

Cyber threat hunting is the process of proactively and iteratively formulating and validating
threat hypotheses based on security-relevant observations and domain knowledge. To …