Intelligent vehicles are advancing at a fast speed with the improvement of automation and
connectivity, which opens up new possibilities for different cyber-attacks, including in-vehicle …

Binary code similarityapproaches compare two or more pieces of binary code to identify their
similarities and differences. The ability to compare binary code enables many real-world …

This paper addresses the challenging problem of retrieval and matching of graph structured
objects, and makes two key contributions. First, we demonstrate how Graph Neural …

The ability to accurately compute the similarity between two pieces of binary code plays an
important role in a wide range of different problems. Several research communities such as …

The problem of cross-platform binary code similarity detection aims at detecting whether two
binary functions coming from different platforms are similar or not. It has many security …

Reverse engineering is a manually intensive but necessary technique for understanding the
inner workings of new malware, finding vulnerabilities in existing systems, and detecting …

Finding and exploiting vulnerabilities in binary code is a challenging task. The lack of high-
level, semantically rich information about data structures and control constructs makes the …

With more IoT devices entering the consumer market, it becomes imperative to detect their
security vulnerabilities before an attacker does. Existing binary analysis based approaches …

Internet of things (IoT) devices make up 30% of all network-connected endpoints,
introducing vulnerabilities and novel attacks that make many companies as primary targets …

Because of rampant security breaches in IoT devices, searching vulnerabilities in massive
IoT ecosystems is more crucial than ever. Recent studies have demonstrated that control …