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 …

In the era of the internet of things (IoT), software-enabled inter-connected devices are of
paramount importance. The embedded systems are very frequently used in both security …

We present a neural model for representing snippets of code as continuous distributed
vectors (``code embeddings''). The main idea is to represent a code snippet as a single fixed …

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 …

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

Binary diffing analysis quantitatively measures the differences between two given binaries
and produces fine-grained basic block matching. It has been widely used to enable different …

Binary code analysis allows analyzing binary code without having access to the
corresponding source code. A binary, after disassembly, is expressed in an assembly …

Binary code similarity detection (BCSD) has important applications in various fields such as
vulnerabilities detection, software component analysis, and reverse engineering. Recent …

Binary code similarity detection (BCSD) has many applications, including patch analysis,
plagiarism detection, malware detection, and vulnerability search etc. Existing solutions …

In the last decade, machine-learning-based compilation has moved from an obscure
research niche to a mainstream activity. In this paper, we describe the relationship between …