Modern language models (LMs) have been successfully employed in source code
generation and understanding, leading to a significant increase in research focused on …

Code completion, a highly valuable topic in the software development domain, has been
increasingly promoted for use by recent advances in large language models (LLMs). To …

Software obfuscation techniques can prevent binary diffing techniques from locating
vulnerable code by obfuscating the third-party code, to achieve the purpose of protecting …

Binary code similarity detection (BCSD) is a fundamental technique for various applications.
Many BCSD solutions have been proposed recently, which mostly are embedding-based …

Blockchain, as a distributed ledger technology, becomes increasingly popular, especially for
enabling valuable cryptocurrencies and smart contracts. However, the blockchain software …

Being able to identify functions of interest in cross-architecture software is useful whether
you are analysing for malware, securing the software supply chain or conducting …

Binary Code Similarity Detection (BCSD) is a fundamental binary analysis technique in the
area of software security. Recently, advanced deep learning algorithms are integrated into …

Binary code similarity analysis (BCSA) is a fundamental building block for various software
security, reverse engineering, and re-engineering applications. Existing research has …

The binary code similarity detection (BCSD) technique can quantitatively measure the
differences between two given binaries and give matching results at predefined granularity …

The objective of this research is to improve the efficiency in identifying malicious traffic by
integrating a deep neural network that utilizes a hierarchical attention mechanism. The …