Predicting function names in stripped binaries is an extremely useful but challenging task, as
it requires summarizing the execution behavior and semantics of the function in human …

Binary code summarization, while invaluable for understanding code semantics, is
challenging due to its labor-intensive nature. This study delves into the potential of large …

Reproducibility is crucial to the advancement of science; it strengthens confidence in
seemingly contradictory results and expands the boundaries of known discoveries …

Software Engineering (SE) is the systematic design, development, and maintenance of
software applications, underpinning the digital infrastructure of our modern mainworld. Very …

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 …

AC decompiler converts an executable into source code. The recovered C source code,
once re-compiled, is expected to produce an executable with the same functionality as the …

Generative large language models (LLMs) pre-trained on code have shown impressive
effectiveness in code generation, program repair, and document analysis. However, existing …

Large language models (LLMs) have demonstrated significant potential in the realm of
natural language understanding and programming code processing tasks. Their capacity to …

Human analysts must reverse engineer binary programs as a prerequisite for a number of
security tasks, such as vulnerability analysis, malware detection, and firmware re-hosting …

Reverse engineering of a stripped binary has a wide range of applications, yet it is
challenging mainly due to the lack of contextually useful information within. Once debugging …