3 papers
cs.CR2026
ReSIM: Re-ranking Binary Similarity Embeddings to Improve Function Search Performance
Gianluca Capozzi, Anna Paola Giancaspro, Fabio Petroni +2
Binary Function Similarity (BFS), the problem of determining whether two binary functions originate from the same source code, has been extensively studied in recent research acros…
cs.CR2024
On the Lack of Robustness of Binary Function Similarity Systems
Gianluca Capozzi, Tong Tang, Jie Wan +5
Binary function similarity, which often relies on learning-based algorithms to identify what functions in a pool are most similar to a given query function, is a sought-after topic…
cs.CR2023
Adversarial Attacks against Binary Similarity Systems
Gianluca Capozzi, Daniele Cono D'Elia, Giuseppe Antonio Di Luna +1
In recent years, binary analysis gained traction as a fundamental approach to inspect software and guarantee its security. Due to the exponential increase of devices running softwa…