MSSA: multi-stage semantic-aware neural network for binary code similarity detection

MSSA: multi-stage semantic-aware neural network for binary code similarity detection

Binary code similarity detection (BCSD) aims to identify whether a pair of binary code snippets is similar, which is widely used for tasks such as malware analysis, patch analysis, and clone detection. Current state-of-the-art approaches are based on Transformer, which require substantial computatio...

Full description

Saved in:
Bibliographic Details
Main Authors: Bangrui Wan, Jianjun Zhou, Ying Wang, Feng Chen, Ying Qian
Format: Article
Language:English
Published: PeerJ Inc. 2025-01-01
Series:PeerJ Computer Science
Subjects:
Binary analysis
Similarity detection
Neural network
Online Access:https://peerj.com/articles/cs-2504.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://peerj.com/articles/cs-2504.pdf

Similar Items