VIBRANT: Visual in-memory representation analysis for binary similarity detection

doi:10.1016/j.jss.2026.113023

2026-07-06

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DOI：10.1016/j.jss.2026.113023

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摘要

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• 提出了一种动态内存状态视图用于二进制代码相似性检测。 • 将执行轨迹编码为内存视频以捕获运行时语义。 • 提出了一种3D-CNN Siamese网络以学习轨迹的空间-时间表示。 • 提高了对抗编译多样性及混淆的鲁棒性。 • 在漏洞搜索任务中超越了现有最优方法。

期刊

Journal of Systems and Software

IF:

4.1

论文数:

5.5K

被引数:

8.4K

机构

national university of defense technology

学者数:

5.0K

论文数: 1.5K

被引数: 0

northwest university

学者数:

3.3K

论文数: 1.0K

被引数: 0

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