AI-powered malware simulation of a medical imaging database
收藏科学数据银行2025-10-24 更新2026-04-23 收录
下载链接：
https://www.scidb.cn/detail?dataSetId=76dd50b08eb94c1b8b420a7af0d7087a
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资源简介：
The dataset comprises medical imaging data that demonstrate the presence or absence of illnesses. used to simulate AI-based malware modulation, this database is paired with malware-modulated counterparts. By creating tampered images on the fly from the benign dataset using three mechanisms:Adversarial perturbations to input data that can cause data misclassification.Patch-level content edits by Copying-pasting or inpainting of small square regions (8–32 px) to simulate lesion insertion or removal.Metadata-consistent rescaling for random resize and crop variance. Each training batch is a duplicate of the original images.
提供机构：
Somaya_haiba
创建时间：
2025-08-29
