Datasets:
license: mit
Assemblage Windows PE Dataset
This reposotory holds the public dataset for Assemblage
About Assemblage
Assemblage consists a cloud-based distributed system for building large, diverse, corpuses of binaries and datasets (of x86-64 ELF and Windows PE executables) it generates. You can find the paper at this link.
Dataset Details
This public copy of Assemblage data consists of 62k Windows PE binaries, and the information are stored in binaries.csv and functions.csv. Due to the nature that binary files can't be put into csvs, a seperate binaries.zip is included, and each file can be indexed by either its SHA-256 hash or the binary_path column.
The binaries.csv lists each binary file's detailed source, e.g., the compiler version, optimization and source code link. You can index the binary file by the binary_path column, and you can also look up dataframe entry by the binary's hash in reverse.
The functions.csv records all functions indicated by its pdb file, extracted by dia2dump. You can find detailed function level information, such as RVA address, source code, and comments in this file.
If these 2 csv file can't fill the need, you can also consider using the 70G SQLite database, which records every details about the binary files.