dataset_infos.json

{"default": {"description": "Shellcode_IA32 is a dataset for shellcode generation from English intents. The shellcodes are compilable on Intel Architecture 32-bits.\n", "citation": "    @inproceedings{liguori-etal-2021-shellcode,\n    title = \"{S}hellcode{\\_}{IA}32: A Dataset for Automatic Shellcode Generation\",\n    author = \"Liguori, Pietro  and\n      Al-Hossami, Erfan  and\n      Cotroneo, Domenico  and\n      Natella, Roberto  and\n      Cukic, Bojan  and\n      Shaikh, Samira\",\n    booktitle = \"Proceedings of the 1st Workshop on Natural Language Processing for Programming (NLP4Prog 2021)\",\n    month = aug,\n    year = \"2021\",\n    address = \"Online\",\n    publisher = \"Association for Computational Linguistics\",\n    url = \"https://aclanthology.org/2021.nlp4prog-1.7\",\n    doi = \"10.18653/v1/2021.nlp4prog-1.7\",\n    pages = \"58--64\",\n    abstract = \"We take the first step to address the task of automatically generating shellcodes, i.e., small pieces of code used as a payload in the exploitation of a software vulnerability, starting from natural language comments. We assemble and release a novel dataset (Shellcode{\\_}IA32), consisting of challenging but common assembly instructions with their natural language descriptions. We experiment with standard methods in neural machine translation (NMT) to establish baseline performance levels on this task.\",\n}\n", "homepage": "https://github.com/dessertlab/Shellcode_IA32", "license": "GNU GENERAL PUBLIC LICENSE", "features": {"intent": {"dtype": "string", "id": null, "_type": "Value"}, "snippet": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "shellcode_i_a32", "config_name": "default", "version": {"version_str": "1.1.0", "description": null, "major": 1, "minor": 1, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 185932, "num_examples": 2560, "dataset_name": "shellcode_i_a32"}, "test": {"name": "test", "num_bytes": 22540, "num_examples": 320, "dataset_name": "shellcode_i_a32"}, "validation": {"name": "validation", "num_bytes": 22806, "num_examples": 320, "dataset_name": "shellcode_i_a32"}}, "download_checksums": {"https://raw.githubusercontent.com/dessertlab/Shellcode_IA32/main/Shellcode_IA32.tsv": {"num_bytes": 212071, "checksum": "f2da8827140fafc9bdefa00cfad7ea79a1d783165bf47439bf36f93a9ae38df5"}}, "download_size": 212071, "post_processing_size": null, "dataset_size": 231278, "size_in_bytes": 443349}}