dga
Datasets
All datasets matching “dga”dga-detection-drift26dsn
DRIFT Dataset
Longitudinal Benign and DGA Domain Name Dataset (2017–2025)
Authors: Chaeyoung Lee*, Chaeri Jung*, Seonghoon Jeong (* Equal contribution)
Affiliation: Division of Artificial Intelligence Engineering, Sookmyung Women's University
Venue & Paper: IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2026)
arXiv: arxiv.org/abs/2605.10436
GitHub: snsec-net/2026-DSN-DRIFT
Hugging Face: Paper · Dataset · Model
IEEE DataPort: 10.21227/za2s-9e09… See the full description on the dataset page: https://huggingface.co/datasets/snsec-net/dga-detection-drift26dsn.multilingual-wealth-alpaca
Multilingual Wealth Alpaca Dataset
Work derivative of gbharti/wealth-alpaca_lora dataset. The original dataset is a combination of Stanford's Alpaca (https://github.com/tatsu-lab/stanford_alpaca) and FiQA (https://sites.google.com/view/fiqa/) with another 1.3k pairs custom generated using GPT3.5 . This version is a cleaned up version, which also has:
mutlilingual support (en, it, fr, es, de)
CSV and JSON files
english-ipa-dep-treebank
English IPA Dependency Treebank
A large-scale dataset of 10.4 million English sentences paired with IPA (International Phonetic Alphabet) transcriptions and Universal Dependencies syntactic annotations.
Each sentence includes its full dependency parse — head indices, relation labels, and a linearized tagged-IPA representation that interleaves syntactic roles with phonetic content.
Dataset Structure
Each sample contains:
Field
Type
Description
raw_english
string… See the full description on the dataset page: https://huggingface.co/datasets/dgabri3le/english-ipa-dep-treebank.dga-hunter-domains
DGA Hunter Domains
Synthetic legitimate + DGA domain corpus for training and evaluating Aria AI's DGA Hunter.
Splits
Protocol
Files
Purpose
Random
random_*.jsonl, train/validation/test.jsonl
In-distribution baseline
Family Holdout
family_holdout_*.jsonl
Unseen malware DGA families
Temporal
temporal_*.jsonl
Future first_seen domains
Schema
{
"domain_id": "conficker-000042",
"domain": "xkqpyvjd.biz",
"label": "dga"… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/dga-hunter-domains.dga-detectionA dataset containing both DGA and normal domain names. The normal domain names were taken from the Alexa top one million domains. An additional 3,161 normal
domains were included in the dataset, provided by the Bambenek Consulting feed. This later group is particularly interesting since it consists of suspicious domain
names that were not generated by DGA. Therefore, the total amount of domains normal in the dataset is 1,003,161. DGA domains were obtained from the repositories
of DGA domains of Andrey Abakumov and John Bambenek. The total amount of DGA domains is 1,915,335, and they correspond to 51 different malware families. DGA domains
were generated by 51 different malware families. About the 55% of of the DGA portion of dataset is composed of samples from the Banjori, Post, Timba, Cryptolocker,
Ramdo and Conficker malware.D_llm2_run0_gen10_WXS_doc1000_synt64_lr1e-04_acm_RANDOM