datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
llm-network-study-data
LLM-Network-Study-Data
Per-request network captures (.pcapng) collected by the
LLM-Network-Study benchmark harness (benchmark.py and the
per-workload test scripts). Each directory holds one capture file per request,
named request_<id>_run<n>_<timestamp>.pcapng.
A directory name encodes four dimensions:
<capture-env>_<provider/model>_<workload>[_<dataset/variant>]_results
Dimension legend
Dimension
Values
Meaning
Capture env
ethernet
Wired connection to… See the full description on the dataset page: https://huggingface.co/datasets/wayslab/llm-network-study-data.rhizomorphic-networks-data
Rhizomorphic Networks — Data and Analysis Outputs
This dataset contains the experimental image data, segmentation outputs, and
downstream analysis results used for the quantitative analysis of
Armillaria gallica rhizomorphic networks.
The directory structure is organised according to the main stages of the analysis
pipeline:
Rhizomorphic Networks/
│
├── 01_raw inputs/
│ ├── control/
│ ├── furnace/
│ └── nutrient density/
│
├── 02_segmentation outputs/
│ ├── raw… See the full description on the dataset page: https://huggingface.co/datasets/lamm-mit/rhizomorphic-networks-data.bitcoin-network-propagation
Bitcoin network propagation
Timestamped block and transaction announcements received from connected Bitcoin peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
bitcoin_block_announcements
A peer's announcement of a block, timestamped on receipt
bitcoin_transaction_announcements
A retained transaction announcement from a peer… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/bitcoin-network-propagation.dogecoin-network-propagation
Dogecoin network propagation
Timestamped block and transaction announcements received from connected Dogecoin peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
dogecoin_block_announcements
A peer's announcement of a block, timestamped on receipt
dogecoin_transaction_announcements
A retained transaction announcement from a… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/dogecoin-network-propagation.bitcoin-cash-network-propagation
Bitcoin Cash network propagation
Timestamped block and transaction announcements received from connected Bitcoin Cash peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
bitcoin_cash_block_announcements
A peer's announcement of a block, timestamped on receipt
bitcoin_cash_transaction_announcements
A retained transaction… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/bitcoin-cash-network-propagation.network_security_questionsThis dataset contains a single file full of network security questions in Chinese.
Could be used as good initial sources for scrapers, though not good as your browsing history.
litecoin-network-propagation
Litecoin network propagation
Timestamped block and transaction announcements received from connected Litecoin peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
litecoin_block_announcements
A peer's announcement of a block, timestamped on receipt
litecoin_transaction_announcements
A retained transaction announcement from a… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/litecoin-network-propagation.Networking_Commands_DatasetNetworking Commands Dataset
Overview
This dataset is (networking_dataset) contains 750 unique Cisco-specific and general networking commands (NET001–NET750), designed for red teaming AI models in cybersecurity. It focuses on testing model understanding, detecting malicious intent, and ensuring safe responses in enterprise networking environments. The dataset includes both common and obscure commands, emphasizing advanced configurations for adversarial testing.
Dataset Structure
The dataset is… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/Networking_Commands_Dataset.bridge_network_open_clipub-networking-dataset-2024-2network_papernetwork_security_questionsThis dataset contains a single file full of network security questions in Chinese.
Could be used as good initial sources for scrapers, though not good as your browsing history.
parc2026-track2-network-archive-20260912
Track 2 experiment recovery archive
This repository preserves deduplicated data and numerical evidence from the
owner's completed PARC 2026 Track 2 experiments. It is not a new training
dataset release or evidence of model improvement. Original source licenses
and attributions remain applicable to bundled code/assets.
The migration may still be in progress. A volume's RECOVERY_CATALOG.json is
published only after all its archives, original-path mappings, quarantine
contents and… See the full description on the dataset page: https://huggingface.co/datasets/ekunish/parc2026-track2-network-archive-20260912.Airbot_MMK2_storage_network_cable_paper_box
Airbot_MMK2_storage_network_cable_paper_box
Dataset Description
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Task Preview
View Video Directly
Overview
Total Episodes: 60
Total Frames: 17028
FPS: 30
Dataset Size: 729.48 MB
Robot Name: Airbot_MMK2
End-Effector Type: five_finger_gripper
Teleoperation Type: Due to some reasons, this dataset temporarily cannot provide the teleoperation type… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/Airbot_MMK2_storage_network_cable_paper_box.global-meteor-network
Global Meteor Network Trajectory Data
Credit: NASA/ESA
Part of a dataset collection on Hugging Face.
Dataset description
Individual meteor trajectory solutions from the Global Meteor Network (GMN), a worldwide network of 500+ all-sky cameras operated by volunteer astronomers. Each row is one detected meteor with orbital elements derived from multi-station triangulation.
The GMN was founded in 2018 and has grown to cover all longitudes from Europe, the… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/global-meteor-network.Strandset-Rust-v1
Strandset-Rust-v1
Overview
Strandset-Rust-v1 is a large, high-quality synthetic dataset built to advance code modeling for the Rust programming language.Generated and validated through Fortytwo’s Swarm Inference, it contains 191,008 verified examples across 15 task categories, spanning code generation, bug detection, refactoring, optimization, documentation, and testing.
Rust’s unique ownership and borrowing system makes it one of the most challenging languages for… See the full description on the dataset page: https://huggingface.co/datasets/Fortytwo-Network/Strandset-Rust-v1.network_instruct_mcq_2481ncbi-dataset-for-genome-network-pretrainingAIRBOT_MMK2_place_the_network_cable_and_mouse_box
AIRBOT_MMK2_place_the_network_cable_and_mouse_box
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: discover_robotics_aitbot_mmk2
| Codebase Version: v2.1
End-Effector Type: five_finger_hand
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
pick
place
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/AIRBOT_MMK2_place_the_network_cable_and_mouse_box.Network-Intrusion-Detection-DataTON_IoT_network
TON IoT Network
The TON IoT train test network dataset provided by https://research.unsw.edu.au/projects/toniot-datasets
Dataset Details
The datasets have been called 'ToN_IoT' as they include heterogeneous data sources collected from Telemetry datasets of IoT and IIoT sensors, Operating systems datasets of Windows 7 and 10 as well as Ubuntu 14 and 18 TLS and Network traffic datasets. The datasets were collected from a realistic and large-scale network designed at the… See the full description on the dataset page: https://huggingface.co/datasets/codymlewis/TON_IoT_network.network-intrusion-detection
network-intrusion-detection
Dataset Description
This dataset contains cybersecurity events collected from honeypot infrastructure.
The data has been processed and feature-engineered for machine learning applications in threat detection and security analytics.
Feature Categories
Network Features
Connection flow statistics (bytes, packets, duration)
Protocol-specific metrics
Geographic information
IP reputation data
Behavioral Features… See the full description on the dataset page: https://huggingface.co/datasets/pyToshka/network-intrusion-detection.synthetic-social-networks
Synthetic Social Networks (Dataset)
Raw experimental outputs from the Synthetic Social Networks study:
59,776 in-character LLM-agent posts from 528 production trials, and
64,562 posts total when the original pipeline-verification runs are
included. The artifact combines an exploratory stage with a separately
frozen, preregistered 448-trial matched-exposure confirmation. Each production
trial includes peer-vote traces from in-character voting by other agents.… See the full description on the dataset page: https://huggingface.co/datasets/ranausmans/synthetic-social-networks.multi-modal-derived-brain-network
PPMI Connectivity Graphs — HF Staging (Derivatives)
This dataset ships ready-to-use functional brain connectivity graphs derived from the PPMI cohort in a BIDS-ish derivatives layout. For each subject and parcellation, we include:
ROI time-series (*_desc-timeseries_parc-<name>.mat)
Pearson correlation connectivity matrix (*_desc-correlation_matrix_parc-<name>.mat)
JSON sidecars with summary fields (nodes, measure, symmetric/weighted flags)
Contents
data/… See the full description on the dataset page: https://huggingface.co/datasets/pakkinlau/multi-modal-derived-brain-network.bridge_network_mlm_hidden_statesnetwork-555tq
WhatsApp网页版分布式路由与自动化接口索引库 - Batch 008
本项目托管了用于全球多元化检索与高可用分布式网络路由数据（核心挂载：WhatsApp网页版）。
📂 区域节点集群子目录 (Spider Pool Indexes)
👉 WhatsApp网页版-网页端群发营销消息的频率控制与防封策略 —— 承载源站 🌐 Fair.alliance-whatapp.hl.cn
👉 WhatsApp网页版-网页端构建标准化客服问答数据库 —— 承载源站 🌐 Fair.alphas-whatapp.hl.cn
👉 WhatsApp网页版-网页端设置精美产品目录库供买家自助翻阅 —— 承载源站 🌐 Fair.badge-whatapp.hl.cn
👉 WhatsApp网页版-利用网页端进行新品样品的免费申领推广 —— 承载源站 🌐 Fair.battle-whatapp.hl.cn
👉 WhatsApp网页版-利用网页端进行客户满意度调查与反馈收集 —— 承载源站 🌐… See the full description on the dataset page: https://huggingface.co/datasets/phatpk/network-555tq.ECG-databaseOfficial dataset can be found here:
https://springernature.figshare.com/articles/dataset/A_pediatric_ECG_database_with_disease_diagnosis_covering_11643_children/27078763
license: cc
Network_Defense_Symmetric_Competitive102,400,000 timesteps, Multi-Agent Reinforcement Learning
Total Environment Steps= 10 parallel environments × 7,000 episodes ×2,048 steps= 102400000 Training Timesteps
-The Red Agent’s goal is to discover vulnerabilities, elevate privileges, compromise assets, and maintain persistence. Its action space can be modeled after phases of the
MITRE ATT&CK framework.
-The Blue Agent’s goal is to maintain system availability, reduce the attack surface, detect malicious… See the full description on the dataset page: https://huggingface.co/datasets/TorontoMetropolitanUniversity/Network_Defense_Symmetric_Competitive.lens-network-traffic
Lens Network Traffic Classification Benchmark
Downstream network-traffic classification data used to evaluate Lens, a knowledge-guided
foundation model for network traffic (TMLR). It bundles the 12 classification tasks
from the Lens paper as HuggingFace dataset configurations, each with train / validation /
test splits and a unified schema.
ℹ️ All tasks are derived from publicly available academic traffic datasets
obtained via the NetBench benchmark (Qian et al., 2024); the… See the full description on the dataset page: https://huggingface.co/datasets/Charles59/lens-network-traffic.gaia-snapshot