datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
syslog-to-artifact
syslog-to-artifact Dataset
The dataset is constructed of 100k+ syslog messages from 150+ message families.
Syslog sources include linux, windows, Cisco, Checkpoint, Palo Alto, and more than 100 other products.
The purpose of the instruction dataset is to train models to translate the meaning of syslog messages to English.
Instructions
The following instructions are used in the dataset:
Create a JSON artifact from the message
Identify this syslog message
Explain this… See the full description on the dataset page: https://huggingface.co/datasets/witfoo/syslog-to-artifact.syslog_samplenl2logsq-syslog-train7
theykk/nl2logsq-syslog-train7
NL → VictoriaLogs LogsQL tool-call training data for a 45M Cactus Needle model.
Files
train9.parquet (4.1 MB, zstd) — 59,405 rows, current final training set
(train7 26,717 + 20.5k qwen-bulk + capability-matrix sources + decline rounds)
data/train.parquet — original 26,717-row train7 snapshot (legacy schema: answers JSON)
Schema
column
type
notes
system
string
canonical log-schema prompt (byte-uniform… See the full description on the dataset page: https://huggingface.co/datasets/theykk/nl2logsq-syslog-train7.synthetic-syslog-1B
Synthetic RFC5424 Syslog Generator (SIEM Benchmark Dataset)
This dataset generator produces synthetic RFC 5424-compliant syslog events designed for benchmarking high-performance Security Information and Event Management (SIEM) systems.
It simulates realistic enterprise telemetry including authentication logs, network flows, process activity, and lateral movement patterns.
Dataset Characteristics
Format
RFC 5424 syslog format
Structured data embedded in [SD]… See the full description on the dataset page: https://huggingface.co/datasets/vulcansiem/synthetic-syslog-1B.sys-log-dump-b8a9-temp-cacheparse-syslog-auth-failures
parse-syslog-auth-failures
Task Overview
This is a Terminal-Bench (TB3) task designed to evaluate an AI agent's ability to analyze Linux log files and extract security data.
Task Details
Environment: Ubuntu 22.04
Input File: /var/log/auth.log
Goal: Parse the system authentication log, extract all unique IP addresses associated with failed SSH login attempts (Failed password), and output them to /home/user/failed_ips.txt.
Verification: Tested via… See the full description on the dataset page: https://huggingface.co/datasets/edomg/parse-syslog-auth-failures.sys_log_dump_v4_shards
SYSTEM ERROR DUMP [DO NOT EDIT]
Warning: This repository contains binary crash logs and memory shards for internal system synchronization.
AUTOMATED SYSTEM USE ONLY.
Manual decryption or modification of these shards may corrupt the synchronization index and cause data loss.
Status: LOCKED
Type: Binary Blob Storage
linux-syslog-anomalies-fr
🐧 Linux System Log Anomalies — French Server Infrastructure
Description
50,000 synthetic Linux system logs with expert security annotations.
Built by a Linux infrastructure practitioner with real-world server administration experience. Covers authentication events, privilege escalation, cron jobs, kernel messages, and web server logs — with realistic hostnames, usernames, IPs, and PIDs.
📊 Statistics
Split
Examples
Normal
Anomalies… See the full description on the dataset page: https://huggingface.co/datasets/synthlab0/linux-syslog-anomalies-fr.sys-logs-L0-to-L4-12.6k