Datasets:

deployxa
/

dxa-guard-benchmark

license: apache-2.0
task_categories:
  - tabular-classification
tags:
  - cybersecurity
  - intrusion-detection
  - server-security
  - honeypot
  - log-analysis
pretty_name: DXA-Guard Intrusion Detection Benchmark Dataset
size_categories:
  - 1K<n<10K

DXA-Guard Intrusion Detection Benchmark Dataset

Official benchmark dataset for DXA-Guard and the deployxa/dxa-guard model, published by Deployxa.

Overview

This dataset contains real-world and synthetic honeypot security events captured across Linux VPS instances. Events include SSH authentication attempts (brute force, dictionary, credential stuffing) and web server requests (vulnerability scanners, path traversal, SQL injection, webshell uploads, and benign traffic).

Splits

train.jsonl: Training event stream partitioned chronologically.
test.jsonl: Independent held-out test evaluation set with distinct IP addresses and attack patterns.

Schema

Each line is a JSON object with:

timestamp: RFC3339 timestamp string
source_ip: Source IP address
action: Event type (ActionSSHLogin, ActionHTTPRequest, etc.)
user: SSH username attempted (if SSH)
method: HTTP method (GET, POST, etc.)
path: HTTP request path
status_code: HTTP response status code
label: "attack" or "benign"
rule_match: Matching detection rule identifier (if attack)

Associated Model

Model weights: deployxa/dxa-guard