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metadata
license: mit
tags:
  - proxy-analysis
  - proxy-validation
  - ai-proxy-detection
  - anonymity-classification
  - latency-monitoring
  - reputation-scoring
  - duplicate-proxy-detection
  - bhproxy
  - proxy-checker
pretty_name: BHProxy Engine AI Benchmarks
size_categories:
  - n<1K

BHProxy Engine AI Benchmarks

DOI

Benchmark dataset of 20 proxy evaluation cases with individual scores for availability, latency, anonymity, protocol support, reputation, and duplicate risk.

Built by BHProxy.com.

Dataset Description

This dataset contains benchmark data for an intelligent proxy analysis system that combines automated network validation with AI-assisted detection to identify unhealthy, duplicate, low-quality, and potentially abusive proxy endpoints.

Columns

Column Type Description
id integer Case ID
proxy_address string Proxy IP:port address
availability_score integer Availability score (0-100)
latency_score integer Latency score (0-100)
anonymity_score integer Anonymity score (0-100)
protocol_support_score integer Protocol support score (0-100)
reputation_score integer Reputation score (0-100)
duplicate_risk_score integer Duplicate risk score (0-100)
overall_proxy_health integer Overall proxy health score (0-100)
priority_signal string Lowest scoring signal to act on first
anonymity_level string Transparent, Anonymous, or Elite
protocol string Supported protocol(s)
country string Proxy geographic location
notes string Case notes

Score Interpretation

Score Status Action
0-30 Critical Remove from pool immediately
31-60 At Risk Flag for re-validation
61-80 Healthy Safe to use
81-100 Excellent Premium quality endpoint

Usage

import pandas as pd
df = pd.read_csv("proxy_benchmarks.csv")
print(df.head())

Citation

BHProxy.com. (2026). BHProxy Engine AI. Zenodo. https://doi.org/10.5281/zenodo.20922133

Links

License

MIT — BHProxy.com