IPGeolocation.io: Residential Proxy Detection

**Dataset Information**

The Residential Proxy Database identifies IP addresses belonging to residential proxy networks — one of the most evasive and rapidly growing forms of anonymous traffic on the internet. Unlike datacenter proxies, which are relatively easy to detect, residential proxies are assigned to real home internet connections, making them significantly harder to catch without dedicated intelligence.

Each record in this database tells you not just whether an IP is a residential proxy, but also which provider operates it and when it was last confirmed active. This gives your security, fraud, and analytics teams the precise, actionable signal they need to make the right call on every connection.

**Key Data Points Included**

**Proxy Provider:** The name of the residential proxy provider operating the network associated with this IP range.

**Last Seen:** The most recent date this IP range was confirmed as an active part of a residential proxy network — helping you prioritize fresh, relevant threats.

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**Support**

For technical assistance, custom data solutions, or specialized licensing for redistribution, please contact our sales team. We are ready to help you build a solution tailored to your specific requirements.

原始信息汇总

数据集概述：IPGeolocation.io: Residential Proxy Detection

1. 数据集简介

• 名称：IPGeolocation.io: Residential Proxy Detection
• 提供方：IPGeolocation.io
• 描述：该数据集用于识别住宅代理IP地址，提供代理提供商名称及最近一次被确认为活跃代理的时间。住宅代理是最隐蔽且增长最快的匿名流量形式之一，它们来源于真实的家庭互联网连接，难以被常规手段检测。
• 更新频率：每月
• 交付方式：Secure Share
• 试用：提供7天免费试用

2. 核心数据字段

字段名	类型	描述
START_IP	Varchar	IP范围的起始IP
END_IP	Varchar	IP范围的结束IP
START_IP_INT	Variant	起始IP的整数表示
END_IP_INT	Variant	结束IP的整数表示
JOIN_KEY	Varchar	连接键
PROXY_PROVIDER	Varchar	该IP范围所属的住宅代理提供商名称
LAST_SEEN	Date	该IP范围最近一次被确认活跃的日期

3. 业务价值

• 阻止隐藏于住宅IP后的欺诈：住宅代理难以检测，欺诈者常利用其绕过安全检查、进行账户接管和平台滥用。该数据集提供提供商名称，帮助精准判断。
• 保护平台：攻击者利用住宅代理网络在暴力破解和凭证填充攻击中轮换IP。标记已知住宅代理提供商的IP，可在必要时启用更严格的身份验证控制。
• 防止点击欺诈：住宅代理被广泛用于生成虚假广告点击和曝光。该数据集帮助识别并排除此类流量，保护收入和数据分析准确性。

4. 使用示例

• 单一IP住宅代理查询： sql SELECT * FROM TABLE(PUBLIC.LOOKUP_RESIDENTIAL(14.191.112.144));

• 按住宅代理提供商分组流量统计： sql WITH log (ip) AS ( SELECT * FROM (VALUES (14.191.112.144), (14.191.114.115), (14.191.114.20) ) ) SELECT r.proxy_provider, COUNT(*) AS ip_count, MAX(r.last_seen) AS most_recently_seen FROM log, TABLE(PUBLIC.LOOKUP_RESIDENTIAL(log.ip)) r GROUP BY r.proxy_provider ORDER BY ip_count DESC;