238,000+ users, including minors
A significant data exposure has occurred at UStrive, a non-profit mentoring platform, affecting the personal information of more than 238,000 users. The incident is particularly concerning as a number of the affected users are minors. The root cause was identified as a misconfigured GraphQL API endpoint that allowed for unauthorized data access. This security lapse highlights the substantial data protection challenges faced by the non-profit sector, where resource constraints can often lead to overlooked security configurations, even when handling highly sensitive data like that of children.
The data exposure at UStrive was not the result of a sophisticated hack, but rather a common and preventable configuration error. The platform's API, which uses GraphQL, was left open without proper authentication or authorization controls.
Root Cause: GraphQL Misconfiguration GraphQL is a powerful query language for APIs that allows clients to request exactly the data they need. However, if not secured properly, this flexibility can be turned against the application. In this case, the endpoint likely lacked sufficient authentication checks, allowing anyone on the internet to send queries to the database. Furthermore, a lack of authorization controls meant that once a query was sent, the API would return data without verifying if the requester had the right to access it. This could allow an attacker to systematically query and exfiltrate the entire user database.
Detecting this type of data leakage requires monitoring the behavior of the application's API.
| Type | Value | Description | Context | Confidence |
|---|---|---|---|---|
api_endpoint |
/graphql |
The default endpoint for many GraphQL implementations. Monitor for anomalous query patterns. | Web Application Firewall (WAF) logs, API gateway logs | high |
network_traffic_pattern |
High volume of queries from a single IP address to the GraphQL endpoint. | An indicator of an attacker attempting to scrape the entire database. | API gateway logs, SIEM | high |
other |
GraphQL Introspection Queries | Attackers often start by using introspection queries to map out the entire API schema and discover what data is available. | WAF rules, API security tools | high |
Preventing such exposures requires building security into the API development lifecycle.
M1054 - Software Configuration)M1036 - Account Use Policies)M1048 - Application Isolation and Sandboxing)Properly configuring the GraphQL API, such as disabling introspection in production, is a key preventative measure.
Mapped D3FEND Techniques:
Enforcing strict authentication and authorization on all API endpoints ensures that only legitimate, permissioned users can access data.

Cybersecurity professional with over 10 years of specialized experience in security operations, threat intelligence, incident response, and security automation. Expertise spans SOAR/XSOAR orchestration, threat intelligence platforms, SIEM/UEBA analytics, and building cyber fusion centers. Background includes technical enablement, solution architecture for enterprise and government clients, and implementing security automation workflows across IR, TIP, and SOC use cases.
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