A research paper from Columbia University describes experiences and practical lessons learned from conducting security and privacy measurements on a large-scale social network. The work provides recommendations on ethical planning, institutional review board processes, and data-gathering techniques for online social networks. The author is Iasonas Polakis.
Use Cases
- Designing ethical data collection protocols based on described institutional review board planning.
- Comparing user study engagement with crowdsourcing methods based on described participant behavior differences.
- Developing scalable data-gathering frameworks based on recommendations for simple, adaptable technologies.
- Implementing responsible disclosure practices based on guidelines for handling critical technical vulnerabilities.
Strengths
- Based on real-world experience with a large-scale social network, specifically Facebook.
- Provides concrete, actionable lessons learned from the research process.
- Authored by a researcher from Columbia University.
Limitations
- Description metadata is limited; actual data quality requires manual inspection after download.
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
Provenance
- Source
- Columbia University
- Collection Method
- Research involving security and privacy measurements on a social network, including user studies and data gathering.