Collaborative Research: SaTC: CORE: Medium: Compliance as a Service (CaSe): A Reflective Approach to Enforcing User Privacy Regulations
- Institution
- University of California-Irvine, CA
- Principal investigator
- Faisal Nawab
- Funding
- $743K
- Duration
- 2023–2026
Moonbase score
Still being scored
Abstract
This project seeks to enable transforming existing data infrastructures to comply with user data protection legislation and regulations. The project's novelties are its formal model of data protection policy compliance that helps system designers to reason about regulations and demonstrate systems’ compliance with them. The project's broader significance is its potential to address consumer privacy and data security concerns associated with emerging technologies, such as the Internet of Things and cloud computing. As recent events involving corporate use of consumer data have demonstrated, privacy and data security issues are increasingly connected in the modern information age to concerns about democracy, equality, national security, and freedom, all of which carrying implications for both individuals and society. The benefits of this work include managing cyber threats and addressing data privacy and policy concerns in applications that utilize personal and sensitive data. The work also includes educational outreach efforts for students in computing with the goal to expose them to research with community benefits. The project consists of four research thrusts. The first provides a grounding of data protection legislation and regulation to provide a system design-centric formal model of policy compliance. This involves studying the implications of developing a formal model in terms of validating and proving compliance with regulations. The second thrust tackles the challenges in managing policies of transformed data sent across different system components, which involves designing data abstractions that express the data and policy transformation. The third thrust includes methods that allow efficient and fast adaptation of existing and legacy data systems to policy changes. This includes designing data structures that are sharded based on policies, enabling isolation of the data shards impacted by policy changes. The fourth thrust provides a scalable distributed logging system to cater to the auditing requirements of data protection regulations. This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
Research team
- Faisal NawabPI
- Sharad Mehrotra
- Nalini Venkatasubramanian
LOADING MOONBASE SCORE
Questions for University of California-Irvine
Answered by the team behind this research.
No questions yet. Sign in to ask the first one
Related grants
Same researchers, same institution, same topic, scored first.
- NSF · University of California-IrvineNot yet scored
REU Site Renewal: Enhancing AI-Driven Insights Within IoT-Enabled Ecosystems (AIoT-Sys)
Sergio Gago Masague · $537K · 2025–2028
- NSF · University of Maryland Baltimore CountyNot yet scored
Planning: AI-Ready: TRACE: Testbed for Disaster Resilience Auditing and Crisis Evaluation
Nirmalya Roy · $200K · 2025–2027
- NSF · University of California-IrvineNot yet scored
EAGER: LLM based Enrichment for Data Analytics
Sharad Mehrotra · $60K · 2025–2026