All Stories

  1. Differentially Oblivious Multi-way Join
  2. Acyclic Graph Pattern Counting under Local Differential Privacy
  3. Scalable Privacy-Preserving Shortest Path Distance Computation via 2-Hop Labeling in MPC
  4. Defense against Poisoning Attacks under Shuffle-DP
  5. N2E: A General Framework to Reduce Node-Differential Privacy to Edge-Differential Privacy for Graph Analytics
  6. A General Framework for Per-record Differential Privacy
  7. The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework
  8. RM 2 : Answer Counting Queries Efficiently under Shuffle Differential Privacy
  9. R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys
  10. Personalized Truncation for Personalized Privacy
  11. Answering queries over relational databases in a privacy-preserving manner.