All Stories

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