Secure Yannakakis: Join-Aggregate Queries over Private Data

Summary: Secure Yannakakis: secure two-party evaluation of free-connex join-aggregate queries. Linear-time in data, polynomial in query; outperforms garbled-circuit approaches, reducing practical runtimes from years to minutes on TPC-H. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6090
Venue: SIGMOD
Year: 2021
Pagerank: 7.6942462e-05
Overall Rank: 3,022 | 79.00%
DOI: 10.1145/3448016.3452808

Incoming Non-self Citations Over Time

Authors

1. Yilei Wang
2. Ke Yi

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,149	HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database	2023	VLDB	9.4256962e-05
2,997	FedKNN: Secure Federated k-Nearest Neighbor Search	2024	SIGMOD	7.7569625e-05
3,026	Towards Practical Oblivious Join	2022	SIGMOD	7.691304e-05
5,759	Hu-Fu: Efficient and Secure Spatial Queries over Data Federation	2022	VLDB	5.3372523e-05
5,996	Evaluating Datalog over Semirings: A Grounding-based Approach	2024	PODS	5.2365238e-05
6,901	Disclosure-Compliant Query Answering	2024	SIGMOD	4.8878659e-05
7,017	Query Evaluation by Circuits	2022	PODS	4.8556471e-05
7,465	Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees	2025	SIGMOD	4.7186055e-05
7,762	Space-Time Tradeoffs for Conjunctive Queries with Access Patterns	2023	PODS	4.6542406e-05
8,210	Veil: A Storage and Communication Efficient Volume-Hiding Algorithm	2023	SIGMOD	4.5536755e-05
8,587	Output-Optimal Algorithms for Join-Aggregate Queries	2025	PODS	4.4853975e-05
9,653	Secure Sampling for Approximate Multi-party Query Processing	2023	SIGMOD	4.3067693e-05
10,186	NSHEDB: Noise-Sensitive Homomorphic Encrypted Database Query Engine	2026	SIGMOD	4.1905499e-05
10,254	Secure Multi-Party Sampling over Joins	2026	VLDB	4.1905499e-05
10,493	Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized	2025	SIGMOD	4.1905499e-05
10,540	SPECIAL: Synopsis Assisted Secure Collaborative Analytics	2025	VLDB	4.1905499e-05
10,553	Jodes: Efficient Oblivious Join in the Distributed Setting	2025	VLDB	4.1905499e-05
10,560	Avoiding Materialisation for Guarded Aggregate Queries	2025	VLDB	4.1905499e-05
10,661	Alchemy: A Query Optimization Framework for Oblivious SQL	2025	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
451	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022807098
455	Processing Analytical Queries over Encrypted Data	2013	VLDB	0.00022736946
532	TrustedDB: A Trusted Hardware based Database with Privacy and Data Confidentiality	2011	SIGMOD	0.00020773783
1,291	SMCQL: Secure Querying for Federated Databases	2017	VLDB	0.00012771034
2,116	Two Can Keep a Secret: A Distributed Architecture for Secure Database Services	2005	CIDR	9.5135165e-05
2,173	AJAR: Aggregations and Joins over Annotated Relations	2016	PODS	9.3767985e-05
2,549	Efficient Oblivious Database Joins	2020	VLDB	8.5572389e-05
2,651	Shrinkwrap: Efficient SQL Query Processing in Differentially Private Data Federations	2019	VLDB	8.3680222e-05
2,885	Secure Database-as-a-Service with Cipherbase	2013	SIGMOD	7.9656929e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,430	Towards a Worst-Case I/O-Optimal Algorithm for Acyclic Joins	2016	PODS	6.1879319e-05
7,060	Fast Matrix Multiplication for Query Processing	2024	PODS	4.8401037e-05
4,709	Instance and Output Optimal Parallel Algorithms for Acyclic Joins	2019	PODS	5.9744219e-05
2,549	Efficient Oblivious Database Joins	2020	VLDB	8.5572389e-05
8,035	Instance-Optimal Acyclic Join Processing Without Regret: Engineering the Yannakakis Algorithm in Column Stores	2025	VLDB	4.5967078e-05
1,054	The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates	2017	SIGMOD	0.00014397587
8,972	Output-sensitive Conjunctive Query Evaluation	2024	PODS	4.4150824e-05
8,587	Output-Optimal Algorithms for Join-Aggregate Queries	2025	PODS	4.4853975e-05
7,465	Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees	2025	SIGMOD	4.7186055e-05
10,254	Secure Multi-Party Sampling over Joins	2026	VLDB	4.1905499e-05