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: 6089
Venue: SIGMOD
Year: 2021
Pagerank: 7.692511e-05
Overall Rank: 3,024 | 78.97%
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
2,146	HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database	2023	VLDB	9.4333516e-05
2,996	FedKNN: Secure Federated k-Nearest Neighbor Search	2024	SIGMOD	7.7586458e-05
3,159	Towards Practical Oblivious Join	2022	SIGMOD	7.4630494e-05
5,746	Hu-Fu: Efficient and Secure Spatial Queries over Data Federation	2022	VLDB	5.3420687e-05
5,992	Evaluating Datalog over Semirings: A Grounding-based Approach	2024	PODS	5.2415551e-05
6,898	Disclosure-Compliant Query Answering	2024	SIGMOD	4.8925595e-05
7,017	Query Evaluation by Circuits	2022	PODS	4.8603097e-05
7,467	Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees	2025	SIGMOD	4.7218691e-05
7,761	Space-Time Tradeoffs for Conjunctive Queries with Access Patterns	2023	PODS	4.658708e-05
8,285	Veil: A Storage and Communication Efficient Volume-Hiding Algorithm	2023	SIGMOD	4.5435639e-05
8,589	Output-Optimal Algorithms for Join-Aggregate Queries	2025	PODS	4.4897014e-05
9,652	Secure Sampling for Approximate Multi-party Query Processing	2023	SIGMOD	4.3109001e-05
10,186	NSHEDB: Noise-Sensitive Homomorphic Encrypted Database Query Engine	2026	SIGMOD	4.1945683e-05
10,254	Secure Multi-Party Sampling over Joins	2026	VLDB	4.1945683e-05
10,483	Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized	2025	SIGMOD	4.1945683e-05
10,531	SPECIAL: Synopsis Assisted Secure Collaborative Analytics	2025	VLDB	4.1945683e-05
10,544	Jodes: Efficient Oblivious Join in the Distributed Setting	2025	VLDB	4.1945683e-05
10,551	Avoiding Materialisation for Guarded Aggregate Queries	2025	VLDB	4.1945683e-05
10,653	Alchemy: A Query Optimization Framework for Oblivious SQL	2025	VLDB	4.1945683e-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
453	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022741848
459	Processing Analytical Queries over Encrypted Data	2013	VLDB	0.00022627746
534	TrustedDB: A Trusted Hardware based Database with Privacy and Data Confidentiality	2011	SIGMOD	0.00020729713
1,307	SMCQL: Secure Querying for Federated Databases	2017	VLDB	0.0001266709
2,119	Two Can Keep a Secret: A Distributed Architecture for Secure Database Services	2005	CIDR	9.5090272e-05
2,169	AJAR: Aggregations and Joins over Annotated Relations	2016	PODS	9.3845975e-05
2,670	Efficient Oblivious Database Joins	2020	VLDB	8.3379158e-05
2,673	Shrinkwrap: Efficient SQL Query Processing in Differentially Private Data Federations	2019	VLDB	8.3333418e-05
2,895	Secure Database-as-a-Service with Cipherbase	2013	SIGMOD	7.9452296e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,432	Towards a Worst-Case I/O-Optimal Algorithm for Acyclic Joins	2016	PODS	6.1938383e-05
7,065	Fast Matrix Multiplication for Query Processing	2024	PODS	4.8447515e-05
4,708	Instance and Output Optimal Parallel Algorithms for Acyclic Joins	2019	PODS	5.980172e-05
2,670	Efficient Oblivious Database Joins	2020	VLDB	8.3379158e-05
8,034	Instance-Optimal Acyclic Join Processing Without Regret: Engineering the Yannakakis Algorithm in Column Stores	2025	VLDB	4.6010599e-05
1,056	The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates	2017	SIGMOD	0.0001441128
8,966	Output-sensitive Conjunctive Query Evaluation	2024	PODS	4.4193184e-05
8,589	Output-Optimal Algorithms for Join-Aggregate Queries	2025	PODS	4.4897014e-05
7,467	Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees	2025	SIGMOD	4.7218691e-05
10,254	Secure Multi-Party Sampling over Joins	2026	VLDB	4.1945683e-05