Privacy Preserving Data Mining
CRYPTO '00 Proceedings of the 20th Annual International Cryptology Conference on Advances in Cryptology
Unique Signatures and Verifiable Random Functions from the DH-DDH Separation
CRYPTO '02 Proceedings of the 22nd Annual International Cryptology Conference on Advances in Cryptology
Non-Interactive Oblivious Transfer and Spplications
CRYPTO '89 Proceedings of the 9th Annual International Cryptology Conference on Advances in Cryptology
Multiparty Computation from Threshold Homomorphic Encryption
EUROCRYPT '01 Proceedings of the International Conference on the Theory and Application of Cryptographic Techniques: Advances in Cryptology
Efficient Construction of (Distributed) Verifiable Random Functions
PKC '03 Proceedings of the 6th International Workshop on Theory and Practice in Public Key Cryptography: Public Key Cryptography
Privacy preserving association rule mining in vertically partitioned data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
FOCS '99 Proceedings of the 40th Annual Symposium on Foundations of Computer Science
Foundations of Cryptography: Volume 2, Basic Applications
Foundations of Cryptography: Volume 2, Basic Applications
Rational secret sharing and multiparty computation: extended abstract
STOC '04 Proceedings of the thirty-sixth annual ACM symposium on Theory of computing
Privately computing a distributed k-nn classifier
PKDD '04 Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases
Privacy-preserving clustering with distributed EM mixture modeling
Knowledge and Information Systems
Privacy-preserving distributed k-means clustering over arbitrarily partitioned data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Distributed privacy preserving information sharing
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Rational Secure Computation and Ideal Mechanism Design
FOCS '05 Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science
Proceedings of the twenty-fifth annual ACM symposium on Principles of distributed computing
On achieving the "best of both worlds" in secure multiparty computation
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing
Transforming semi-honest protocols to ensure accountability
Data & Knowledge Engineering
Complete fairness in secure two-party computation
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
Games for exchanging information
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
Privacy-preserving data mining in the malicious model
International Journal of Information and Computer Security
Fairness with an Honest Minority and a Rational Majority
TCC '09 Proceedings of the 6th Theory of Cryptography Conference on Theory of Cryptography
Security against covert adversaries: efficient protocols for realistic adversaries
TCC'07 Proceedings of the 4th conference on Theory of cryptography
Bridging game theory and cryptography: recent results and future directions
TCC'08 Proceedings of the 5th conference on Theory of cryptography
Cryptography and game theory: designing protocols for exchanging information
TCC'08 Proceedings of the 5th conference on Theory of cryptography
Incentive Compatible Distributed Data Mining
SOCIALCOM '10 Proceedings of the 2010 IEEE Second International Conference on Social Computing
Efficient privacy-preserving data mining in malicious model
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Privacy-preserving data mining in presence of covert adversaries
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
On honesty in sovereign information sharing
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Efficient rational secret sharing in standard communication networks
TCC'10 Proceedings of the 7th international conference on Theory of Cryptography
A verifiable random function with short proofs and keys
PKC'05 Proceedings of the 8th international conference on Theory and Practice in Public Key Cryptography
Rational secret sharing, revisited
SCN'06 Proceedings of the 5th international conference on Security and Cryptography for Networks
Rationality and adversarial behavior in multi-party computation
CRYPTO'06 Proceedings of the 26th annual international conference on Advances in Cryptology
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Privacy-preserving data mining has been an active research area in recent years due to privacy concerns in many distributed data mining settings. Protocols for privacy-preserving data mining have considered semi-honest, malicious, and covert adversarial models in cryptographic settings, whereby an adversary is assumed to follow, arbitrarily deviate from the protocol, or behaving somewhere in between these two, respectively. Semi-honest model provides weak security requiring small amount of computation, on the other hand, malicious and covert models provide strong security requiring expensive computations like homomorphic encryptions. However, game theory allows us to design protocols where parties are neither honest nor malicious but are instead viewed as rational and are assumed (only) to act in their own self-interest. In this paper, we build efficient and secure set-intersection protocol in gametheoretic setting using cryptographic primitives. Our construction avoids the use of expensive tools like homomorphic encryption and oblivious transfer. We also show that our protocol satisfies computational versions of strict Nash equilibrium and stability with respect to trembles.