Verifiable secret sharing and multiparty protocols with honest majority
STOC '89 Proceedings of the twenty-first annual ACM symposium on Theory of computing
Efficient oblivious transfer protocols
SODA '01 Proceedings of the twelfth annual ACM-SIAM symposium on Discrete algorithms
Multiparty Computation from Threshold Homomorphic Encryption
EUROCRYPT '01 Proceedings of the International Conference on the Theory and Application of Cryptographic Techniques: Advances in Cryptology
Private collaborative forecasting and benchmarking
Proceedings of the 2004 ACM workshop on Privacy in the electronic society
Fairplay—a secure two-party computation system
SSYM'04 Proceedings of the 13th conference on USENIX Security Symposium - Volume 13
Secure two-party k-means clustering
Proceedings of the 14th ACM conference on Computer and communications security
Privacy preserving error resilient dna searching through oblivious automata
Proceedings of the 14th ACM conference on Computer and communications security
Homomorphic encryption and secure comparison
International Journal of Applied Cryptography
How to generate and exchange secrets
SFCS '86 Proceedings of the 27th Annual Symposium on Foundations of Computer Science
ACNS '07 Proceedings of the 5th international conference on Applied Cryptography and Network Security
Secure Biometric Authentication with Improved Accuracy
ACISP '08 Proceedings of the 13th Australasian conference on Information Security and Privacy
Improved Garbled Circuit: Free XOR Gates and Applications
ICALP '08 Proceedings of the 35th international colloquium on Automata, Languages and Programming, Part II
Implementing Two-Party Computation Efficiently with Security Against Malicious Adversaries
SCN '08 Proceedings of the 6th international conference on Security and Cryptography for Networks
Asynchronous Multiparty Computation: Theory and Implementation
Irvine Proceedings of the 12th International Conference on Practice and Theory in Public Key Cryptography: PKC '09
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
Privacy-Preserving Face Recognition
PETS '09 Proceedings of the 9th International Symposium on Privacy Enhancing Technologies
Improved Garbled Circuit Building Blocks and Applications to Auctions and Computing Minima
CANS '09 Proceedings of the 8th International Conference on Cryptology and Network Security
Secure Two-Party Computation Is Practical
ASIACRYPT '09 Proceedings of the 15th International Conference on the Theory and Application of Cryptology and Information Security: Advances in Cryptology
Public-key cryptosystems based on composite degree residuosity classes
EUROCRYPT'99 Proceedings of the 17th international conference on Theory and application of cryptographic techniques
An application of the Goldwasser-Micali cryptosystem to biometric authentication
ACISP'07 Proceedings of the 12th Australasian conference on Information security and privacy
SCiFI - A System for Secure Face Identification
SP '10 Proceedings of the 2010 IEEE Symposium on Security and Privacy
Privacy-preserving fingercode authentication
Proceedings of the 12th ACM workshop on Multimedia and security
TASTY: tool for automating secure two-party computations
Proceedings of the 17th ACM conference on Computer and communications security
Efficient privacy-preserving face recognition
ICISC'09 Proceedings of the 12th international conference on Information security and cryptology
A Private and Reliable Recommendation System for Social Networks
SOCIALCOM '10 Proceedings of the 2010 IEEE Second International Conference on Social Computing
Secure computation with fixed-point numbers
FC'10 Proceedings of the 14th international conference on Financial Cryptography and Data Security
Filterbank-based fingerprint matching
IEEE Transactions on Image Processing
IEEE Transactions on Circuits and Systems for Video Technology
On the security of the "Free-XOR" technique
TCC'12 Proceedings of the 9th international conference on Theory of Cryptography
ACISP'12 Proceedings of the 17th Australasian conference on Information Security and Privacy
Faster secure two-party computation with less memory
Proceedings of the 8th ACM SIGSAC symposium on Information, computer and communications security
Reliable medical recommendation systems with patient privacy
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Secure pattern matching using somewhat homomorphic encryption
Proceedings of the 2013 ACM workshop on Cloud computing security workshop
Secure and verifiable outsourcing of large-scale biometric computations
ACM Transactions on Information and System Security (TISSEC)
Secure outsourced computation of iris matching
Journal of Computer Security
EsPRESSO: Efficient privacy-preserving evaluation of sample set similarity
Journal of Computer Security
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Recent advances in biometric recognition and the increasing use of biometric data prompt significant privacy challenges associated with the possible misuse, loss, or theft of biometric data. Biometric matching is often performed by two mutually distrustful parties, one of which holds one biometric image while the other owns a possibly large biometric collection. Due to privacy and liability considerations, neither party is willing to share its data. This gives rise to the need to develop secure computation techniques over biometric data where no information is revealed to the parties except the outcome of the comparison or search. To address the problem, in this work we develop and implement the first privacy-preserving identification protocol for iris codes. We also design and implement a secure protocol for fingerprint identification based on FingerCodes with a substantial improvement in the performance compared to existing solutions. We show that new techniques and optimizations employed in this work allow us to achieve particularly efficient protocols suitable for large data sets and obtain notable performance gain compared to the state-of-the-art prior work.