TY - GEN
T1 - Towards Secure Data Management using Multi-Cryptographic Solutions (Invited)
AU - Zhang, Shufan
AU - He, Xi
AU - Kundu, Ashish
AU - Maiyya, Sujaya
AU - Mehrotra, Sharad
AU - Sharma, Shantanu
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - Several secure data outsourcing systems incorporate various cryptographic techniques to balance security, functionalities, and efficiency. However, their security properties can be ad hoc and sometimes obscure. Our recent work, Secure Normal Form (SNF) [ICDE'24], presents a principled approach that allows data owners to define acceptable leakages of nonsensitive aspects of their data. This approach enables efficient processing of queries while ensuring no unintended leakage of sensitive information. In this paper, we discuss the benefits and challenges of implementing SNF within advanced computational environments and modern data management architectures. We argue that its applicability may extend beyond merely offloading secure query execution to the cloud.
AB - Several secure data outsourcing systems incorporate various cryptographic techniques to balance security, functionalities, and efficiency. However, their security properties can be ad hoc and sometimes obscure. Our recent work, Secure Normal Form (SNF) [ICDE'24], presents a principled approach that allows data owners to define acceptable leakages of nonsensitive aspects of their data. This approach enables efficient processing of queries while ensuring no unintended leakage of sensitive information. In this paper, we discuss the benefits and challenges of implementing SNF within advanced computational environments and modern data management architectures. We argue that its applicability may extend beyond merely offloading secure query execution to the cloud.
UR - https://www.scopus.com/pages/publications/105017633407
UR - https://www.scopus.com/pages/publications/105017633407#tab=citedBy
U2 - 10.1109/DAC63849.2025.11133019
DO - 10.1109/DAC63849.2025.11133019
M3 - Conference contribution
AN - SCOPUS:105017633407
T3 - Proceedings - Design Automation Conference
BT - 2025 62nd ACM/IEEE Design Automation Conference, DAC 2025
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 62nd ACM/IEEE Design Automation Conference, DAC 2025
Y2 - 22 June 2025 through 25 June 2025
ER -