Jul 1, 2024 · In this paper, we propose Aitia, the first two-party secure computation protocol for bivariate causal discovery. The protocol is based on ...
AITIA: Efficient Secure Computation of Bivariate Causal Discovery Truong Son Nguyen, Lun Wang, Evgenios M. Kornaropoulos, Ni Trieu CCS 2024 | pdf. Multiparty ...
Jun 30, 2024 · In this paper, we propose Aitia, the first two-party secure computation protocol for bivariate causal discovery.
DLSP 2024: 7th Deep Learning Security and Privacy Workshop. AITIA: Efficient Secure Computation of Bivariate Causal Discovery. Truong Son Nguyen, Lun Wang ...
Our paper "AITIA: Efficient Secure Computation of Bivariate Causal Discovery" is accepted at CCS'24! We co-design the machine learning algorithms and the ...
To evaluate the performance of the ANMs for bivariate cause discovery, we calculate the type 1 error rates. We consider two scenarios: (a) no association ...
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Jul 8, 2024 · Causal artificial intelligence and digital twins are transforming drug discovery and development. BACK TO NEWS. LATEST FROM AITIA.
Missing: Efficient Secure Computation Bivariate
AITIA: Efficient Secure Computation of Bivariate Causal Discovery, Truong Son Nguyen (Arizona State University) Lun Wang (Google) Evgenios M. Kornaropoulos ...
Conference Publications ; [CCS'24], AITIA: Efficient Secure Computation of Bivariate Causal Discovery ; [VLDB'24], Algorithmic Complexity Attacks on Dynamic ...
Aug 3, 2024 · Truong Son Nguyen, Lun Wang, Evgenios M. Kornaropoulos, Ni Trieu: AITIA: Efficient Secure Computation of Bivariate Causal Discovery.