Faster private decision tree evaluation for batched input from homomorphic encryption
Privacy-preserving decision tree evaluation (PDTE) allows a client that holds feature vectors
to perform inferences against a decision tree model on the server side without revealing …
to perform inferences against a decision tree model on the server side without revealing …
Private approximate nearest neighbor search for on-chain data based on locality-sensitive hashing
S Shang, X Du, X Wang, A Liu - Future Generation Computer Systems, 2025 - Elsevier
Blockchain manages data with immutability, decentralization and traceability, offering new
solutions for traditional information systems and greatly facilitating data sharing. However …
solutions for traditional information systems and greatly facilitating data sharing. However …
UFC: A Unified Accelerator for Fully Homomorphic Encryption
Fully homomorphic encryption (FHE) is crucial for post-quantum privacy-preserving
computing. Researchers have proposed various FHE schemes that excel at different …
computing. Researchers have proposed various FHE schemes that excel at different …
GraSS: Graph-based Similarity Search on Encrypted Query
Similarity search, ie, retrieving vectors in a database that are similar to a query, is the
backbone of many applications. Especially, graph-based methods show state-of-the-art …
backbone of many applications. Especially, graph-based methods show state-of-the-art …