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Towards practical secure neural network inference: the journey so far and the road ahead
Neural networks (NNs) have become one of the most important tools for artificial
intelligence. Well-designed and trained NNs can perform inference (eg, make decisions or …
intelligence. Well-designed and trained NNs can perform inference (eg, make decisions or …
: Zero-Knowledge Proofs for Boolean and Arithmetic Circuits with Nested Disjunctions
Zero knowledge proofs are an important building block in many cryptographic applications.
Unfortunately, when the proof statements become very large, existing zero-knowledge proof …
Unfortunately, when the proof statements become very large, existing zero-knowledge proof …
Experimenting with collaborative {zk-SNARKs}:{Zero-Knowledge} proofs for distributed secrets
A zk-SNARK is a powerful cryptographic primitive that provides a succinct and efficiently
checkable argument that the prover has a witness to a public NP statement, without …
checkable argument that the prover has a witness to a public NP statement, without …
Stacking Sigmas: A Framework to Compose -Protocols for Disjunctions
Abstract Zero-Knowledge (ZK) Proofs for disjunctive statements have been a focus of a long
line of research. Classical results such as Cramer et al.[CRYPTO'94] and Abe et al.[AC'02] …
line of research. Classical results such as Cramer et al.[CRYPTO'94] and Abe et al.[AC'02] …
Speed-stacking: Fast sublinear zero-knowledge proofs for disjunctions
Building on recent compilers for efficient disjunctive composition (eg an OR of multiple
clauses) of zero-knowledge proofs (eg Goel et al.[EUROCRYPT'22]) we propose a new …
clauses) of zero-knowledge proofs (eg Goel et al.[EUROCRYPT'22]) we propose a new …
One hot garbling
Garbled Circuit (GC) is the main practical 2PC technique, yet despite great interest in its
performance, GC notoriously resists improvement. Essentially, we only know how to …
performance, GC notoriously resists improvement. Essentially, we only know how to …
Garbled circuit lookup tables with logarithmic number of ciphertexts
Garbled Circuit (GC) is a basic technique for practical secure computation. GC handles
Boolean circuits; it consumes significant network bandwidth to transmit encoded gate truth …
Boolean circuits; it consumes significant network bandwidth to transmit encoded gate truth …
Towards generic MPC compilers via variable instruction set architectures (VISAs)
In MPC, we usually represent programs as circuits. This is a poor fit for programs that use
complex control flow, as it is costly to compile control flow to circuits. This motivated prior …
complex control flow, as it is costly to compile control flow to circuits. This motivated prior …
An Efficient Privacy-Preserving Scheme for Weak Password Collection in Internet of Things against Perpetual Leakage
C Jiang, C Xu, X Dong, K Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Password-based authentication is widely applied in Internet of Things (IoT). It allows IoT
devices to identify users with passwords to resist unauthorized access. However, choices of …
devices to identify users with passwords to resist unauthorized access. However, choices of …
Vasa: Vector aes instructions for security applications
Due to standardization, AES is today's most widely used block cipher. Its security is well-
studied and hardware acceleration is available on a variety of platforms. Following the …
studied and hardware acceleration is available on a variety of platforms. Following the …