Titlebook: Cyber Security Cryptography and Machine Learning; Fourth International Shlomi Dolev,Vladimir Kolesnikov,Gera Weiss Conference proceedings 2

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NeuroGIFT: Using a Machine Learning Based Sat Solver for Cryptanalysis,uroSat is its scaling to large problems. We conjecture that this lack of scaling is due to learning an all-purpose SAT solver, and that learning to solve specialized SAT problems instead should yield better results. In this article, we evaluate our hypothesis by training and testing NeuroSat on SAT

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,Detecting Malicious Accounts on the Ethereum Blockchain with Supervised Learning,. The participants in the Ethereum platform are ‘pseudo-anonymous’ and same user can have multiple accounts under multiple cryptographic identities. As a result, detecting malicious users engaged in fraudulent activities as well as attribution are quite difficult. In the recent past, multiple such a

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Fast Polynomial Inversion for Post Quantum QC-MDPC Cryptography,ging tradeoffs between communication bandwidth and computational overheads. An interesting case is the set of QC-MDPC based KEMs. Here, schemes that use the Niederreiter framework require only half the communication bandwidth compared to schemes that use the McEliece framework. However, this require

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Efficient CORDIC-Based Sine and Cosine Implementation for a Dataflow Architecture,The edges represent a data value being transformed by a dataflow node. Such an architecture can allow exploitation of parallelism, code sharing, and out-of-order execution. The dataflow nodes include operations from a small set of operators: logical operations, switching, addition/subtraction, and m

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SecureMCMR: Computation Outsourcing for MapReduce Applications, security and confidentiality of sensitive data passed through these infrastructures is of great importance. We present SecureMCMR, a system that utilizes two public clouds for privacy preserving computation outsourcing for MapReduce applications. We also present analysis of 87 MapReduce application

MENT

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Toward Self-stabilizing Blockchain, Reconstructing Totally Erased Blockchain (Preliminary Version), common uses is for crypto-currencies, where they serve as a structure to store all the transactions publicly, securely, and hopefully irreversibly. Blockchains can be permissionless, where everyone can join and potentially contribute the blockchain, and permissioned, where only a few members (usual

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