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Cyber Security Cryptography and Machine Learning

Cyber Security Cryptography and Machine Learning

Fourth International Symposium, CSCML 2020, Be'er Sheva, Israel, July 2-3, 2020, Proceedings

by Shlomi DolevVladimir Kolesnikov Sachin Lodha and others
Paperback
Publication Date: 04/06/2020

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Single Tweakey Cryptanalysis of Reduced-Round Skinny-64.- Zero-Knowledge to the Rescue: Consistent Redundant Backup of Keys Generated for Critical Financial Services.- Security Ranking of IoT Devices Using an AHP Model.- Robust Malicious Domain Detection.- NeuroGIFT: Using a Machine Learning Based Sat Solver for Cryptanalysis.- Can the Operator of a Drone be Located by Following the Drone's Path?.- Detecting Malicious Accounts on the Ethereum Blockchain with Supervised Learning.- Fast Polynomial Inversion for Post Quantum QC-MDPC Cryptography.- Efficient CORDIC-based Sine and Cosine Implementation for a Datafow Architecture.- SecureMCMR: Computation Outsourcing for MapReduce Applications.- Evasion is not enough: A Case Study of Android Malware.- Toward Self-Stabilizing Blockchain, Reconstructing Totally Erased Blockchain.- A Recommender System for Efficient Implementation of Privacy Preserving Machine Learning Primitives based on FHE.- Comparison of DNS based Methods for Detecting Malicious Domains.- Average-case Competitive Ratio for Evaluating Scheduling Algorithms of Multi-user Cache.- CryptoRNN - Privacy-Preserving Recurrent Neural Networks using Homomorphic Encryption.

ISBN:
9783030497842
9783030497842
Category:
Computer security
Format:
Paperback
Publication Date:
04-06-2020
Language:
English
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Dimensions (mm):
235x155mm
Weight:
0.45kg

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