000 05686nam a22006495i 4500
001 978-3-031-07689-3
003 DE-He213
005 20240730174655.0
007 cr nn 008mamaa
008 220530s2022 sz | s |||| 0|eng d
020 _a9783031076893
_9978-3-031-07689-3
024 7 _a10.1007/978-3-031-07689-3
_2doi
050 4 _aQA76.9.A25
072 7 _aUR
_2bicssc
072 7 _aUTN
_2bicssc
072 7 _aCOM053000
_2bisacsh
072 7 _aUR
_2thema
072 7 _aUTN
_2thema
082 0 4 _a005.8
_223
245 1 0 _aCyber Security, Cryptology, and Machine Learning
_h[electronic resource] :
_b6th International Symposium, CSCML 2022, Be'er Sheva, Israel, June 30 - July 1, 2022, Proceedings /
_cedited by Shlomi Dolev, Jonathan Katz, Amnon Meisels.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXIV, 508 p. 118 illus., 89 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13301
505 0 _aBlind Rotation in Fully Homomorphic Encryption with Extended Keys -- Monitoring Time Series With Missing Values: a Deep Probabilistic Approach -- Time, Memory and Accuracy Tradeoffs in Side-Channel Trace Profiling -- Design of Intrusion Detection System based on Logical Analysis of Data (LAD) using Information Gain Ratio -- Simulating a Coupon Collector -- On the undecidability of the Panopticon detection problem -- Privacy-Preserving Contrastive Explanations with Local Foil Trees -- Timing leakage analysis of non-constant-time NTT implementations with Harvey butterflies -- Predicting the direction of changes in the values of time series for relatively small training samples -- Machine-Learning Based Objective Function Selection for Community Detection -- Randomness for Randomness Testing -- Botnet attack identification based on SDN -- Setting up an anonymous gesture database as well as enhancing it with a verbal script simulator for rehabilitation applications -- Fake News Detection in Social Networks using Machine Learning and Trust -- Reinforcement Based User Scheduling for Cellular Communications -- A Heuristic Framework to search for Approximate Mutually Unbiased Bases -- Counter Mode for Long Messages and a Long Nonce -- Transfer learning for time series classification using synthetic data generation -- Non-Stopping Junctions via Traffic Scheduling -- Predicting subscriber usage: Analyzing multidimensional time-series using Convolutional Neural Networks -- Smart Cybercrime Classification for Digital Forensics with Small Datasets -- Auditable, Available and Resilient Private Computation on the Blockchain via MPC -- Union Buster: A Cross-Container Covert-Channel Exploiting Union Mounting -- Mutual Accountability Layer: Accountable Anonymity within Accountable Trust -- Faster Post-Quantum TLS handshakes Without Intermediate CA Certificates -- Enhancing Cybersecurity of Satellites at sub-THz Bands -- Polynomial Approximation of Inverse sqrt Function for FHE -- Detecting Clickbait in Online Social Media: You Won't Believe How We Did It -- Etherless Ethereum Tokens: Simulating Native Tokens in Ethereum -- A Linear-Time 2-Party Secure Merge Protocol -- FairMM: A Fast and Frontrunning-Resistant Crypto Market-Maker.-In-app Cryptographically-Enforced Selective Access Control for Microsoft Office and Similar Platforms -- Differentially-Private ``Draw and Discard'' Machine Learning: Training Distributed Models from Enormous Crowds -- Privacy Preserving Solution of DCOPs by Mediation -- BFLUT Bloom Filter for Private Look Up Tables.
520 _aThis book constitutes the refereed proceedings of the 6th International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2022, held in Be'er Sheva, Israel, in June - July 2022. The 24 full and 11 short papers presented together with a keynote paper in this volume were carefully reviewed and selected from 53 submissions. They deal with the theory, design, analysis, implementation, or application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in these research areas.
650 0 _aData protection.
_97245
650 0 _aApplication software.
_9113500
650 0 _aComputer networks .
_931572
650 0 _aMachine learning.
_91831
650 0 _aCryptography.
_91973
650 0 _aData encryption (Computer science).
_99168
650 1 4 _aData and Information Security.
_931990
650 2 4 _aComputer and Information Systems Applications.
_9113501
650 2 4 _aComputer Communication Networks.
_9113502
650 2 4 _aMachine Learning.
_91831
650 2 4 _aCryptology.
_931769
700 1 _aDolev, Shlomi.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9113503
700 1 _aKatz, Jonathan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9113504
700 1 _aMeisels, Amnon.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9113505
710 2 _aSpringerLink (Online service)
_9113506
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031076886
776 0 8 _iPrinted edition:
_z9783031076909
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13301
_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-07689-3
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c89558
_d89558