03574nam a22005415i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001500172072001500187072001600202072002300218072001400241072001500255245020600270250001800476264007200494300006500566336002600631337002600657338003600683347002400719490005900743505089200802520055701694650002102251650002602272650003202298650004902330650004202379650003902421650004002460700015502500700008002655710003402735773002602769776003602795776003602831830005902867856004602926912001402972912001502986912001403001999001703015978-981-97-2458-1DE-He21320251030112005.0cr nn 008mamaa240422s2024 si | s |||| 0|eng d a97898197245819978-981-97-2458-17 a10.1007/978-981-97-2458-12doi 4aQA76.9.A25 7aUR2bicssc 7aUTN2bicssc 7aCOM0530002bisacsh 7aUR2thema 7aUTN2thema10aMachine Learning for Cyber Securityh[electronic resource] :b5th International Conference, ML4CS 2023, Yanuca Island, Fiji, December 4–6, 2023, Proceedings /cedited by Dan Dongseong Kim, Chao Chen. a1st ed. 2024. 1aSingapore :bSpringer Nature Singapore :bImprint: Springer,c2024. aXII, 174 p. 69 illus., 59 illus. in color.bonline resource. atextbtxt2rdacontent acomputerbc2rdamedia aonline resourcebcr2rdacarrier atext filebPDF2rda1 aLecture Notes in Computer Science,x1611-3349 ;v145410 aKeystroke Transcription from Acoustic Emanations Using Continuous Wavelet Transform -- Strengthening Cyber Security Education Designing Robust Assessments for Chat GPT Generated Answers -- Pass File Graphical Password Authentication based on File Browsing Records -- On the Role of Similarity in Detecting Masquerading Files -- A Password-based Mutual Authenticated Key Exchange Scheme by Blockchain for WBAN -- Traffic Signal Timing Optimization Based on Intersection Importance in Vehicle Road Collaboration -- A client side watermarking with private class in Federated learning -- Research on Evasion and Detection of Malicious JavaScript Code -- Tackling Non IID for Federated Learning with Components Alignment -- Security on top of Security Detecting Malicious Firewall Policy Changes via K Means Clustering -- Penetrating Machine Learning Servers via Exploiting BMC Vulnerability. aThis book constitutes the referred proceedings of the 5th International Conference on Machine Learning for Cyber Security, ML4CS 2023, held in Yanuca Island, Fiji, during December 4–6, 2023. The 11 full papers presented in this book were carefully reviewed and selected from 35 submissions. They cover a variety of topics, including cybersecurity, AI security, machine learning security, encryption, authentication, data security and privacy, cybersecurity forensic analysis, vulnerability analysis, malware analysis, anomaly and intrusion detection. 0aData protection. 0aComputer engineering. 0aComputer networks .960157 0aComputer networksxSecurity measures.96394914aData and Information Security.96649224aComputer Engineering and Networks.24aMobile and Network Security.9663791 aKim, Dan Dongseong.eeditor.0(orcid)0000-0003-2605-187X1https://orcid.org/0000-0003-2605-187X4edt4http://id.loc.gov/vocabulary/relators/edt9755401 aChen, Chao.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9755412 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978981972457408iPrinted edition:z9789819724598 0aLecture Notes in Computer Science,x1611-3349 ;v1454140uhttps://doi.org/10.1007/978-981-97-2458-1 aZDB-2-SCS aZDB-2-SXCS aZDB-2-LNC c59291d59291