02679nam0 22005653i 450 VAN0027780820240806101549.70N978303116375320240612d2022 |0itac50 baengCH|||| |||||Machine Learning AlgorithmsAdversarial Robustness in Signal ProcessingFuwei Li, Lifeng Lai, Shuguang CuiChamSpringer2022ix, 104 p.ill.24 cm001VAN001195682001 Wireless Networks210 ChamSpringer2015-62H25Factor analysis and principal components; correspondence analysis [MSC 2020]VANC025575MF62J05Linear regression; mixed models [MSC 2020]VANC023156MF62J07Ridge regression; shrinkage estimators (Lasso) [MSC 2020]VANC031204MF68-XXComputer science [MSC 2020]VANC019670MF68M18Wireless sensor networks as related to computer science [MSC 2020]VANC037899MF68M25Computer security [MSC 2020]VANC036400MF68T05Learning and adaptive systems in artificial intelligence [MSC 2020]VANC023390MF94A12Signal theory (characterization, reconstruction, filtering, etc.) [MSC 2020]VANC023237MFAdversarial attackKW:KAdversarial machine learningKW:KAdversarial robustnessKW:KAlternating optimizationKW:KBi-level optimizationKW:KInterpretable machine learningKW:KLinear regressionKW:KMachine learningKW:KNon-convex optimizationKW:KPrincipal component analysisKW:KSecurity-critical machine learningKW:KSignal processingKW:KSubspace learningKW:KCHChamVANL001889LiFuweiVANV2303491264729CuiShuguangVANV2303511726232LaiLifengVANV2303501739972Springer <editore>VANV108073650ITSOL20241115RICAhttps://doi.org/10.1007/978-3-031-16375-3E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN00277808BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08DLOAD e-Book 8792 08eMF8792 20240618 Machine Learning Algorithms4164679UNICAMPANIA