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Machine Learning Algorithms : Adversarial Robustness in Signal Processing / Fuwei Li, Lifeng Lai, Shuguang Cui
| Machine Learning Algorithms : Adversarial Robustness in Signal Processing / Fuwei Li, Lifeng Lai, Shuguang Cui |
| Autore | Li, Fuwei |
| Pubbl/distr/stampa | Cham, : Springer, 2022 |
| Descrizione fisica | ix, 104 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Cui, Shuguang
Lai, Lifeng |
| Soggetto topico |
62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020]
62J05 - Linear regression; mixed models [MSC 2020] 62J07 - Ridge regression; shrinkage estimators (Lasso) [MSC 2020] 68-XX - Computer science [MSC 2020] 68M18 - Wireless sensor networks as related to computer science [MSC 2020] 68M25 - Computer security [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 94A12 - Signal theory (characterization, reconstruction, filtering, etc.) [MSC 2020] |
| Soggetto non controllato |
Adversarial attack
Adversarial machine learning Adversarial robustness Alternating optimization Bi-level optimization Interpretable machine learning Linear regression Machine learning Non-convex optimization Principal component analysis Security-critical machine learning Signal processing Subspace learning |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0277808 |
Li, Fuwei
|
||
| Cham, : Springer, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Machine Learning Algorithms : Adversarial Robustness in Signal Processing / Fuwei Li, Lifeng Lai, Shuguang Cui
| Machine Learning Algorithms : Adversarial Robustness in Signal Processing / Fuwei Li, Lifeng Lai, Shuguang Cui |
| Autore | Li, Fuwei |
| Pubbl/distr/stampa | Cham, : Springer, 2022 |
| Descrizione fisica | ix, 104 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Cui, Shuguang
Lai, Lifeng |
| Soggetto topico |
62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020]
62J05 - Linear regression; mixed models [MSC 2020] 62J07 - Ridge regression; shrinkage estimators (Lasso) [MSC 2020] 68-XX - Computer science [MSC 2020] 68M18 - Wireless sensor networks as related to computer science [MSC 2020] 68M25 - Computer security [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 94A12 - Signal theory (characterization, reconstruction, filtering, etc.) [MSC 2020] |
| Soggetto non controllato |
Adversarial attack
Adversarial machine learning Adversarial robustness Alternating optimization Bi-level optimization Interpretable machine learning Linear regression Machine learning Non-convex optimization Principal component analysis Security-critical machine learning Signal processing Subspace learning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00277808 |
|
Li, Fuwei
|
||
| Cham, : Springer, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||