Контакт
Как се пазарува?
Доставка
Наръчник за пазаруване
Digital Watermarking for Machine Learning Model
Techniques, Protocols and Applications
Английски език
406 b
30 дни за връщане на стоката
Клиентите са закупили също
/
С меки корици
46.45
€
90.84 лв
/
С меки корици
12.37
€
24.20 лв
Machine learning (ML) models, especially large pretrained deep learning (DL) models, are of high economic value and must be properly protected with regard to intellectual property rights (IPR). Model watermarking methods are proposed to embed watermarks into the target model, so that, in the event it is stolen, the model's owner can extract the pre-defined watermarks to assert ownership. Model watermarking methods adopt frequently used techniques like backdoor training, multi-task learning, decision boundary analysis etc. to generate secret conditions that constitute model watermarks or fingerprints only known to model owners. These methods have little or no effect on model performance, which makes them applicable to a wide variety of contexts. In terms of robustness, embedded watermarks must be robustly detectable against varying adversarial attacks that attempt to remove the watermarks. The efficacy of model watermarking methods is showcased in diverse applications including image classification, image generation, image captions, natural language processing and reinforcement learning.
Информация за книгата
Английски език
Подарете тази книга днес
Лесно е
1 Добавете книгата в количката си и изберете Доставка като подарък 2 В замяна ще ви изпратим ваучер 3 Книгата ще пристигне на адреса на получателяМоже би ще Ви заинтересува
/
С меки корици
7.66
€
14.98 лв
/
С твърди корици
108.69
€
212.58 лв
/
С меки корици
9.83
€
19.23 лв
/
С твърди корици
45.82
€
89.63 лв
/
С меки корици
48.16
€
94.18 лв
/
С меки корици
64.78
€
126.70 лв
Здравейте! Аз съм Libroamiko, вашият книжен съветник.
Как мога да ви помогна?