Engineering Dependable and Secure Machine Learning Systems

Language: English

Published by Springer, Springer International Publishing Nov 2020, 2020

303062143X / 9783030621438

Series: Book 355 of 578 - Communications in Computer and Information Science

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This item is printed on demand - Print on Demand Titel. Neuware -Quality Management of Deep Learning Systems.- Can Attention Masks Improve Adversarial Robustness .- Learner-Independent Data Omission Attacks.- Extraction of Complex DNN Models: Real Threat or Boogeyman .- Principal Component Properties of Adversarial Samples.- FreaAI: Automated extraction of data slices to test machine learning models.- Density estimation in representation space to predict model uncertainty.- Automated detection of drift in deep learning based classifiers using network embedding.- Quality of syntactic implication of RL-based sentence summarization.- Dependable Neural Networks for Safety Critical Tasks.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 152 pp. Englisch.

Seller Inventory # 9783030621438

Title
Engineering Dependable and Secure Machine Learning Systems
Author
Onn Shehory
Publisher
Springer, Springer International Publishing Nov 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
303062143X
ISBN 13
9783030621438
Item weight
242 grams
Dimensions
235x155x9 mm
Series
Book 355 of 578: Communications in Computer and Information Science

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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