Secure Networked Inference with Unreliable Data Sources

Nonfiction, Computers, Networking & Communications, Hardware, Computer Security, General Computing
Cover of the book Secure Networked Inference with Unreliable Data Sources by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney ISBN: 9789811323126
Publisher: Springer Singapore Publication: August 30, 2018
Imprint: Springer Language: English
Author: Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
ISBN: 9789811323126
Publisher: Springer Singapore
Publication: August 30, 2018
Imprint: Springer
Language: English

The book presents theory and algorithms for secure networked inference in the presence of Byzantines. It derives fundamental limits of networked inference in the presence of Byzantine data and designs robust strategies to ensure reliable performance for several practical network architectures. In particular, it addresses inference (or learning) processes such as detection, estimation or classification, and parallel, hierarchical, and fully decentralized (peer-to-peer) system architectures. Furthermore, it discusses a number of new directions and heuristics to tackle the problem of design complexity in these practical network architectures for inference.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The book presents theory and algorithms for secure networked inference in the presence of Byzantines. It derives fundamental limits of networked inference in the presence of Byzantine data and designs robust strategies to ensure reliable performance for several practical network architectures. In particular, it addresses inference (or learning) processes such as detection, estimation or classification, and parallel, hierarchical, and fully decentralized (peer-to-peer) system architectures. Furthermore, it discusses a number of new directions and heuristics to tackle the problem of design complexity in these practical network architectures for inference.

More books from Springer Singapore

Cover of the book Teacher Education In and For Uncertain Times by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Advances in Computational Intelligence by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Practical Approach to Peripheral Arterial Chronic Total Occlusions by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Synthesis of Zinc Oxide by Sol–Gel Method for Photoelectrochemical Cells by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Ocular and Visual Physiology by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book QoS Prediction in Cloud and Service Computing by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book The 2016 Mw 7.1 Kumamoto Earthquake by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book ICT Based Innovations by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Secure and Privacy-Preserving Data Communication in Internet of Things by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Sliding Mode Controllers for Power Electronic Converters by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Multilingualism in the Australian Suburbs by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Seamless Learning by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Socioeconomic Environmental Policies and Evaluations in Regional Science by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Cover of the book Whole Body Interaction with Public Displays by Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy