MPG.eBooks - Search Results - "differential privacy"

1

Differential Privacy and Applications

by Zhu, Tianqing, Li, Gang, Zhou, Wanlei, Yu, Philip S.
Published 2017

Springer International Publishing

Table of Contents: “...Preliminary of Differential Privacy -- Differentially Private Data Publishing: Settings...”

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2

Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III

Published 2021

Springer International Publishing

Table of Contents: “...Combinatorial optimization -- large-scale optimization and differential privacy -- boosting...”

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3

Privacy-preserving machine learning

by Chang, J. Morris, Zhuang, Di, Samaraweera, Dumindu
Published 2022

Manning Publications

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4

Privacy-preserving machine learning

by Chang, Morris, Samaraweera, Dumindu, Zhuang, Di
Published 2023

Manning Publications

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5

Modeling Decisions for Artificial Intelligence : 20th International Conference, MDAI 2023, Umeå, Sweden, June 19–22, 2023, Proceedings

Published 2023

Springer Nature Switzerland

Table of Contents: “... privacy -- Local Differential Privacy Protocol for Making Key{Value Data Robust against Poisoning Attacks...”

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6

Privacy-preserving machine learning

by Chang, Morris, Samaraweera, Dumindu, Zhuang, Di
Published 2023

Manning Publications

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7

Synthetic Data for Deep Learning

by Nikolenko, Sergey I.
Published 2021

Springer International Publishing

“... realistic and/or adapting the models to be trained on synthetic data and differential privacy for generating...”

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8

Artificial Intelligence Security and Privacy : First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3–5, 2023, Pro...

Published 2024

Springer Nature Singapore

Table of Contents: “...-supervised Learning -- Personalized Differential Privacy in the Shuffle Model -- MKD: Mutual Knowledge...”

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9

Privacy in Statistical Databases : International Conference, PSD 2022, Paris, France, September 21–23, 2022, Proceedings

Published 2022

Springer International Publishing

Table of Contents: “... Comparison under Differential Privacy -- Asking The Proper Question: Adjusting Queries To Statistical...”

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10

PRIVACY-PRESERVING MACHINE LEARNING : a use-case-driven approach to develop and protecting ML pipelines from privacy and security threats

by Aravilli, Srinivasa Rao
Published 2024

Packt Publishing Ltd.

“... and differential privacy. Dedicated sections also address data in-memory attacks and strategies for safeguarding...”

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11

Federated Learning : Fundamentals and Advances

by Jin, Yaochu, Zhu, Hangyu, Xu, Jinjin, Chen, Yang
Published 2023

Springer Nature Singapore

“... computation, differential privacy, and homomorphic encryption, followed by a detailed description of federated...”

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12

Advances in Knowledge Discovery and Data Mining : 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II

Published 2013

Springer Berlin Heidelberg

Table of Contents: “... -- Differential Privacy Preserving Spectral Graph Analysis -- Sorted Nearest Neighborhood Clustering for Efficient...”

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13

Data Science : 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22–24, 2023, Proceedings, Part I

Published 2023

Springer Nature Singapore

Table of Contents: “...: Differential Privacy Protection Based on Stochastic Gradient Descent Optimization -- Study on Tourism Workers...”

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14

ECML PKDD 2018 Workshops : MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings

Published 2019

Springer International Publishing

Table of Contents: “... Strategies and Trend Correlation -- A differential privacy workflow for inference of parameters in the Rasch...”

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15

Artificial Intelligence and Cybersecurity : Theory and Applications

Published 2023

Springer International Publishing

Table of Contents: “... -- Differential Privacy: An Umbrella Review -- AI in Cyber Operations: Ethical and Legal Considerations for End...”

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16

Modeling Decisions for Artificial Intelligence : 19th International Conference, MDAI 2022, Sant Cugat, Spain, August 30 – September 2, 2022, Proceedings

Published 2022

Springer International Publishing

Table of Contents: “... -- Improvement of Estimate Distribution with Local Differential Privacy -- Geolocated Data Generation...”

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17

State of the Art Applications of Social Network Analysis

Published 2014

Springer International Publishing

Table of Contents: “... Analysis -- What should we protect? Defining differential privacy for social network analysis -- Complex...”

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18

Knowledge Science, Engineering and Management : 15th International Conference, KSEM 2022, Singapore, August 6–8, 2022, Proceedings, Part III

Published 2022

Springer International Publishing

Table of Contents: “... Differential Privacy...”

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19

Building machine learning pipelines : automating model life cycles with TensorFlow

by Hapke, Hannes Max, Nelson, Catherine
Published 2020

O'Reilly Media

“... Learn methods for adding privacy, including differential privacy with TensorFlow Privacy and federated...”

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20

Platform and Model Design for Responsible AI : Design and Build Resilient, Private, Fair, and Transparent Machine Learning Models

by Kapoor, Amita, Chatterjee, Sharmistha
Published 2023

Packt Publishing, Limited

Table of Contents: “... -- Incremental/continual ML training and retraining -- Scaling defense pipelines -- Enabling differential privacy...”

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