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Data and Applications Security and Privacy XXXV

35th Annual IFIP WG 11.3 Conference, DBSec 2021, Calgary, Canada, July 19–20, 2021, Proceedings

Conference proceedings info: DBSec 2021.

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Table of contents (23 papers)

  1. Front Matter

    Pages i-xi
  2. Differential Privacy

    1. Front Matter

      Pages 1-1
    2. Comparing Local and Central Differential Privacy Using Membership Inference Attacks

      • Daniel Bernau, Jonas Robl, Philip W. Grassal, Steffen Schneider, Florian Kerschbaum
      Pages 22-42
  3. Cryptology I

    1. Front Matter

      Pages 61-61
    2. Distributed Query Evaluation over Encrypted Data

      • Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Giovanni Livraga, Stefano Paraboschi, Pierangela Samarati
      Pages 96-114
  4. Cryptology II

    1. Front Matter

      Pages 115-115
    2. Multi-party Private Set Operations with an External Decider

      • Sara Ramezanian, Tommi Meskanen, Valtteri Niemi
      Pages 117-135
    3. Encrypted-Input Obfuscation of Image Classifiers

      • Giovanni Di Crescenzo, Lisa Bahler, Brian A. Coan, Kurt Rohloff, David B. Cousins, Yuriy Polyakov
      Pages 136-156
    4. Preserving Privacy of Co-occurring Keywords over Encrypted Data

      • D. V. N. Siva Kumar, P. Santhi Thilagam
      Pages 157-168
  5. Machine Learning

    1. Front Matter

      Pages 169-169
    2. Access Control Policy Generation from User Stories Using Machine Learning

      • John Heaps, Ram Krishnan, Yufei Huang, Jianwei Niu, Ravi Sandhu
      Pages 171-188
    3. PDF Malware Detection Using Visualization and Machine Learning

      • Ching-Yuan Liu, Min-Yi Chiu, Qi-Xian Huang, Hung-Min Sun
      Pages 209-220
    4. Deep Learning for Detecting Network Attacks: An End-to-End Approach

      • Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu
      Pages 221-234
  6. Potpourri I

    1. Front Matter

      Pages 235-235

Other Volumes

  1. Data and Applications Security and Privacy XXXV

    35th Annual IFIP WG 11.3 Conference, DBSec 2021, Calgary, Canada, July 19–20, 2021, Proceedings

About this book

This book constitutes the refereed proceedings of the 35th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy, DBSec 2021, held in Calgary, Canada, in July 2021.*

The 15 full papers and 8 short papers presented were carefully reviewed and selected from 45 submissions. The papers present high-quality original research from academia, industry, and government on theoretical and practical aspects of information security. They are organized in topical sections named differential privacy, cryptology, machine learning, access control and others.

*The conference was held virtually due to the COVID-19 pandemic.

Keywords

  • access control
  • artificial intelligence
  • authentication
  • computer networks
  • computer science
  • computer security
  • computer systems
  • cryptography
  • data mining
  • data privacy
  • data security
  • databases
  • internet
  • machine learning
  • network protocols
  • network security
  • privacy
  • privacy preserving
  • security systems
  • telecommunication networks

Editors and Affiliations

  • University of Calgary, Calgary, Canada

    Ken Barker

  • State University of New York at Canton, Canton, USA

    Kambiz Ghazinour

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-81242-3
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.99
Price excludes VAT (USA)