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Network and System Security

17th International Conference, NSS 2023, Canterbury, UK, August 14–16, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Shujun Li

    1. University of Kent, Canterbury, UK

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  2. Mark Manulis

    1. Universität der Bundeswehr München, München, Germany

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  3. Atsuko Miyaji

    1. Osaka University, Suita, Osaka, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13983)

Included in the following conference series:

Conference proceedings info: NSS 2023.

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Table of contents (21 papers)

  1. Front Matter

    Pages i-xiii
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  2. Attacks and Malware

    1. Front Matter

      Pages 1-1
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    2. Evaluating Rule-Based Global XAI Malware Detection Methods

      • Rui Li, Olga Gadyatskaya
      Pages 3-22

    3. Whitelisting for Characterizing and Monitoring Process Control Communication

      • Andreas Paul, Franka Schuster, Hartmut König
      Pages 23-45

    4. Detection of Malware Using Self-Attention Mechanism and Strings

      • Satoki Kanno, Mamoru Mimura
      Pages 46-60

    5. KDRM: Kernel Data Relocation Mechanism to Mitigate Privilege Escalation Attack

      • Hiroki Kuzuno, Toshihiro Yamauchi
      Pages 61-76

    6. The Effectiveness of Transformer-Based Models for BEC Attack Detection

      • Amirah Almutairi, BooJoong Kang, Nawfal Fadhel
      Pages 77-90

  3. Blockchain

    1. Front Matter

      Pages 91-91
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    2. Resilience of Blockchain Overlay Networks

      • Aristodemos Paphitis, Nicolas Kourtellis, Michael Sirivianos
      Pages 93-113

    3. Provably Secure Blockchain Protocols from Distributed Proof-of-Deep-Learning

      • Xiangyu Su, Mario Larangeira, Keisuke Tanaka
      Pages 114-136

    4. Security Model for Privacy-Preserving Blockchain-Based Cryptocurrency Systems

      • Mayank Raikwar, Shuang Wu, Kristian Gjøsteen
      Pages 137-152

  4. Cryptography and Privacy

    1. Front Matter

      Pages 153-153
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    2. Group Oriented Attribute-Based Encryption Scheme from Lattices with the Employment of Shamir’s Secret Sharing Scheme

      • Maharage Nisansala Sevwandi Perera, Toru Nakamura, Takashi Matsunaka, Hiroyuki Yokoyama, Kouichi Sakurai
      Pages 155-176

    3. New LDP Approach Using VAE

      • Andres Hernandez-Matamoros, Hiroaki Kikuchi
      Pages 177-191

  5. Machine Learning

    1. Front Matter

      Pages 193-193
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    2. Privacy-Preserving Federated Learning with Hierarchical Clustering to Improve Training on Non-IID Data

      • Songwei Luo, Shaojing Fu, Yuchuan Luo, Lin Liu, Yanxiang Deng, Shixiong Wang
      Pages 195-216

    3. RRML: Privacy Preserving Machine Learning Based on Random Response Technology

      • Jia Wang, Shiqing He, Qiuzhen Lin
      Pages 217-234

    4. SPoiL: Sybil-Based Untargeted Data Poisoning Attacks in Federated Learning

      • Zhuotao Lian, Chen Zhang, Kaixi Nan, Chunhua Su
      Pages 235-248

    5. Agnostic Label-Only Membership Inference Attack

      • Anna Monreale, Francesca Naretto, Simone Rizzo
      Pages 249-264Open Access

    6. ppAURORA: Privacy Preserving Area Under Receiver Operating Characteristic and Precision-Recall Curves

      • Ali Burak Ünal, Nico Pfeifer, Mete Akgün
      Pages 265-280
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Other volumes

  1. Network and System Security

Keywords

About this book

This book constitutes the refereed proceedings of the 17th International Conference on Network and System Security, NSS 2023, held in Canterbury, UK, August 14–16, 2023.

The 12 full and 9 short papers presented together with 2 invited talks in this book were carefully reviewed and selected from 64 submissions. They focus on Attacks and Malware, Blockchain, Security through Hardware, Machine learning and much more.

Editors and Affiliations

  • University of Kent, Canterbury, UK

    Shujun Li

  • Universität der Bundeswehr München, München, Germany

    Mark Manulis

  • Osaka University, Suita, Osaka, Japan

    Atsuko Miyaji

Bibliographic Information

  • Book Title: Network and System Security

  • Book Subtitle: 17th International Conference, NSS 2023, Canterbury, UK, August 14–16, 2023, Proceedings

  • Editors: Shujun Li, Mark Manulis, Atsuko Miyaji

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-39828-5

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-39827-8Published: 13 August 2023

  • eBook ISBN: 978-3-031-39828-5Published: 12 August 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIII, 398

  • Number of Illustrations: 22 b/w illustrations, 70 illustrations in colour

  • Topics: Mobile and Network Security, Security Services

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