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Science of Cyber Security

5th International Conference, SciSec 2023, Melbourne, VIC, Australia, July 11–14, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Moti Yung

    1. Columbia University, New York, USA

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  2. Chao Chen

    1. RMIT University, Melbourne, Australia

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  3. Weizhi Meng

    1. Technical University of Denmark, Kongens Lyngby, Denmark

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14299)

Included in the following conference series:

Conference proceedings info: SciSec 2023.

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Table of contents (30 papers)

  1. Front Matter

    Pages i-xiv
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  2. Network and System Security

    1. Front Matter

      Pages 1-1
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    2. ACDroid: Detecting Collusion Applications on Smart Devices

      • Ning Xi, Yihuan He, Yuchen Zhang, Zhi Wang, Pengbin Feng
      Pages 3-22

    3. DomainIsolation: Lightweight Intra-enclave Isolation for Confidential Virtual Machines

      • Wenwen Ruan, Wenhao Wang, Shuang Liu, Ran Duan, Shoumeng Yan
      Pages 23-41

    4. Keeping Your Enemies Closer: Shedding Light on the Attacker’s Optimal Strategy

      • Weixia Cai, Huashan Chen, Feng Liu
      Pages 42-59

    5. Cyber Attacks Against Enterprise Networks: Characterization, Modeling and Forecasting

      • Zheyuan Sun, Maochao Xu, Kristin M. Schweitzer, Raymond M. Bateman, Alexander Kott, Shouhuai Xu
      Pages 60-81

  3. Cryptography and Authentication

    1. Front Matter

      Pages 83-83
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    2. MCVDSSE: Secure Multi-client Verifiable Dynamic Symmetric Searchable Encryption

      • Jinyang Li, Zhenfu Cao, Jiachen Shen, Xiaolei Dong
      Pages 85-96

    3. A Graphical Password Scheme Based on Rounded Image Selection

      • Xinyuan Qin, Wenjuan Li
      Pages 97-114

    4. Implementation of the Elliptic Curve Method

      • Xiuxiu Li, Wei Yu, Kunpeng Wang
      Pages 115-126

    5. Almost Injective and Invertible Encodings for Jacobi Quartic Curves

      • Xiuxiu Li, Wei Yu, Kunpeng Wang, Luying Li
      Pages 127-138

    6. SeeStar: An Efficient Starlink Asset Detection Framework

      • Linkang Zhang, Yunyang Qin, Yujia Zhu, Yifei Cheng, Zhen Jie, Qingyun Liu
      Pages 139-156

    7. Privacy-Enhanced Anonymous and Deniable Post-quantum X3DH

      • Kaiming Chen, Atsuko Miyaji, Yuntao Wang
      Pages 157-177

  4. AI for Security

    1. Front Matter

      Pages 179-179
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    2. Enhancing the Anti-steganalysis Ability of Image Steganography via Multiple Adversarial Networks

      • Bin Ma, Kun Li, Jian Xu, Chunpeng Wang, Jian Li, Liwei Zhang
      Pages 181-192

    3. An Empirical Study of AI Model’s Performance for Electricity Load Forecasting with Extreme Weather Conditions

      • Fusen Guo, Jian-Zhang Wu, Lei Pan
      Pages 193-204

  5. Threat Detection and Analysis

    1. Front Matter

      Pages 205-205
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    2. AST2Vec: A Robust Neural Code Representation for Malicious PowerShell Detection

      • Han Miao, Huaifeng Bao, Zixian Tang, Wenhao Li, Wen Wang, Huashan Chen et al.
      Pages 207-224

    3. Real-Time Aggregation for Massive Alerts Based on Dynamic Attack Granularity Graph

      • Haiping Wang, Binbin Li, Tianning Zang, Yifei Yang, Zisen Qi, Siyu Jia et al.
      Pages 225-243

    4. Decompilation Based Deep Binary-Source Function Matching

      • Xiaowei Wang, Zimu Yuan, Yang Xiao, Liyan Wang, Yican Yao, Haiming Chen et al.
      Pages 244-260
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  1. Science of Cyber Security

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About this book

This book constitutes the refereed proceedings of the 5th International Conference on Science of Cyber Security, SciSec 2023, held in Melbourne, VIC, Australia, during July 11–14, 2023. 

The 21 full papers presented together with 6 short papers were carefully reviewed and selected from 60 submissions. The papers are organized in the topical sections named: ​ACDroid: Detecting Collusion Applications on Smart Devices; Almost Injective and Invertible Encodings for Jacobi Quartic Curves; Decompilation Based Deep Binary-Source Function Matching.

Editors and Affiliations

  • Columbia University, New York, USA

    Moti Yung

  • RMIT University, Melbourne, Australia

    Chao Chen

  • Technical University of Denmark, Kongens Lyngby, Denmark

    Weizhi Meng

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