Information and Communications Security

1. Front Matter

   Pages i-xxv

   PDF

2. Blockchain and Federated Learning

   1. Front Matter

      Pages 1-1

      PDF

   2. The Golden Snitch: A Byzantine Fault Tolerant Protocol with Activity

      • Huimei Liao, Haixia Xu, Peili Li

      Pages 3-21

   3. Rectifying Administrated ERC20 Tokens

      • Nikolay Ivanov, Hanqing Guo, Qiben Yan

      Pages 22-37

   4. Moat: Model Agnostic Defense against Targeted Poisoning Attacks in Federated Learning

      • Arpan Manna, Harsh Kasyap, Somanath Tripathy

      Pages 38-55

3. Malware Analysis and Detection

   1. Front Matter

      Pages 57-57

      PDF

   2. Certified Malware in South Korea: A Localized Study of Breaches of Trust in Code-Signing PKI Ecosystem

      • Bumjun Kwon, Sanghyun Hong, Yuseok Jeon, Doowon Kim

      Pages 59-77

   3. GAN-Based Adversarial Patch for Malware C2 Traffic to Bypass DL Detector

      • Junnan Wang, Qixu Liu, Chaoge Liu, Jie Yin

      Pages 78-96

   4. Analyzing the Security of OTP 2FA in the Face of Malicious Terminals

      • Ahmed Tanvir Mahdad, Mohammed Jubur, Nitesh Saxena

      Pages 97-115

4. IoT Security

   1. Front Matter

      Pages 117-117

      PDF

   2. Disappeared Face: A Physical Adversarial Attack Method on Black-Box Face Detection Models

      • Chuan Zhou, Huiyun Jing, Xin He, Liming Wang, Kai Chen, Duohe Ma

      Pages 119-135

   3. HIAWare: Speculate Handwriting on Mobile Devices with Built-In Sensors

      • Jing Chen, Peidong Jiang, Kun He, Cheng Zeng, Ruiying Du

      Pages 136-152

   4. Studies of Keyboard Patterns in Passwords: Recognition, Characteristics and Strength Evolution

      • Kunyu Yang, Xuexian Hu, Qihui Zhang, Jianghong Wei, Wenfen Liu

      Pages 153-168

   5. CNN-Based Continuous Authentication on Smartphones with Auto Augmentation Search

      • Shaojiang Deng, Jiaxing Luo, Yantao Li

      Pages 169-186

   6. Generating Adversarial Point Clouds on Multi-modal Fusion Based 3D Object Detection Model

      • Huiying Wang, Huixin Shen, Boyang Zhang, Yu Wen, Dan Meng

      Pages 187-203

   7. Source Identification from In-Vehicle CAN-FD Signaling: What Can We Expect?

      • Yucheng Liu, Xiangxue Li

      Pages 204-223

   8. EmuIoTNet: An Emulated IoT Network for Dynamic Analysis

      • Qin Si, Lei Cui, Lun Li, Zhenquan Ding, Yongji Liu, Zhiyu Hao

      Pages 224-240

5. Software Security

   1. Front Matter

      Pages 241-241

      PDF

   2. ACGVD: Vulnerability Detection Based on Comprehensive Graph via Graph Neural Network with Attention

      • Min Li, Chunfang Li, Shuailou Li, Yanna Wu, Boyang Zhang, Yu Wen

      Pages 243-259

   3. TranFuzz: An Ensemble Black-Box Attack Framework Based on Domain Adaptation and Fuzzing

      • Hao Li, Shanqing Guo, Peng Tang, Chengyu Hu, Zhenxiang Chen

      Pages 260-275

This two-volume set LNCS 12918 - 12919 constitutes the refereed proceedings of the 23nd International Conference on Information and Communications Security, ICICS 2021, held in Chongqing, China, in September 2021. The 49 revised full papers presented in the book were carefully selected from 182 submissions. The papers in Part I are organized in the following thematic blocks:​ blockchain and federated learning; malware analysis and detection; IoT security; software security; Internet security; data-driven cybersecurity.

• Computer Science
• Informatics
• Conference Proceedings
• Research
• Applications

• Singapore Management University, Singapore, Singapore

  Debin Gao

• Tsinghua University, Beijing, China

  Qi Li

• Xi'an Jiaotong University, Xi'an, China

  Xiaohong Guan

• Chongqing University, Chongqing, China

  Xiaofeng Liao

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