Skip to main content
Springer Nature Link
Account

Digital Forensics and Cyber Crime

15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9–10, 2024, Proceedings, Part I

  • Conference proceedings
  • © 2025

Overview

Editors:
  1. Sanjay Goel

    1. University of Albany, Albany, USA

  2. Ersin Uzun

    1. Rochester Institute of Technology, Rochester, USA

  3. Mengjun Xie

    1. University of Tennessee at Chattanooga, Chattanooga, USA

  4. Sumantra Sarkar

    1. Binghamton University, Binghamton, USA

Included in the following conference series:

Conference proceedings info: ICDF2C 2024.

  • 2264 Accesses

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

About this book

The two-volume set, LNICST 613 and 614, constitutes the refereed post-conference proceedings of the 15th EAI International Conference on Digital Forensics and Cyber Crime, ICDF2C 2024, held in Dubrovnik, Croatia, during October 9–10, 2024.

The 40 full papers presented here were carefully selected and reviewed from 90 submissions. These papers have been organized in the following topical sections:

Part I- Artificial Intelligence & Security; Multimedia Forensics; Intrusion Detection; Intrusion and Fraud Detection; Large Language Models, Advances in Security and Forensics; Advances in Security and Forensics.

Part II- Security Analytics, Threat Intelligence, Multimedia Forensics; Generative AI, Emerging Threats.

Similar content being viewed by others

Keywords

Table of contents (20 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Artificial Intelligence and Security

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Hacking Mobile Biometrics with the Photograph of a Fingerprint

      • Sarah Dill, Joseph Hommel, Justin Kennedy, Vaughn Woerpel, Justin Pelletier
      Pages 3-16

    3. Multi-tool Approach for Advanced Quantum Key Distribution Network Modeling

      • Ivan Cvitić, Dragan Peraković, Josip Vladava, Karlo Gavrilović
      Pages 17-37

    4. Deep Learning Methods for Intrusion Detection Systems on the CSE-CIC-IDS2018 Dataset: A Review

      • Yuksel Celik, Erdal Basaran, Sanjay Goel
      Pages 38-65

    5. CTIMiner: Cyber Threat Intelligence Mining Using Adaptive Multi-task Adversarial Active Learning

      • Chunyan Ma, Zhengwei Jiang, Kai Zhang, Jun Jiang, Peian Yang, Bo Xu et al.
      Pages 66-85

  3. Multimedia Forensics

    1. Front Matter

      Pages 87-87
      Download chapter PDF

    2. Toward Forensic-Friendly AI: Integrating Blockchain with Federated Learning to Enhance AI Trustworthiness

      • Safiia Mohammed, Alioune Ngom
      Pages 89-99

    3. The Hidden Realms of Router Apps: Forensic Analysis of TP-Link Tether and ASUS Router

      • Akif Ozer, Umit Karabiyik
      Pages 100-112

    4. ENF Match with Masking: A New Method for Searching with Sparse Signal

      • Nicola Landro, Lorenzo Schiavone, Anselmo Castelo Branco Ferreira, Laurent Beslay
      Pages 113-128

    5. Lightweight Multi-tier IDS for UAV Networks: Enhancing UAV Zero-Day Attack Detection with Honeypot Threat Intelligence

      • Abdul Majid Jamil, Yue Cao, Naveed Ahmad, Aduwati Binti Sali, Mohammed Ali Alshare, Long Chen et al.
      Pages 129-150

  4. Intrusion Detection

    1. Front Matter

      Pages 151-151
      Download chapter PDF

    2. Reducing False Positives in Intrusion Detection System Alerts: A Novel Aggregation and Correlation Model

      • Hassan Jalil Hadi, Yue Cao, Faisal Bashir Hussain, Naveed Ahamad, Mohammed Ali Alshara, Insaf Ullah et al.
      Pages 153-167

    3. APTChaser: Cyber Threat Attribution via Attack Technique Modeling

      • Yiming Zhang, Peian Yang, Zhengwei Jiang, Chunyan Ma, Mengjiao Cui, Yizhe You
      Pages 168-185

    4. What Do We Know About the Psychology of Insider Threats?

      • Jukka Ruohonen, Mubashrah Saddiqa
      Pages 186-211

    5. A Digital Profiling Triage Model for Industrial Espionage

      • Jieun Dokko, Michael Shin
      Pages 212-230

  5. Intrusion and Fraud Detection

    1. Front Matter

      Pages 231-231
      Download chapter PDF

    2. Uncovering Fraudulent Patterns in USDT Transactions on the TRON Blockchain with EDA and Machine Learning Techniques

      • Yi Anson Lam, Kam-Pui Chow, Siu-Ming Yiu
      Pages 233-248

    3. Sky-Eye: Detect Multi-stage Cyber Attacks at the Bigger Picture

      • Pengcheng Bi, Qi Wang, Zhuohang Lv, Xiaochun Yun, Tianning Zang
      Pages 249-266

    4. ATKHunter: Towards Automated Attack Detection by Behavior Pattern Learning

      • Yuedong Pan, Lixin Zhao, Chaofei Li, Tao Leng, Aimin Yu, Lijun Cai et al.
      Pages 267-282
Back to top

Other volumes

  1. Digital Forensics and Cyber Crime

  2. Digital Forensics and Cyber Crime

Editors and Affiliations

  • University of Albany, Albany, USA

    Sanjay Goel

  • Rochester Institute of Technology, Rochester, USA

    Ersin Uzun

  • University of Tennessee at Chattanooga, Chattanooga, USA

    Mengjun Xie

  • Binghamton University, Binghamton, USA

    Sumantra Sarkar

Accessibility Information

Accessibility information for this book is coming soon. We're working to make it available as quickly as possible. Thank you for your patience.

Bibliographic Information

Publish with us

Policies and ethics

Back to top