Digital Forensics and Cyber Crime

17th EAI International Conference, ICDF2C 2026, Reykjavík, Iceland, September 8-10, 2026, Proceedings
Erscheinungsjahr 2026
ISBN: 978-3-032-37273-4
Verlag: Springer

Buch, Englisch, Band 720, 542 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 832 g

Reihe: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

This book constitutes the refereed proceedings of the 17th EAI International Conference on Digital Forensics and Cyber Crime, ICDF2C 2026, Reykjavík, Iceland, September 8–10, 2026.

The 30 full papers included in this book were carefully reviewed and selected from 123 submissions. They are organized into the following topical sections: AI Vulnerabilities; Detecting and Analysing GenAI Output; AI-Enhanced Investigations; Critical Infrastructure Resilience; Cryptography and Steganography; Encrypted Traffic Analysis; Software Analysis and Forensics; Evidence Triage and Threat Detection Tools; Ensuring Trust; and Human Factors.

Zielgruppe

Research

Autoren/Hrsg.

Neukirchen, Helmut

Choo, Kim-Kwang Raymond

Welsh, Thomas

Chan, Raymond

Fachgebiete

• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Netzwerksicherheit
• Mathematik | Informatik EDV | Informatik Angewandte Informatik
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit
• Mathematik | Informatik EDV | Informatik Betriebssysteme
• Mathematik | Informatik EDV | Informatik Informatik
• Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware

Inhaltsverzeichnis

.- AI Vulnerabilities.

.- How Real is Your Jailbreak? Fine-grained Jailbreak Evaluation with Anchored Reference.
.- MEEA: Mere Exposure Effect-Driven Confrontational Optimization for LLM Jailbreaking.
.- Exposing Vulnerabilities in AI-Based Malware Detectors: Adversarial, Backdoor, and Poisoning Attacks.

.- Detecting and Analysing GenAI Output.

.- FreDA: Training-Free Test-Time Adaptation for Deepfake Detection via Non-Parametric Cache Retrieval.
.- A Multi-stage Framework for Detection and Attribution of LLM-generated Text.
.- MARS: LLM Toxicity Mitigation via Multi-Dimensional Adaptive Representation Steering.

.- AI-Enhanced Investigations.

.- Multimodal Online Black Industry Discovery with Long-Context Compression.
.- Agentic AI Enhanced Security Workflow for Explainable Host-Based Intrusion Detection.
.- A methodology for producing recursive medical forensic image analysis responses using VLMs

.- Critical Infrastructure Resilience.

.- Unsupervised Detection of False Data Injection Attacks in Nuclear Radiation Dose Time Series Using Generative Models.
.- Quantifying Cyber Attack Impact on UAV-Based Nuclear Containment Inspection: A Forensic-Ready Simulation Framework.
.- R-FIGM: A Real-Time Forensic Intelligence Governance Model for Cyber Crisis Management in Critical Infrastructure.

.- Cryptography and Steganography.

.- RENet-Crypt: An Novel Image Encryption Method Based on Chaotic Systems and Invertible Neural Networks.
.- DDRN: Dynamic Key-Driven Deep Reversible Network for Medical Image Encryption.
.- AI-Assisted Steganography for Endpoint Protection in Adversarial Environments.

.- Encrypted Traffic Analysis.

.- DHGNN-MambaNet: Encrypted Tra?ic Analysis Based on Dual-Granularity Heterogeneous Graphs and Bidirectional Mamba.
.- Flash-Flood: A Low-Latency Generative Defense Against Website Fingerprinting Attacks.
.- A Forensic Framework for Detecting Ransomware Evidence Using Burst-Based Network Analysis.

.- Software Analysis and Forensics.

.- Visualizing Differences in Versions of Software Files.
.- SOMNIA: Disassembling ARM Binaries by Knowledge-aware Transfer Learning.
.- Role-Driven Comparative Forensic Analysis of an Android Marketplace Mobile Application.

.- Evidence Triage and Threat Detection Tools.

.- Risk-Based Digital Evidence Triage: A Framework for Artifact, Device, and Case Prioritization in Child Sexual Offense Investigations.
.- Hate Speech Detection in Digital Forensics: Autopsy Hate Speech Detector Plugin.
.- X4SFF-ITD: An Extensible and Explainable Plugin-Based Framework for Insider Threat Detection.

.- Ensuring Trust.

.- Leveraging Device Motion Events to Track Fraud in Remote Identity Verification.
.- FL-Forensics: A Blockchain-Enabled Framework for Forensic Accountability and Auditability in Federated Learning.
.- Chain-Resilience: A Blockchain-based Federated Continual Learning Framework for Defending Against Forgetting and Distrust.

.- Human Factors.

.- Human Factors in Cybersecurity in Icelandic Small and Medium-sized Enterprises.
.- Archetypical Modelling for Cybersecurity and Personal Data Protection for SMEs.
.- Temporal evolution and conceptual fragmentation of human behavior in social engineering cybersecurity.

.- Posters.

.- ENHANCED SECURITY OPERATIONS CENTER FOR CYBER THREAT DETECTION AND MITIGATION USING AGENTIC AI.