Digital Forensics and Cyber Crime
Springer International Publishing (Verlag)
978-3-031-89359-9 (ISBN)
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.
.- Security Analytics, Threat Intelligence, Multimedia Forensics.
.- Assessing Threats: Security Boundary and Side-channel Attack Detection in the Metaverse.
.- EG-SAN: Evolving Graph Self-Attention Networks for Detecting Illicit Activities in Cryptocurrency.
.- Auto-TFCE: Automatic Tra ic Feature Code Extraction Method and Its Application in Cyber Security.
.- Improved Federated Learning Model Against Poisoning Attacks by Using Iterative Blockchain Validators.
.- ThreatResponder: Dynamic Markov-based Defense Mechanism for Real-time Cyber Threats.
.- Social Media Threat Intelligence: A Framework for Collecting and Categorizing Threat-Related Data.
.- A Comprehensive Survey on Basic Safety Message Attacks and Their Detection.
.- BGETC: An Encrypted Tra ic Classification Method Based on BERT and GRU.
.- AnGSL: Graph-Based Android Malware Detection Method.
.- Attention-Guided Contrastive Masked Autoencoders for Self-supervised Cross-modal Biometric Matching.
.- MSP: A Zero-latency Lightweight Website Fingerprinting Defense for Tor Network.
.- An IP Anti-Geolocation Method Based on Constructed Landmarks.
.- Burst Sequence Based Graph Neural Network for Video Tra ic Identification.
.- KP-WF: Cross-domain Few-shot Website Fingerprinting.
.- Generative AI, Emerging Threats.
.- Pixel-level Face Correction Task for More Generalized Deepfake Detection.
.- Evaluating and Extending Techniques for Fine-Grained Text-Topic Prediction for Digital Forensic Data.
.- Driven to Evidence: The Digital Forensic Trail of Vehicles.
.- Autonomous Driving System Configuration Defect Detection Method Based on Fuzzing.
.- Research on Minimum Receptive Field of Convolutional Neural Networks for Energy Analysis Attack.
.- Heaker: Exfiltrating Data from Air-Gapped Computers via Thermal Signals.
| Erscheinungsdatum | 28.05.2025 |
|---|---|
| Reihe/Serie | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Zusatzinfo | XVII, 359 p. 127 illus., 104 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Netzwerke ► Sicherheit / Firewall |
| Schlagworte | Artificial Intelligence (AI) Security • emerging threats • fraud detection • generative AI • Intrusion Detection • Large Language Models • multimedia forensics • Security analytics • Threat intelligence |
| ISBN-10 | 3-031-89359-X / 303189359X |
| ISBN-13 | 978-3-031-89359-9 / 9783031893599 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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