Digital Forensics and Cyber Crime (eBook, PDF)

15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9-10, 2024, Proceedings, Part II
Redaktion: Goel, Sanjay; Sarkar, Sumantra; Xie, Mengjun; Uzun, Ersin

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 359
• Erscheinungstermin: 24. Mai 2025
• Englisch
• ISBN-13: 9783031893605
• Artikelnr.: 74301139

Inhaltsangabe

.- 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.