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Full Description
This volume constitutes the refereed proceedings of the 21st IFIP WG 11.9 International Conference on Advances in Digital Forensics XXI, which took place in New Delhi, India during January 6-7, 2025.
The 10 full papers presented in this volume were carefully reviewed and selected from 25 submissions. These papers were organized into the following topical sections: Image and Video Forensics; Large Language Model Applications; Forensic Investigations; and Digital Forensics Frameworks.
Contents
.- Image and Video Forensics.
.- Self-Supervised Steganalysis Targeting Generative-Adversarial-Network-Based Steganographic Image Variants by Maximizing Commonality Features.
.- Practical Benchmarks for Evaluating Deepfake Detectors.
.- Leveraging Security Vulnerabilities in Proactive Dashcam Forensics.
.- Large Language Model Applications.
.- Enhancing Digital Evidence Collection and Analysis Using Built-In Instant Messaging Solutions and Large Language Models.
.- Chat Log Analysis Using Large Language Models.
.- Explanatory Phishing Message Detection Using Persuasion Structure.
.- Forensic Investigations.
.- Counterfeit Handbag Detection Using Supervised Contrastive Learning.
.- Modeling and Reasoning About Digital Evidence Using Temporal Networks.
.- Digital Forensics Frameworks.
.- Comprehensive Workflow for Cloud Forensics.
.- A Unified Cyber Threat Intelligence and Digital Forensics and Incident Response Framework for Proactive Threat Detection and Mitigation.
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