| FL-Forensics: A Blockchain-Enabled Framework for Forensic Accountability and Auditability in Federated Learning | Mohammed, Safiia (University of Windsor); Ngom, Alioune (University of Windsor) |
| Human Factors in Cybersecurity in Icelandic Small and Medium-sized Enterprises | Neukirchen, Helmut (University of Iceland); Cicenaite, Goda (University of Iceland); Welsh, Thomas (University of Iceland) |
| FreDA: Training-Free Test-Time Adaptation for Deepfake Detection via Non-Parametric Cache Retrieval | Fang, Yang (University College Dublin); Le-Khac, Nhien-An (University College Dublin); Nguyen-Le, Hong-Hanh (University College Dublin) |
| A Forensic Framework for Detecting Ransomware Evidence Using Burst-Based Network Analysis | Makarem, Mohammed (Queen’s University); Algaolahi, Akram (KFUPM University); Mahmoud, Ashraf (KFUPM University); Zulkernine, Mohammad (Queen’s University) |
| Hate Speech Detection in Digital Forensics: Autopsy Hate Speech Detector Plugin | Tomić, Svetlana (Faculty of Technical Sciences, University of Novi Sad); Tomić, Miroslav (Faculty of Technical Sciences, University of Novi Sad); Gostojić, Stevan (Faculty of Technical Sciences, University of Novi Sad) |
| Leveraging Device Motion Events to Track Fraud in Remote Identity Verification | Rosário, Luís (Entrust); Boer, Sérgio (Entrust); Madeira, Pedro (Entrust); Serrano, Daniel (Entrust); Pajot, Arthur (Entrust); Wozniak, Adam (Entrust) |
| AI Traces and e-Evidence in Criminal Investigations | Sokol, Pavol (Pavol Jozef Šafárik University in Košice); Rampášek, Michal (Faculty of Law of Comenius University in Bratislava) |
| X4SFF-ITD: An Extensible and Explainable Plugin-Based Framework for Insider Threat Detection | Castiglione, Arcangelo (University of Salerno); Ferrara, Federica (University of Salerno); Palmieri, Francesco (University of Salerno); Pizzolante, Raffaele (University of Salerno) |
| Exposing Vulnerabilities in AI-Based Malware Detectors: Adversarial, Backdoor, and Poisoning Attacks | Islam, Ahsan Ul (Sam Houston State University); Islam, ABM Rezbaul (Sam Houston State University); Perera, Shanika Wadduwage (Sam Houston State University) |
| How Real is Your Jailbreak? Fine-grained Jailbreak Evaluation with Anchored Reference | Liu, Songyang (Beijing University of Posts and Telecommunications); Li, Chaozhuo (Beijing University of Posts and Telecommunications); Pu, Rui (Beijing University of Posts and Telecommunications); Zhang, Litian (Beijing University of Posts and Telecommunications); Wang, Chenxu (Beijing University of Posts and Telecommunications); Chen, Zejian (Beijing University of Posts and Telecommunications); Zhang, Yuting (Beijing University of Posts and Telecommunications); Hei, Yiming (China Academy of Information and Communications Technology) |
| MARS: LLM Toxicity Mitigation via Multi-Dimensional Adaptive Representation Steering | Zhou, Hongfeng (Beihang University); Xia, Chunhe (Beihang University); Chen, Chen (Beihang University); Jiang, Changnan (Beihang University); Liu, Xinjun (Beihang University); Wang, Tianbo (Beihang University) |
| DDRN: Dynamic Key-Driven Deep Reversible Network for Medical Image Encryption | Liu, Fen (Foshan University); Xian, Tufeng (Foshan University); Zhong, Yong (Foshan University); Sun, Qiyuan (Foshan University); Zheng, Miaoji (Foshan University); Xie, Meifang (Foshan University); Huang, Haitao (Guangdong Chankong Big Data Technology Company); Liu, Zhengbin (National Key Laboratory of Security Communication) |
| R-FIGM: A Real-Time Forensic Intelligence Governance Model for Cyber Crisis Management in Critical Infrastructure | Elhegawy, Ehab (Dubai Police Academy) |
| AI-Assisted Steganography for Endpoint Protection in Adversarial Environments | Lam, Yi Anson (The University of Hong Kong); Yiu, Siu Ming (The University of Hong Kong) |
| Agentic AI Enhanced Security Workflow for Explainable Host-Based Intrusion Detection | Soni, Jayesh (Florida International University, USA); Kumar, Raja (Florida International University); Upadhyay, Himanshu (Florida International University, USA); Perez Pons, Alexander (Florida International University) |
| MEEA: Mere Exposure Effect-Driven Confrontational Optimization for LLM Jailbreaking | Zhang, Jianyi (Beijing Electronic Science and Technology Institute); Liu, Shizhao (Beijing Electronic Science and Technology Institute); Zhou, Ziyin (Beijing Electronic Science and Technology Institute); Li, Zhen (Beijing Electronic Science and Technology Institute) |
| Visualizing Differences in Versions of Software Files | Rowe, Neil (U.S. Naval Postgraduate School) |
| Context Before Content: A Forensic Ranking Framework for Digital Image Triage | Onyeashie, Belinda I (University of the West of England); McKeown, Sean (Edinburgh Napier); Leimich, Petra (Edinburgh Napier University) |
| Multimodal Online Black Industry Discovery with Long-Context Compression | Wang, Yinuo (Shanghai Jiao Tong University); Wang, Jiayi (Shanghai Jiao Tong University); Huang, Weikai (Shanghai Jiao Tong University); Huang, Zheng (Shanghai Jiao Tong University) |
| Risk-Based Digital Evidence Triage: A Framework for Artifact, Device, and Case Prioritization in Child Sexual Offense Investigations | Jaeckel, Lukas (Technische Universität Bergakademie Freiberg); Labudde, Dirk (Technische Universität Bergakademie Freiberg) |
| Role-Driven Comparative Forensic Analysis of an Android Marketplace Mobile Application | Gunestas, Murat (University of New Haven, USA); Daniels, Mark (University of New Haven, USA) |
| Archetypical Modelling for Cybersecurity and Personal Data Protection for SMEs | Almpani, Sofia (National Technical University of Athens); Loucopoulos, Pericles (Institute of Digital Innovation & Research (IDIR)); Skourtis, Yannis (Institute of Digital Innovation & Research (IDIR)) |
| A methodology for producing recursive medical forensic image analysis responses using VLMs | Koulouris, Dionysios (University of Piraeus); Kallipolitis, Athanasios (University of Piraeus); Kalathas, Dimitrios (University of Piraeus); Menychtas, Andreas (University of Piraeus); Maglogiannis, Ilias (University of Piraeus) |
| Unsupervised Detection of False Data Injection Attacks in Nuclear Radiation Dose Time Series Using Generative Models | Saripalli, Jyothsna ([email protected]); Gangwani, Pranav (Florida International University, USA); Upadhyay, Himanshu (Florida International University, USA); Perez Pons, Alexander (Florida International University); Lagos, Leonel (Florida International University) |
| Quantifying Cyber Attack Impact on UAV-Based Nuclear Containment Inspection: A Forensic-Ready Simulation Framework | SARIPALLI, HARI HARA BABU (FLORIDA INTERNATIONAL UNIVERSITY); Gangwani, Pranav (Florida International University, USA); Upadhyay, Himanshu (Florida International University, USA); Perez Pons, Alexander (Florida International University); Lagos, Leonel (Florida International University) |
| DHGNN-MambaNet: Encrypted Traffic Analysis Based on Dual-Granularity Heterogeneous Graphs and Bidirectional Mamba | Wang, Zhiqiang (Beijing Electronic Science and Technology Institute); Yang, Xuan (Beijing Electronic Science and Technology Institute); Que, Ke (Beijing Electronic Science and Technology Institute); Chi, Yaping (Beijing Electronic Science and Technology Institute) |
