A Forensic Framework for Detecting Ransomware Evidence Using Burst-Based Network Analysis

Makarem, Mohammed (Queen’s University, Canada); Algaolahi, Akram (KFUPM University, Saudi Arabia); Mahmoud, Ashraf (KFUPM University, Saudi Arabia); Zulkernine, Mohammad (Queen’s University, Canada)

A methodology for producing recursive medical forensic image analysis responses using VLMs

Koulouris, Dionysios (University of Piraeus, Greece); Kallipolitis, Athanasios (University of Piraeus, Greece); Kalathas, Dimitrios (University of Piraeus, Greece); Menychtas, Andreas (University of Piraeus, Greece); Maglogiannis, Ilias (University of Piraeus, Greece)

A Multi-stage Framework for Detection and Attribution of LLM-generated Text

Minh Thien Long, Vo (Le Quy Don Technical University, Vietnam); Chan, Raymond (Singapore Institute of Technology (SIT), Singapore); Truong-Huu, Tram (Singapore Institute of Technology (SIT), Singapore)

Agentic AI Enhanced Security Workflow for Explainable Host-Based Intrusion Detection

Soni, Jayesh (Florida International University, USA); Kumar, Raja (Florida International University, USA); Upadhyay, Himanshu (Florida International University, USA); Perez Pons, Alexander (Florida International University, USA)

AI Traces and e-Evidence in Criminal Investigations

Sokol, Pavol (Pavol Jozef Šafárik University in Košice, Slovakia); Rampášek, Michal (Faculty of Law of Comenius University in Bratislava, Slovakia)

AI-Assisted Steganography for Endpoint Protection in Adversarial Environments

Lam, Yi Anson (The University of Hong Kong, Hong Kong, China); Yiu, Siu Ming (The University of Hong Kong, Hong Kong, China)

Archetypical Modelling for Cybersecurity and Personal Data Protection for SMEs

Almpani, Sofia (National Technical University of Athens, Greece); Loucopoulos, Pericles (Institute of Digital Innovation & Research (IDIR), Ireland); Skourtis, Yannis (Institute of Digital Innovation & Research (IDIR), Ireland)

BEACON: A Unified Behavioral-Tactical Framework for Explainable Cybercrime Analysis with Large Language Models

Sarkar, Gargi (International Institute of Information Technology Hyderabad, India); Sachdeva, Arush (International Institute of Information Technology Hyderabad, India); Saravanan, Rajendraprasad (International Institute of Information Technology Hyderabad, India); Vemuri, Kavita (International Institute of Information Technology Hyderabad, India); Shukla, Sandeep Kumar (International Institute of Information Technology Hyderabad, India)

Context Before Content: A Forensic Ranking Framework for Digital Image Triage

Onyeashie, Belinda I (University of the West of England, UK); McKeown, Sean (Edinburgh Napier, UK); Leimich, Petra (Edinburgh Napier University, UK)

Contextual Comment Generation with Video-Language Models for Social Media Manipulation Bots

Ciurcău, Leonardo Iulian (Babeș-Bolyai University, Romania)

DDRN: Dynamic Key-Driven Deep Reversible Network for Medical Image Encryption

Liu, Fen (Foshan University, China); Xian, Tufeng (Foshan University, China); Zhong, Yong (Foshan University, China); Sun, Qiyuan (Foshan University, China); Zheng, Miaoji (Foshan University, China); Xie, Meifang (Foshan University, China); Huang, Haitao (Guangdong Chankong Big Data Technology Company, China); Liu, Zhengbin (National Key Laboratory of Security Communication, China)

DHGNN-MambaNet: Encrypted Traffic Analysis Based on Dual-Granularity Heterogeneous Graphs and Bidirectional Mamba

Wang, Zhiqiang (Beijing Electronic Science and Technology Institute, China); Yang, Xuan (Beijing Electronic Science and Technology Institute, China); Que, Ke (Beijing Electronic Science and Technology Institute, China); Chi, Yaping (Beijing Electronic Science and Technology Institute, China)

Exposing Vulnerabilities in AI-Based Malware Detectors: Adversarial, Backdoor, and Poisoning Attacks

Islam, Ahsan Ul (Sam Houston State University, USA); Islam, ABM Rezbaul (Sam Houston State University, USA); Perera, Shanika Wadduwage (Sam Houston State University, USA)

Flash-Flood: A Low-Latency Generative Defense Against Website Fingerprinting Attacks

Zhao, Yuanpeng (School of Cyber Security, University of Chinese Academy of Sciences, China); Guan, Zhong (Institute of Information Engineering, Chinese Academy of Sciences, China); Shi, Junzheng (Institute of Information Engineering, Chinese Academy of Sciences, China); Xiong, Gang (Institute of Information Engineering, Chinese Academy of Sciences, China); Gou, Gaopeng (Institute of Information Engineering CAS, China)

FL-Forensics: A Blockchain-Enabled Framework for Forensic Accountability and Auditability in Federated Learning

Mohammed, Safiia (University of Windsor, Canada); Ngom, Alioune (University of Windsor, Canada)

FreDA: Training-Free Test-Time Adaptation for Deepfake Detection via Non-Parametric Cache Retrieval

Fang, Yang (University College Dublin, Ireland); Le-Khac, Nhien-An (University College Dublin, Ireland); Nguyen-Le, Hong-Hanh (University College Dublin, Ireland)

Hate Speech Detection in Digital Forensics: Autopsy Hate Speech Detector Plugin

Tomić, Svetlana (Faculty of Technical Sciences, University of Novi Sad, Serbia); Tomić, Miroslav (Faculty of Technical Sciences, University of Novi Sad, Serbia); Gostojić, Stevan (Faculty of Technical Sciences, University of Novi Sad, Serbia)

How Real is Your Jailbreak? Fine-grained Jailbreak Evaluation with Anchored Reference

Liu, Songyang (Beijing University of Posts and Telecommunications, China); Li, Chaozhuo (Beijing University of Posts and Telecommunications, China); Pu, Rui (Beijing University of Posts and Telecommunications, China); Zhang, Litian (Beijing University of Posts and Telecommunications, China); Wang, Chenxu (Beijing University of Posts and Telecommunications, China); Chen, Zejian (Beijing University of Posts and Telecommunications, China); Zhang, Yuting (Beijing University of Posts and Telecommunications, China); Hei, Yiming (China Academy of Information and Communications Technology, China)

Human Factors in Cybersecurity in Icelandic Small and Medium-sized Enterprises

Neukirchen, Helmut (University of Iceland, Iceland); Cicenaite, Goda (University of Iceland, Iceland); Welsh, Thomas (University of Iceland, Iceland)

Chain-Resilience: A Blockchain-based Federated Continual Learning Framework for Defending Against Forgetting and Distrust

Zhang, Xinyu (Heilongjiang University, China); Du, Gang (Heilongjiang University, China); Wang, Wenyuan (Heilongjiang University, China); zhang, kejia (Heilongjiang University, China)

Leveraging Device Motion Events to Track Fraud in Remote Identity Verification

Rosário, Luís (Entrust, USA); Boer, Sérgio (Entrust, USA); Madeira, Pedro (Entrust, USA); Serrano, Daniel (Entrust, USA); Pajot, Arthur (Entrust, USA); Wozniak, Adam (Entrust, USA)

MARS: LLM Toxicity Mitigation via Multi-Dimensional Adaptive Representation Steering

Zhou, Hongfeng (Beihang University, China); Xia, Chunhe (Beihang University, China); Chen, Chen (Beihang University, China); Jiang, Changnan (Beihang University, China); Liu, Xinjun (Beihang University, China); Wang, Tianbo (Beihang University, China)

MEEA: Mere Exposure Effect-Driven Confrontational Optimization for LLM Jailbreaking

Zhang, Jianyi (Beijing Electronic Science and Technology Institute, China); Liu, Shizhao (Beijing Electronic Science and Technology Institute, China); Zhou, Ziyin (Beijing Electronic Science and Technology Institute, China); Li, Zhen (Beijing Electronic Science and Technology Institute, China)

Mind the Gap: A Qualitative Multiple-Case Study on the Mediating Role of Security Culture

Kjartansson, Marteinn Lundi (Reykjavík University, Iceland); Ragnarsson, Kristján Orri (Reykjavík University, Iceland)

Multimodal Online Black Industry Discovery with Long-Context Compression

Wang, Yinuo (Shanghai Jiao Tong University, China); Wang, Jiayi (Shanghai Jiao Tong University, China); Huang, Weikai (Shanghai Jiao Tong University, China); Huang, Zheng (Shanghai Jiao Tong University, China)

Quantifying Cyber Attack Impact on UAV-Based Nuclear Containment Inspection: A Forensic-Ready Simulation Framework

Saripalli, Hari Hara Babu (Florida International University, USA); Gangwani, Pranav (Florida International University, USA); Upadhyay, Himanshu (Florida International University, USA); Perez Pons, Alexander (Florida International University, USA); Lagos, Leonel (Florida International University, USA)

RENet-Crypt: An Novel Image Encryption Method Based on Chaotic Systems and Invertible Neural Networks

Liu, Fen (Foshan University, China); Xian, Tufeng (Foshan University, China); Zhong, Yong (Foshan University, China); Sun, Qiyuan (Foshan University, China); Zheng, Miaoji (Foshan University, China); Xie, Meifang (Foshan University, China); Huang, Haitao (Guangdong Chankong Big Data Technology Company, China); Liu, Zhengbin (National Key Laboratory of Security Communication, China)

R-FIGM: A Real-Time Forensic Intelligence Governance Model for Cyber Crisis Management in Critical Infrastructure

Elhegawy, Ehab (Dubai Police Academy, United Arab Emirates)

Risk-Based Digital Evidence Triage: A Framework for Artifact, Device, and Case Prioritization in Child Sexual Offense Investigations

Jaeckel, Lukas (Technische Universität Bergakademie Freiberg, Germany); Labudde, Dirk (Technische Universität Bergakademie Freiberg, Germany)

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)

Single and Multi-Teacher Distillation of Speech Foundation Models for Audio Deepfake Detection

Sachdeva, Himanshu (Indraprastha Institute of Information Technology Delhi, India); Dua, Chaitanya (Indraprastha Institute of Information Technology Delhi, India)

SOMNIA: Disassembling ARM Binaries by Knowledge-aware Transfer Learning

Zhang, Ke (The Chinese University of Hong Kong, Hong Kong, China); Dong, Shuaike (Ant Group, China); Yang, Fan (The Chinese University of Hong Kong, Hong Kong, China); Zhou, Yutong (The Chinese University of Hong Kong, Hong Kong, China); Song, Zirui (The Chinese University of Hong Kong, Hong Kong, China); Zhang, Kehuan (The Chinese University of Hong Kong, Hong Kong, China)

Temporal evolution and conceptual fragmentation of human behavior in social engineering cybersecurity

Hidayat, Rahmat (Politeknik Negeri Padang, Indonesia); Nuryana, Zalik (Universitas Ahmad Dahlan Yogyakarta, Indonesia); Erdisna, Erdisna (Universitas Negeri Padang, Indonesia); Erianda, Aldo (Politeknik Negeri Padang, Indonesia); Alanda, Alde (Politeknik Negeri Padang, Indonesia); Pranolo, Andri (Universitas Ahmad Dahlan, Indonesia)

Unsupervised Detection of False Data Injection Attacks in Nuclear Radiation Dose Time Series Using Generative Models

Saripalli, Jyothsna (Florida International University, USA); Gangwani, Pranav (Florida International University, USA); Upadhyay, Himanshu (Florida International University, USA); Perez Pons, Alexander (Florida International University, USA); Lagos, Leonel (Florida International University, USA)

Visualizing Differences in Versions of Software Files

Rowe, Neil (U.S. Naval Postgraduate School, USA)

X4SFF-ITD: An Extensible and Explainable Plugin-Based Framework for Insider Threat Detection

Castiglione, Arcangelo (University of Salerno, Italy); Ferrara, Federica (University of Salerno, Italy); Palmieri, Francesco (University of Salerno, Italy); Pizzolante, Raffaele (University of Salerno, Italy)