SynthGuard: An Open Platform for Detecting AI-Generated Multimedia with Multimodal LLMs
Shail Desai (Purdue University, USA), Aditya Pawar (Purdue University, USA), Li Lin (Purdue University, USA), Xin Wang (University at Albany, USA), Shu Hu (Purdue University, USA)
From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition
Nazia Aslam (Aalborg University, Denmark), Abhisek Ray (Aarhus University, Denmark), Joakim Bruslund Haurum (University of Southern Denmark, Denmark), Lukus Esterle (Aarhus University, Denmark), Kamal Nasrollahi (Aalborg University, Denmark)
The Deployment Gap in AI Media Detection: Platform-Aware and Visually Constrained Adversarial Evaluation
Aishwarya Budhkar (Indiana University, USA), Trishita Dhara (Upper Hand, USA), Siddhesh Sheth (Ace Rent a Car, USA)
Real-Time Trend-Aware Multimodal Content Generation for Social Media Engagement
Suresh Kumar Palus (Paramount Global, USA)
Resolving Objective Collision in Multi-Domain Provenance with Synergistic Dual-Layer Watermarking
Jesse Yu (Millburn High School, USA)
Cracking the Symmetry: Evaluating the Fragility of Isotropic Latent-Space Watermarking
Amritanshu Tiwari (IIT Roorkee, India), Vidit Aggarwal (IIT Roorkee, India)
Low-Effort Jailbreak Attacks Against Text-to-Image Safety Filters
Ahmed B Mustafa (University of Nottingham, United Kingdom), Zihan Ye (UCAS, China), Lu Yang (Xiamen University, China), Michael Pound (University of Nottingham, United Kingdom), Shreyank Gowda (University of Nottingham, United Kingdom)
Evidence-Based Actor–Verifier Reasoning for Echocardiographic Agents
Peng Huang (Southwest Jiaotong University, China), Xin Wang (University at Albany, SUNY, USA), Shu Hu (Purdue University, USA)
Efficient Domain-Incremental Deepfake Detection via Difficulty-Aware Curriculum Learning
Hayoung Park (Korea Electronics Technology Institute, South Korea), Jinhee Park (Korea Electronics Technology Institute, South Korea), Choongsang Cho (Korea Electronics Technology Institute, South Korea), Guisik Kim (Korea Electronics Technology Institute, South Korea)
Traces Left Behind: Deepfake Detection Under the Lens of Iterative Generation
Poulomi Bhattacharya (Indian Institute of Science Education and Research, Bhopal, India), Akshay Agarwal (Indian Institute of Science Education and Research, Bhopal, India), Nalini Ratha (University at Buffalo, USA)
The Synthetic Shift: Tracking the Rise, Virality, and Detectability of AI-Generated Multimodal Misinformation
Zacharias Chrysidis (Information Technology Institute, CERTH, Greece), Stefanos-Iordanis Papadopoulos (Information Technology Institute, CERTH, Greece), Symeon Papadopoulos (Information Technology Institute, CERTH, Greece)
DiffusionPrint: Learning Generative Fingerprints for Diffusion-Based Inpainting Localization
Paschalis Giakoumoglou (CERTH, Greece), Symeon Papadopoulos (CERTH, Greece)
Forensic Rewiring: Circuit-Level Shortcut Suppression for Generalizable Deepfake Detection
Nishitha A (PES university, India), Rachit Verma (PES university, India), Bhaskarjyoti Das (PES university, India)
Robust Multi-Source Covid-19 Detection in CT Images
Asmita Yuki Pritha (Capstone School Dhaka, Bangladesh), Jason Xu (Carmel High School, USA), Daniel Ding (Carmel High School, USA), Justin Li (Carmel High School, USA), Aryana Hou (Clarkstown High School South, USA), Xin Wang (University at Albany, State University of New York, USA), Shu Hu (Purdue University, USA)
Robust Fair Disease Diagnosis in CT Images
Justin Li (Carmel High School, USA), Daniel Ding (Carmel High School, USA), Asmita Yuki Pritha (Capstone School Dhaka, Bangladesh), Aryana Hou (Clarkstown High School South, USA), Xin Wang (University at Albany, State University of New York, USA), Shu Hu (Purdue University, USA)
Only What’s Necessary: Pareto-Optimal Data Minimization for Privacy Preserving Video Anomaly Detection
Nazia Aslam (Aalborg University, Denmark), Abhisek Ray (Aarhus University, Denmark), Thomas B. Moeslund (Aalborg University, Denmark), Kamal Nasrollahi (Aalborg university, Denmark)
Sparse-Pixel Catastrophe: Breaking Compressed AIGC-IQA with Imperceptible Attacks
Tushar Shinde (IIT Madras Zanzibar, India)
On the Role of Vision and Language in Harmful Response Generation: A Component-wise Unlearning Study in Multimodal LLMs
Poornima Jain (IIT Hyderabad, India), Sairam Rebbapragada (IIT Hyderabad, India), Vineeth Balasubramanian (IIT Hyderabad, India)
From Pixels to Identity: Biometric Subspace Guidance for Diffusion-Based Face Restoration
Muskan Dosi (IIT Jodhpur, India), Sirin Changulani (IIT Jodhpur, India), Sonam Sikarwar (IIT Jodhpur, India), Arpita Deshmukh (IIT Jodhpur, India), Chiranjeev Chiranjeev (IIT Jodhpur, India), Mayank Vatsa (IIT Jodhpur, India), Richa Singh (IIT Jodhpur, India)
DriftForensics: Representation Drift Statistics as Zero-Shot Forensic Fingerprints for AI-Generated Image Attribution
Sreejita Roy (IIT Madras Zanzibar, India), Tushar Shinde (IIT Madras Zanzibar, India)
Weight Group-wise Post Quantization for Medical Image Segmentation Foundation Model
Peng Huang (Southwest Jiaotong University, China), Yineng Chen (University at Albany, State University of New York, USA), Xin Wang (University at Albany, State University of New York, USA), Aozhong Zhang (University at Albany, State University of New York, USA), Hui Guo (University at Albany, State University of New York, USA), Penghang Yin (University at Albany, State University of New York, USA), Shu Hu (Purdue University, USA), Shao Lin (University at Albany, State University of New York, USA), Xin Li (University at Albany, State University of New York, USA), Tzu-Jen Kao (GE HealthCare, USA), Balakrishnan Prabhakaran (University at Albany, State University of New York, USA), MingChing Chang (University at Albany, State University of New York, USA)