6 citations · 9 across the 7 of their papers we have counts for
8 papers
RED: Reconstruction Evolution Dynamics for Generalizable AI-Generated Image Detection
Wenpeng Mu, Junshan Jin, Tanfeng Sun +2
The rapid evolution of image generators calls for forensic cues that generalize beyond known generation mechanisms. Existing detectors often rely on static image representations or…
IterInject: Indirect Prompt Injection Against LLM Agents via Feedback-Guided Iterative Optimization
Zixuan Chen, Jiaxiang Chen, Li Luo +4
LLM-based agents are increasingly deployed for complex tasks requiring planning, tool use, and interaction with external services. Their reliance on untrusted external content expo…
AVID: A Benchmark for Omni-Modal Audio-Visual Inconsistency Understanding via Agent-Driven Construction
Zixuan Chen, Depeng Wang, Hao Lin +6
We present AVID, the first large-scale benchmark for audio-visual inconsistency understanding in videos. While omni-modal large language models excel at temporally aligned tasks su…
FGAS: Fixed Decoder Network-Based Audio Steganography with Adversarial Perturbation Generation
Jialin Yan, Yu Cheng, Zhaoxia Yin +4
The rapid development of Artificial Intelligence Generated Content (AIGC) has made high-fidelity generated audio widely available across the Internet, driving the advancement of au…
Dynamic Optimization and Safety Indicator Injection for Jailbreaking Text-to-Image Models with Multimodal Safety Filters
Zixuan Chen, Hao Lin, Ke Xu +2
Text-to-image (T2I) models can generate not-safe-for-work (NSFW) content, motivating multi-stage safety pipelines with both text and image filters. Newer LLM-based filters detect l…
Joint Learning of Deep Texture and High-Frequency Features for Computer-Generated Image Detection
Qiang Xu, Shan Jia, Xinghao Jiang +3
Distinguishing between computer-generated (CG) and natural photographic (PG) images is of great importance to verify the authenticity and originality of digital images. However, th…
Gait Identification under Surveillance Environment based on Human Skeleton
Xingkai Zheng, Xirui Li, Ke Xu +2
As an emerging biological identification technology, vision-based gait identification is an important research content in biometrics. Most existing gait identification methods extr…
Coverless Video Steganography based on Maximum DC Coefficients
Laijin Meng, Xinghao Jiang, Zhenzhen Zhang +2
Coverless steganography has been a great interest in recent years, since it is a technology that can absolutely resist the detection of steganalysis by not modifying the carriers.…