Code-in-the-Loop Forensics: Agentic Tool Use for Image Forgery Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Fanrui, Zhang, Qiang, Zhou, Sizhuo, Sun, Jianwen, Li, Chuanhao, Ai, Jiaxin, Feng, Yukang, Zhang, Yujie, Li, Wenjie, Li, Zizhen, Chang, Yifan, Liu, Jiawei, Zhang, Kaipeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A High-Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation
by: Feng, Yukang, et al.
Published: (2025)
by: Feng, Yukang, et al.
Published: (2025)
ARMOR: Empowering Multimodal Understanding Model with Interleaved Multimodal Generation Capability
by: Sun, Jianwen, et al.
Published: (2025)
by: Sun, Jianwen, et al.
Published: (2025)
Closing the Expression Gap in LLM Instructions via Socratic Questioning
by: Sun, Jianwen, et al.
Published: (2025)
by: Sun, Jianwen, et al.
Published: (2025)
From Pixels to Paths: A Multi-Agent Framework for Editable Scientific Illustration
by: Sun, Jianwen, et al.
Published: (2025)
by: Sun, Jianwen, et al.
Published: (2025)
World Craft: Agentic Framework to Create Visualizable Worlds via Text
by: Sun, Jianwen, et al.
Published: (2026)
by: Sun, Jianwen, et al.
Published: (2026)
ProSoftArena: Benchmarking Hierarchical Capabilities of Multimodal Agents in Professional Software Environments
by: Ai, Jiaxin, et al.
Published: (2025)
by: Ai, Jiaxin, et al.
Published: (2025)
MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
by: Li, Zizhen, et al.
Published: (2026)
by: Li, Zizhen, et al.
Published: (2026)
SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model
by: Chang, Yifan, et al.
Published: (2025)
by: Chang, Yifan, et al.
Published: (2025)
InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles
by: Li, Zizhen, et al.
Published: (2025)
by: Li, Zizhen, et al.
Published: (2025)
AutoBG: A Board Game Design Assistant with Interactive Ideation, Iterative Rulebook Generation, and Individualized Feedback
by: Li, Zizhen, et al.
Published: (2026)
by: Li, Zizhen, et al.
Published: (2026)
IA-T2I: Internet-Augmented Text-to-Image Generation
by: Li, Chuanhao, et al.
Published: (2025)
by: Li, Chuanhao, et al.
Published: (2025)
LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
by: Feng, Yukang, et al.
Published: (2026)
by: Feng, Yukang, et al.
Published: (2026)
ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges
by: Ai, Jiaxin, et al.
Published: (2025)
by: Ai, Jiaxin, et al.
Published: (2025)
ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
by: Zhang, Fanrui, et al.
Published: (2024)
by: Zhang, Fanrui, et al.
Published: (2024)
MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models
by: Zhou, Pengfei, et al.
Published: (2025)
by: Zhou, Pengfei, et al.
Published: (2025)
MDK12-Bench: A Comprehensive Evaluation of Multimodal Large Language Models on Multidisciplinary Exams
by: Zhou, Pengfei, et al.
Published: (2025)
by: Zhou, Pengfei, et al.
Published: (2025)
Sekai: A Video Dataset towards World Exploration
by: Li, Zhen, et al.
Published: (2025)
by: Li, Zhen, et al.
Published: (2025)
LaGen: Towards Autoregressive LiDAR Scene Generation
by: Zhou, Sizhuo, et al.
Published: (2025)
by: Zhou, Sizhuo, et al.
Published: (2025)
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
by: Li, Zhuofeng, et al.
Published: (2025)
by: Li, Zhuofeng, et al.
Published: (2025)
ForgeryVCR: Visual-Centric Reasoning via Efficient Forensic Tools in MLLMs for Image Forgery Detection and Localization
by: Wang, Youqi, et al.
Published: (2026)
by: Wang, Youqi, et al.
Published: (2026)
PyVision: Agentic Vision with Dynamic Tooling
by: Zhao, Shitian, et al.
Published: (2025)
by: Zhao, Shitian, et al.
Published: (2025)
Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
by: Cheng, Jikang, et al.
Published: (2024)
by: Cheng, Jikang, et al.
Published: (2024)
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
by: Liang, Yachao, et al.
Published: (2025)
by: Liang, Yachao, et al.
Published: (2025)
Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection
by: Cui, Xinjie, et al.
Published: (2024)
by: Cui, Xinjie, et al.
Published: (2024)
UniForensics: Face Forgery Detection via General Facial Representation
by: Fang, Ziyuan, et al.
Published: (2024)
by: Fang, Ziyuan, et al.
Published: (2024)
Hierarchical Information Enhancement Network for Cascade Prediction in Social Networks
by: Zhang, Fanrui, et al.
Published: (2024)
by: Zhang, Fanrui, et al.
Published: (2024)
Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks
by: Zhang, Qiang, et al.
Published: (2024)
by: Zhang, Qiang, et al.
Published: (2024)
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
by: Wang, Jin, et al.
Published: (2025)
by: Wang, Jin, et al.
Published: (2025)
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation
by: Lv, Qingxuan, et al.
Published: (2023)
by: Lv, Qingxuan, et al.
Published: (2023)
Tool-R1: Sample-Efficient Reinforcement Learning for Agentic Tool Use
by: Zhang, Yabo, et al.
Published: (2025)
by: Zhang, Yabo, et al.
Published: (2025)
Fact-R1: Towards Explainable Video Misinformation Detection with Deep Reasoning
by: Zhang, Fanrui, et al.
Published: (2025)
by: Zhang, Fanrui, et al.
Published: (2025)
Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
by: Zhang, Xiaoyi, et al.
Published: (2025)
by: Zhang, Xiaoyi, et al.
Published: (2025)
WMamba: Wavelet-based Mamba for Face Forgery Detection
by: Peng, Siran, et al.
Published: (2025)
by: Peng, Siran, et al.
Published: (2025)
Benchmarking LLM Tool-Use in the Wild
by: Yu, Peijie, et al.
Published: (2026)
by: Yu, Peijie, et al.
Published: (2026)
Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models
by: Zhang, Sheng, et al.
Published: (2023)
by: Zhang, Sheng, et al.
Published: (2023)
DF-Net: The Digital Forensics Network for Image Forgery Detection
by: Fischinger, David, et al.
Published: (2025)
by: Fischinger, David, et al.
Published: (2025)
Latent Spatiotemporal Adaptation for Generalized Face Forgery Video Detection
by: Zhang, Daichi, et al.
Published: (2023)
by: Zhang, Daichi, et al.
Published: (2023)
Learning Natural Consistency Representation for Face Forgery Video Detection
by: Zhang, Daichi, et al.
Published: (2024)
by: Zhang, Daichi, et al.
Published: (2024)
Revisiting Face Forgery Detection: From Facial Representation to Forgery Detection
by: Guo, Zonghui, et al.
Published: (2024)
by: Guo, Zonghui, et al.
Published: (2024)
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024)
by: Zhang, Yaning, et al.
Published: (2024)
Similar Items
-
A High-Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation
by: Feng, Yukang, et al.
Published: (2025) -
ARMOR: Empowering Multimodal Understanding Model with Interleaved Multimodal Generation Capability
by: Sun, Jianwen, et al.
Published: (2025) -
Closing the Expression Gap in LLM Instructions via Socratic Questioning
by: Sun, Jianwen, et al.
Published: (2025) -
From Pixels to Paths: A Multi-Agent Framework for Editable Scientific Illustration
by: Sun, Jianwen, et al.
Published: (2025) -
World Craft: Agentic Framework to Create Visualizable Worlds via Text
by: Sun, Jianwen, et al.
Published: (2026)