Detecting AutoEncoder is Enough to Catch LDM Generated Images
Fuente:
arXiv
Saved in:
| Main Authors: | Vesnin, Dmitry, Levshun, Dmitry, Chechulin, Andrey |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SAT-LDM: Provably Generalizable Image Watermarking for Latent Diffusion Models with Self-Augmented Training
by: Zhang, Lu, et al.
Published: (2024)
by: Zhang, Lu, et al.
Published: (2024)
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
by: Sun, Ye, et al.
Published: (2024)
by: Sun, Ye, et al.
Published: (2024)
SWA-LDM: Toward Stealthy Watermarks for Latent Diffusion Models
by: Yang, Zhonghao, et al.
Published: (2025)
by: Yang, Zhonghao, et al.
Published: (2025)
Your Text Encoder Can Be An Object-Level Watermarking Controller
by: Devulapally, Naresh Kumar, et al.
Published: (2025)
by: Devulapally, Naresh Kumar, et al.
Published: (2025)
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning
by: Zhang, Jinghuai, et al.
Published: (2022)
by: Zhang, Jinghuai, et al.
Published: (2022)
Differential Anomaly Detection for Facial Images
by: Ibsen, Mathias, et al.
Published: (2021)
by: Ibsen, Mathias, et al.
Published: (2021)
AI-generated Image Detection: Passive or Watermark?
by: Guo, Moyang, et al.
Published: (2024)
by: Guo, Moyang, et al.
Published: (2024)
On the Detection of Image-Scaling Attacks in Machine Learning
by: Quiring, Erwin, et al.
Published: (2023)
by: Quiring, Erwin, et al.
Published: (2023)
Harnessing the Power of Large Vision Language Models for Synthetic Image Detection
by: Keita, Mamadou, et al.
Published: (2024)
by: Keita, Mamadou, et al.
Published: (2024)
Bi-LORA: A Vision-Language Approach for Synthetic Image Detection
by: Keita, Mamadou, et al.
Published: (2024)
by: Keita, Mamadou, et al.
Published: (2024)
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape
by: Abdullah, Sifat Muhammad, et al.
Published: (2024)
by: Abdullah, Sifat Muhammad, et al.
Published: (2024)
PhishSnap: Image-Based Phishing Detection Using Perceptual Hashing
by: Minhaz, Md Abdul Ahad, et al.
Published: (2025)
by: Minhaz, Md Abdul Ahad, et al.
Published: (2025)
A Quality-Centric Framework for Generic Deepfake Detection
by: Song, Wentang, et al.
Published: (2024)
by: Song, Wentang, et al.
Published: (2024)
PrivImage: Differentially Private Synthetic Image Generation using Diffusion Models with Semantic-Aware Pretraining
by: Li, Kecen, et al.
Published: (2023)
by: Li, Kecen, et al.
Published: (2023)
A Novel Approach to Image Steganography Using Generative Adversarial Networks
by: Rehman, Waheed
Published: (2024)
by: Rehman, Waheed
Published: (2024)
ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models
by: Du, Linkang, et al.
Published: (2025)
by: Du, Linkang, et al.
Published: (2025)
Provenance of AI-Generated Images: A Vector Similarity and Blockchain-based Approach
by: Sharma, Jitendra, et al.
Published: (2025)
by: Sharma, Jitendra, et al.
Published: (2025)
Image Can Bring Your Memory Back: A Novel Multi-Modal Guided Attack against Image Generation Model Unlearning
by: Liu, Renyang, et al.
Published: (2025)
by: Liu, Renyang, et al.
Published: (2025)
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
by: Xian, Xun, et al.
Published: (2024)
by: Xian, Xun, et al.
Published: (2024)
DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection
by: Aboutalebi, Hossein, et al.
Published: (2023)
by: Aboutalebi, Hossein, et al.
Published: (2023)
FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts
by: Zhang, Ziyi, et al.
Published: (2025)
by: Zhang, Ziyi, et al.
Published: (2025)
Certifiably Robust Image Watermark
by: Jiang, Zhengyuan, et al.
Published: (2024)
by: Jiang, Zhengyuan, et al.
Published: (2024)
WAVES: Benchmarking the Robustness of Image Watermarks
by: An, Bang, et al.
Published: (2024)
by: An, Bang, et al.
Published: (2024)
SEAL: Semantic Aware Image Watermarking
by: Arabi, Kasra, et al.
Published: (2025)
by: Arabi, Kasra, et al.
Published: (2025)
Identifying Models Behind Text-to-Image Leaderboards
by: Naseh, Ali, et al.
Published: (2026)
by: Naseh, Ali, et al.
Published: (2026)
Privacy-Preserving Video Anomaly Detection: A Survey
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Omni-IML: Towards Unified Image Manipulation Localization
by: Qu, Chenfan, et al.
Published: (2024)
by: Qu, Chenfan, et al.
Published: (2024)
Deep Multi-Task Learning for Malware Image Classification
by: Bensaoud, Ahmed, et al.
Published: (2024)
by: Bensaoud, Ahmed, et al.
Published: (2024)
METR: Image Watermarking with Large Number of Unique Messages
by: Varlamov, Alexander, et al.
Published: (2024)
by: Varlamov, Alexander, et al.
Published: (2024)
Enhancing Adversarial Example Detection Through Model Explanation
by: Ma, Qian, et al.
Published: (2025)
by: Ma, Qian, et al.
Published: (2025)
Unsupervised Backdoor Detection and Mitigation for Spiking Neural Networks
by: Li, Jiachen, et al.
Published: (2025)
by: Li, Jiachen, et al.
Published: (2025)
Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection
by: Nguyen-Le, Hong-Hanh, et al.
Published: (2025)
by: Nguyen-Le, Hong-Hanh, 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)
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models
by: Sui, Yang, et al.
Published: (2024)
by: Sui, Yang, et al.
Published: (2024)
Digital Video Manipulation Detection Technique Based on Compression Algorithms
by: Fernandez, Edgar Gonzalez, et al.
Published: (2024)
by: Fernandez, Edgar Gonzalez, et al.
Published: (2024)
AICAttack: Adversarial Image Captioning Attack with Attention-Based Optimization
by: Li, Jiyao, et al.
Published: (2024)
by: Li, Jiyao, et al.
Published: (2024)
UnMarker: A Universal Attack on Defensive Image Watermarking
by: Kassis, Andre, et al.
Published: (2024)
by: Kassis, Andre, et al.
Published: (2024)
GradID: Adversarial Detection via Intrinsic Dimensionality of Gradients
by: Razmjoo, Mohammad Mahdi, et al.
Published: (2025)
by: Razmjoo, Mohammad Mahdi, et al.
Published: (2025)
Adversarial Attack On Yolov5 For Traffic And Road Sign Detection
by: Jain, Sanyam
Published: (2023)
by: Jain, Sanyam
Published: (2023)
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning
by: Zheng, Mengxin, et al.
Published: (2023)
by: Zheng, Mengxin, et al.
Published: (2023)
Similar Items
-
SAT-LDM: Provably Generalizable Image Watermarking for Latent Diffusion Models with Self-Augmented Training
by: Zhang, Lu, et al.
Published: (2024) -
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
by: Sun, Ye, et al.
Published: (2024) -
SWA-LDM: Toward Stealthy Watermarks for Latent Diffusion Models
by: Yang, Zhonghao, et al.
Published: (2025) -
Your Text Encoder Can Be An Object-Level Watermarking Controller
by: Devulapally, Naresh Kumar, et al.
Published: (2025) -
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning
by: Zhang, Jinghuai, et al.
Published: (2022)