Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors
Fuente:
arXiv
Saved in:
| Main Authors: | Ziglio, Riccardo, Pasquini, Cecilia, Ranise, Silvio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Blind Spot Navigation: Evolutionary Discovery of Sensitive Semantic Concepts for LVLMs
by: Pan, Zihao, et al.
Published: (2025)
by: Pan, Zihao, et al.
Published: (2025)
Deep CNN Face Matchers Inherently Support Revocable Biometric Templates
by: Bhatta, Aman, et al.
Published: (2025)
by: Bhatta, Aman, et al.
Published: (2025)
SKeDA: A Generative Watermarking Framework for Text-to-video Diffusion Models
by: Yang, Yang, et al.
Published: (2026)
by: Yang, Yang, et al.
Published: (2026)
CFE-PPAR: Compression-friendly encryption for privacy-preserving action recognition leveraging video transformers
by: Lin, Haiwei, et al.
Published: (2026)
by: Lin, Haiwei, et al.
Published: (2026)
Spot Risks Before Speaking! Unraveling Safety Attention Heads in Large Vision-Language Models
by: Zheng, Ziwei, et al.
Published: (2025)
by: Zheng, Ziwei, et al.
Published: (2025)
Deepfake detection in videos with multiple faces using geometric-fakeness features
by: Vyshegorodtsev, Kirill, et al.
Published: (2024)
by: Vyshegorodtsev, Kirill, et al.
Published: (2024)
Pixel Seal: Adversarial-only training for invisible image and video watermarking
by: Souček, Tomáš, et al.
Published: (2025)
by: Souček, Tomáš, et al.
Published: (2025)
Physical Evaluation of Naturalistic Adversarial Patches for Camera-Based Traffic-Sign Detection
by: D'Urso, Brianna, et al.
Published: (2026)
by: D'Urso, Brianna, et al.
Published: (2026)
MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs
by: Liu, Yilian, et al.
Published: (2026)
by: Liu, Yilian, et al.
Published: (2026)
Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry
by: Manna, Supriya, et al.
Published: (2024)
by: Manna, Supriya, et al.
Published: (2024)
SAGE: Exploring the Boundaries of Unsafe Concept Domain with Semantic-Augment Erasing
by: Zhu, Hongguang, et al.
Published: (2025)
by: Zhu, Hongguang, et al.
Published: (2025)
CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning
by: Liu, Fengchun, et al.
Published: (2025)
by: Liu, Fengchun, et al.
Published: (2025)
Defending LVLMs Against Vision Attacks through Partial-Perception Supervision
by: Zhou, Qi, et al.
Published: (2024)
by: Zhou, Qi, et al.
Published: (2024)
LAID: Lightweight AI-Generated Image Detection in Spatial and Spectral Domains
by: Chivaran, Nicholas, et al.
Published: (2025)
by: Chivaran, Nicholas, et al.
Published: (2025)
SteerDiff: Steering towards Safe Text-to-Image Diffusion Models
by: Zhang, Hongxiang, et al.
Published: (2024)
by: Zhang, Hongxiang, et al.
Published: (2024)
SafeVision: Efficient Image Guardrail with Robust Policy Adherence and Explainability
by: Xu, Peiyang, et al.
Published: (2025)
by: Xu, Peiyang, et al.
Published: (2025)
Training-Free In-Context Forensic Chain for Image Manipulation Detection and Localization
by: Chen, Rui, et al.
Published: (2025)
by: Chen, Rui, et al.
Published: (2025)
DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling
by: Li, Boheng, et al.
Published: (2025)
by: Li, Boheng, et al.
Published: (2025)
Rethinking and Red-Teaming Protective Perturbation in Personalized Diffusion Models
by: Liu, Yixin, et al.
Published: (2024)
by: Liu, Yixin, et al.
Published: (2024)
On the Robustness of Watermarking for Autoregressive Image Generation
by: Müller, Andreas, et al.
Published: (2026)
by: Müller, Andreas, et al.
Published: (2026)
Noise Aggregation Analysis Driven by Small-Noise Injection: Efficient Membership Inference for Diffusion Models
by: Li, Guo, et al.
Published: (2025)
by: Li, Guo, et al.
Published: (2025)
Comparative Evaluation of Deep Learning Models for Fake Image Detection
by: Pakala, Akhitha, et al.
Published: (2026)
by: Pakala, Akhitha, et al.
Published: (2026)
Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding
by: Jang, Jonggyu, et al.
Published: (2024)
by: Jang, Jonggyu, et al.
Published: (2024)
Biometrics in Extended Reality: A Review
by: Agarwal, Ayush, et al.
Published: (2024)
by: Agarwal, Ayush, et al.
Published: (2024)
Can VLMs Detect and Localize Fine-Grained AI-Edited Images?
by: Sun, Zhen, et al.
Published: (2025)
by: Sun, Zhen, et al.
Published: (2025)
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models
by: Gao, Kuofeng, et al.
Published: (2025)
by: Gao, Kuofeng, et al.
Published: (2025)
CAAP: Capture-Aware Adversarial Patch Attacks on Palmprint Recognition Models
by: Liu, Renyang, et al.
Published: (2026)
by: Liu, Renyang, et al.
Published: (2026)
CSF: Black-box Fingerprinting via Compositional Semantics for Text-to-Image Models
by: Lee, Junhoo, et al.
Published: (2026)
by: Lee, Junhoo, et al.
Published: (2026)
Beyond Known Fakes: Generalized Detection of AI-Generated Images via Post-hoc Distribution Alignment
by: Wang, Li, et al.
Published: (2025)
by: Wang, Li, et al.
Published: (2025)
Learning to Watermark in the Latent Space of Generative Models
by: Rebuffi, Sylvestre-Alvise, et al.
Published: (2026)
by: Rebuffi, Sylvestre-Alvise, et al.
Published: (2026)
Leveraging Membership Inference Attacks for Privacy Measurement in Federated Learning for Remote Sensing Images
by: Duong, Anh-Kiet, et al.
Published: (2026)
by: Duong, Anh-Kiet, et al.
Published: (2026)
The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking
by: Li, Yuying, et al.
Published: (2024)
by: Li, Yuying, et al.
Published: (2024)
PuFace: Defending against Facial Cloaking Attacks for Facial Recognition Models
by: Wen, Jing
Published: (2024)
by: Wen, Jing
Published: (2024)
Dormant: Defending against Pose-driven Human Image Animation
by: Zhou, Jiachen, et al.
Published: (2024)
by: Zhou, Jiachen, et al.
Published: (2024)
PromptLA: Towards Integrity Verification of Black-box Text-to-Image Diffusion Models
by: Zhang, Zhuomeng, et al.
Published: (2024)
by: Zhang, Zhuomeng, et al.
Published: (2024)
Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving
by: Zhou, Ce, et al.
Published: (2024)
by: Zhou, Ce, et al.
Published: (2024)
Backdoor Attacks against Image-to-Image Networks
by: Jiang, Wenbo, et al.
Published: (2024)
by: Jiang, Wenbo, et al.
Published: (2024)
Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models
by: Tian, Zhihua, et al.
Published: (2025)
by: Tian, Zhihua, et al.
Published: (2025)
PLA: Prompt Learning Attack against Text-to-Image Generative Models
by: Lyu, Xinqi, et al.
Published: (2025)
by: Lyu, Xinqi, et al.
Published: (2025)
DataCook: Crafting Anti-Adversarial Examples for Healthcare Data Copyright Protection
by: Shang, Sihan, et al.
Published: (2024)
by: Shang, Sihan, et al.
Published: (2024)
Similar Items
-
Blind Spot Navigation: Evolutionary Discovery of Sensitive Semantic Concepts for LVLMs
by: Pan, Zihao, et al.
Published: (2025) -
Deep CNN Face Matchers Inherently Support Revocable Biometric Templates
by: Bhatta, Aman, et al.
Published: (2025) -
SKeDA: A Generative Watermarking Framework for Text-to-video Diffusion Models
by: Yang, Yang, et al.
Published: (2026) -
CFE-PPAR: Compression-friendly encryption for privacy-preserving action recognition leveraging video transformers
by: Lin, Haiwei, et al.
Published: (2026) -
Spot Risks Before Speaking! Unraveling Safety Attention Heads in Large Vision-Language Models
by: Zheng, Ziwei, et al.
Published: (2025)