Cover Image

DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Keita, Mamadou, Hamidouche, Wassim, Eutamene, Hessen Bougueffa, Taleb-Ahmed, Abdelmalik, Hadid, Abdenour
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification
by: Keita, Mamadou, et al.
Published: (2025)

FIDAVL: Fake Image Detection and Attribution using Vision-Language Model
by: Keita, Mamadou, et al.
Published: (2024)

Bi-LORA: A Vision-Language Approach for Synthetic Image Detection
by: Keita, Mamadou, et al.
Published: (2024)

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation
by: Keita, Mamadou, et al.
Published: (2026)

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection
by: Keita, Mamadou, et al.
Published: (2024)

Bi‐ LORA : A Vision‐Language Approach for Synthetic Image Detection
by: Mamadou Keita, et al.
Published: (2025)

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning
by: Eutamene, Hessen Bougueffa, et al.
Published: (2026)

Computer Science Conferences Should Require Nonrepudiable Experimental Results
by: Keita, Mamadou K., et al.
Published: (2026)

Energy-Latency Attacks: A New Adversarial Threat to Deep Learning
by: Meftah, Hanene F. Z. Brachemi, et al.
Published: (2025)

Real-time Threat Detection Strategies for Resource-constrained Devices
by: Hamidouche, Mounia, et al.
Published: (2024)

A Novel Buffered Federated Learning Framework for Privacy-Driven Anomaly Detection in IIoT
by: Poorazad, Samira Kamali, et al.
Published: (2024)

Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models
by: Dai, Haoran, et al.
Published: (2025)

CLIP-Flow: A Universal Discriminator for AI-Generated Images Inspired by Anomaly Detection
by: Yuan, Zhipeng, et al.
Published: (2025)

MIRROR: Manifold Ideal Reference ReconstructOR for Generalizable AI-Generated Image Detection
by: Liu, Ruiqi, et al.
Published: (2026)

DeePen: Penetration Testing for Audio Deepfake Detection
by: Müller, Nicolas, et al.
Published: (2025)

Color Matters: Demosaicing-Guided Color Correlation Training for Generalizable AI-Generated Image Detection
by: Zhong, Nan, et al.
Published: (2026)

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection
by: Cui, Xinjie, et al.
Published: (2024)

How Secure is Code Generated by ChatGPT?
by: Khoury, Raphaël, et al.
Published: (2023)

LeakyCLIP: Extracting Training Data from CLIP
by: Chen, Yunhao, et al.
Published: (2025)

On the Consideration of Vanity Address Generation via Identity-Based Signatures
by: Murasaki, Shogo, et al.
Published: (2025)

Towards Securing IIoT: An Innovative Privacy-Preserving Anomaly Detector Based on Federated Learning
by: Poorazad, Samira Kamali, et al.
Published: (2026)

PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition
by: Saadi, Ibtissam, et al.
Published: (2025)

Efficient Adversarial Detection Frameworks for Vehicle-to-Microgrid Services in Edge Computing
by: Omara, Ahmed, et al.
Published: (2025)

Prediction Inconsistency Helps Achieve Generalizable Detection of Adversarial Examples
by: Han, Sicong, et al.
Published: (2025)

Zero Day Ransomware Detection with Pulse: Function Classification with Transformer Models and Assembly Language
by: Gaber, Matthew, et al.
Published: (2024)

ObCLIP: Oblivious CLoud-Device Hybrid Image Generation with Privacy Preservation
by: Wu, Haoqi, et al.
Published: (2025)

Zero Day Malware Detection with Alpha: Fast DBI with Transformer Models for Real World Application
by: Gaber, Matthew, et al.
Published: (2025)

IDU-Detector: A Synergistic Framework for Robust Masquerader Attack Detection
by: Huang, Zilin, et al.
Published: (2024)

A PUF-Based Security Framework for Fault and Intrusion Detection
by: Oun, Ahmed, et al.
Published: (2026)

Jailbreaking Generative AI: Multivector Phishing Threats and Transformer based Defenses
by: Mishra, Rina, et al.
Published: (2025)

ScamDetect: Towards a Robust, Agnostic Framework to Uncover Threats in Smart Contracts
by: De Rosa, Pasquale, et al.
Published: (2025)

Certified Causal Defense with Generalizable Robustness
by: Qiao, Yiran, et al.
Published: (2024)

GenXSS: an AI-Driven Framework for Automated Detection of XSS Attacks in WAFs
by: Babaey, Vahid, et al.
Published: (2025)

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding
by: Jia, Yifan, et al.
Published: (2025)

ThreatFormer-IDS: Robust Transformer Intrusion Detection with Zero-Day Generalization and Explainable Attribution
by: Nayak, Srikumar
Published: (2026)

Quantifiable Uncertainty: A Stochastic Consensus Multi-Agent RAG Framework for Robust Malware Detection
by: Karbab, ElMouatez Billah
Published: (2026)

A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems
by: Shaikh, Ayan Javeed, et al.
Published: (2026)

From Evidence to Verdict: An Agent-Based Forensic Framework for AI-Generated Image Detection
by: Liang, Mengfei, et al.
Published: (2025)

Structural Representations for Cross-Attack Generalization in AI Agent Threat Detection
by: Iyer, Vignesh
Published: (2026)

LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection
by: Gungor, Onat, et al.
Published: (2025)