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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models CVPR 2025
Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025
OSV: One Step is Enough for High-Quality Image to Video Generation CVPR 2025
Doppelgangers and Adversarial Vulnerability CVPR 2025
Test-Time Backdoor Detection for Object Detection Models CVPR 2025
SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models CVPR 2025
Mind the Gap: Detecting Black-box Adversarial Attacks in the Making through Query Update Analysis CVPR 2025
MixerMDM: Learnable Composition of Human Motion Diffusion Models CVPR 2025
Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025
Generative Adversarial Diffusion ICCV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers AAAI 2025
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing CVPR 2025
Backdoor Attacks on Neural Networks via One-Bit Flip ICCV 2025
A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025
Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025
FastJSMA: Accelerating Jacobian-based Saliency Map Attacks through Gradient Decoupling ICCV 2025
Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025
Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination ICCV 2025
Towards Robust Defense against Customization via Protective Perturbation Resistant to Diffusion-based Purification ICCV 2025
IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves ICCV 2025
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking CVPR 2025
Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs EMNLP 2025
How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025