Readme.md

Title	Publisher	Repo	Paper	Key words
Towards Transferable Targeted 3D Adversarial Attack in the Physical World	CVPR	-		3D, physical attack
VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models	CVPR	-		-
Attack To Defend: Exploiting Adversarial Attacks for Detecting Poisoned Models	CVPR	-		Poisoning/Trojan/Backdoor attack defense
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks	CVPR	-		-
PAD: Patch-Agnostic Defense against Adversarial Patch Attacks	CVPR			-
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning	CVPR			-
A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning	CVPR	-		-
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP	CVPR	-		-
Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack	CVPR			-
MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models	CVPR	-		-
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World	CVPR	-		-
Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving	CVPR	-		-
Re-thinking Data Availability Attacks Against Deep Neural Networks	CVPR			-
Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning	CVPR	-		-
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization	CVPR	-		-
Semantic-Aware Multi-Label Adversarial Attacks	CVPR			-
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks	CVPR	-		-
Overload: Latency Attacks on Object Detection for Edge Devices	CVPR	-		-
Data Poisoning based Backdoor Attacks to Contrastive Learning	CVPR	-		-
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models	CVPR	-		-
MMA-Diffusion: MultiModal Attack on Diffusion Models	CVPR			-
Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning	CVPR			Perturbation attack, Optimization, Transferability Enhancement
Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training	CVPR			-
Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving	CVPR	-		-
SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers	CVPR	-		-
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers	CVPR			-
GLOW: Global Layout Aware Attacks on Object Detection	CVPR	-		-
Improving Transferable Targeted Adversarial Attacks with Model Self-Enhancement	CVPR			-
BrainWash: A Poisoning Attack to Forget in Continual Learning	CVPR			-
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning	CVPR			-
Towards Fairness-Aware Adversarial Learning	CVPR	-		-
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds	CVPR	-		-
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement	CVPR	-		-
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training	CVPR	-		-
Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning	CVPR			-
ASAM: Boosting Segment Anything Model with Adversarial Tuning	CVPR			-
NAPGuard: Towards Detecting Naturalistic Adversarial Patches	CVPR	-		-
Towards Understanding and Improving Adversarial Robustness of Vision Transformers	CVPR	-		-
Infrared Adversarial Car Stickers	CVPR	-		-
Boosting Adversarial Transferability by Block Shuffle and Rotation	CVPR	-		-
One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models	CVPR			-
Adversarial Score Distillation: When score distillation meets GAN	CVPR			-
Focus on Hiders: Exploring Hidden Threats for Enhancing Adversarial Training	CVPR	-		-
Robust Image Denoising through Adversarial Frequency Mixup	CVPR			-
Towards Robust 3D Pose Transfer with Adversarial Learning	CVPR	-		-
Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples	CVPR	-		-
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor	CVPR			-
Adversarial Distillation Based on Slack Matching and Attribution Region Alignment	CVPR	-		-
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners	CVPR	-		-
Revisiting Adversarial Training at Scale	CVPR			-
Structure-Guided Adversarial Training of Diffusion Models	CVPR	-		-
Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay	CVPR	-		-
Learning to Transform Dynamically for Better Adversarial Transferability	CVPR			Input transformation, Reinforcement learning
Ensemble Diversity Facilitates Adversarial Transferability	CVPR	-		-
Revisiting Adversarial Training Under Long-Tailed Distributions	CVPR			-
DAP: A Dynamic Adversarial Patch for Evading Person Detectors	CVPR	-		-
Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness	CVPR	-		-
Revisiting Adversarial Training Under Long-Tailed Distributions	CVPR			-
Initialization Matters for Adversarial Transfer Learning	CVPR			-
Language-Driven Anchors for Zero-Shot Adversarial Robustness	CVPR	-		-
DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection	CVPR			-
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models	CVPR			-
Adversarial Text to Continuous Image Generation	CVPR	-		-
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM	CVPR			-
Boosting Adversarial Training via Fisher-Rao Norm-based Regularization	CVPR			-
MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model	CVPR			-
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models	CVPR	-		-
CAD: Photorealistic 3D Generation via Adversarial Distillation	CVPR	-		-
Random Entangled Tokens for Adversarially Robust Vision Transformer	CVPR	-		-