SAFER-AiD: Saccade-Assisted Foveal-peripheral vision Enhanced Reconstruction for Adversarial Defense
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jiayang, Tso, Daniel, Bu, Yiming, Qiu, Qinru |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Predictive Temporal Attention on Event-based Video Stream for Energy-efficient Situation Awareness
by: Bu, Yiming, et al.
Published: (2024)
by: Bu, Yiming, et al.
Published: (2024)
Spiking Vision Transformer with Saccadic Attention
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers
by: Gopal, Bhavna, et al.
Published: (2025)
by: Gopal, Bhavna, et al.
Published: (2025)
Saccadic Vision for Fine-Grained Visual Classification
by: Schmidt, Johann, et al.
Published: (2025)
by: Schmidt, Johann, et al.
Published: (2025)
TransNeXt: Robust Foveal Visual Perception for Vision Transformers
by: Shi, Dai
Published: (2023)
by: Shi, Dai
Published: (2023)
SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation
by: Mao, Zhenjie, et al.
Published: (2025)
by: Mao, Zhenjie, et al.
Published: (2025)
Enhancing Tracking Robustness with Auxiliary Adversarial Defense Networks
by: Wu, Zhewei, et al.
Published: (2024)
by: Wu, Zhewei, et al.
Published: (2024)
Emergence of Fixational and Saccadic Movements in a Multi-Level Recurrent Attention Model for Vision
by: Pan, Pengcheng, et al.
Published: (2025)
by: Pan, Pengcheng, et al.
Published: (2025)
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising
by: Huang, Tao, et al.
Published: (2024)
by: Huang, Tao, et al.
Published: (2024)
FovealNet: Advancing AI-Driven Gaze Tracking Solutions for Optimized Foveated Rendering System Performance in Virtual Reality
by: Liu, Wenxuan, et al.
Published: (2024)
by: Liu, Wenxuan, et al.
Published: (2024)
A Knowledge-guided Adversarial Defense for Resisting Malicious Visual Manipulation
by: Zhou, Dawei, et al.
Published: (2025)
by: Zhou, Dawei, et al.
Published: (2025)
Adversarial Defense in Vision-Language Models: An Overview
by: Fu, Xiaowei, et al.
Published: (2026)
by: Fu, Xiaowei, et al.
Published: (2026)
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction
by: Shi, Jiayang, et al.
Published: (2024)
by: Shi, Jiayang, et al.
Published: (2024)
SemanticSLAM: Learning based Semantic Map Construction and Robust Camera Localization
by: Li, Mingyang, et al.
Published: (2024)
by: Li, Mingyang, et al.
Published: (2024)
Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D Environments
by: Yang, Xiao, et al.
Published: (2025)
by: Yang, Xiao, et al.
Published: (2025)
Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
by: Wu, Lingxuan, et al.
Published: (2024)
by: Wu, Lingxuan, et al.
Published: (2024)
DM4CT: Benchmarking Diffusion Models for Computed Tomography Reconstruction
by: Shi, Jiayang, et al.
Published: (2026)
by: Shi, Jiayang, et al.
Published: (2026)
Filtered-ViT: A Robust Defense Against Multiple Adversarial Patch Attacks
by: Khanal, Aja, et al.
Published: (2025)
by: Khanal, Aja, et al.
Published: (2025)
Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications
by: Rossolini, Giulio, et al.
Published: (2023)
by: Rossolini, Giulio, et al.
Published: (2023)
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges
by: Chattopadhyay, Nandish, et al.
Published: (2025)
by: Chattopadhyay, Nandish, et al.
Published: (2025)
MapATM: Enhancing HD Map Construction through Actor Trajectory Modeling
by: Li, Mingyang, et al.
Published: (2026)
by: Li, Mingyang, et al.
Published: (2026)
Concept-Based Masking: A Patch-Agnostic Defense Against Adversarial Patch Attacks
by: Mehrotra, Ayushi, et al.
Published: (2025)
by: Mehrotra, Ayushi, et al.
Published: (2025)
Improving vision-language alignment with graph spiking hybrid Networks
by: Zhang, Siyu, et al.
Published: (2025)
by: Zhang, Siyu, et al.
Published: (2025)
Heatmap Guided Query Transformers for Robust Astrocyte Detection across Immunostains and Resolutions
by: Zhang, Xizhe, et al.
Published: (2025)
by: Zhang, Xizhe, et al.
Published: (2025)
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor
by: Jung, Jaewon, et al.
Published: (2024)
by: Jung, Jaewon, et al.
Published: (2024)
EndoVGGT: GNN-Enhanced Depth Estimation for Surgical 3D Reconstruction
by: Fan, Falong, et al.
Published: (2026)
by: Fan, Falong, et al.
Published: (2026)
CertMask: Certifiable Defense Against Adversarial Patches via Theoretically Optimal Mask Coverage
by: Lyu, Xuntao, et al.
Published: (2025)
by: Lyu, Xuntao, et al.
Published: (2025)
A Hybrid Defense Strategy for Boosting Adversarial Robustness in Vision-Language Models
by: Liang, Yuhan, et al.
Published: (2024)
by: Liang, Yuhan, et al.
Published: (2024)
C-LEAD: Contrastive Learning for Enhanced Adversarial Defense
by: Ghosh, Suklav, et al.
Published: (2025)
by: Ghosh, Suklav, et al.
Published: (2025)
Adversarial Backdoor Defense in CLIP
by: Kuang, Junhao, et al.
Published: (2024)
by: Kuang, Junhao, et al.
Published: (2024)
AiSDF: Structure-aware Neural Signed Distance Fields in Indoor Scenes
by: Jang, Jaehoon, et al.
Published: (2024)
by: Jang, Jaehoon, et al.
Published: (2024)
Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation
by: Kim, Minkyoung, et al.
Published: (2024)
by: Kim, Minkyoung, et al.
Published: (2024)
MirrorCheck: Efficient Adversarial Defense for Vision-Language Models
by: Fares, Samar, et al.
Published: (2024)
by: Fares, Samar, et al.
Published: (2024)
Semantic Aware Feature Extraction for Enhanced 3D Reconstruction
by: Nap, Ronald, et al.
Published: (2026)
by: Nap, Ronald, et al.
Published: (2026)
Adversarial Vulnerability Transcends Computational Paradigms: Feature Engineering Provides No Defense Against Neural Adversarial Transfer
by: Hsain, Achraf, et al.
Published: (2026)
by: Hsain, Achraf, et al.
Published: (2026)
Navigating the Trade-off: A Synthesis of Defensive Strategies for Zero-Shot Adversarial Robustness in Vision-Language Models
by: Xu, Zane, et al.
Published: (2025)
by: Xu, Zane, et al.
Published: (2025)
A Real-Time Defense Against Object Vanishing Adversarial Patch Attacks for Object Detection in Autonomous Vehicles
by: Mu, Jaden
Published: (2024)
by: Mu, Jaden
Published: (2024)
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey
by: Zhang, Chenyu, et al.
Published: (2024)
by: Zhang, Chenyu, et al.
Published: (2024)
Autoencoder-based Denoising Defense against Adversarial Attacks on Object Detection
by: Song, Min Geun, et al.
Published: (2025)
by: Song, Min Geun, et al.
Published: (2025)
FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance
by: Zhuang, Jiedong, et al.
Published: (2024)
by: Zhuang, Jiedong, et al.
Published: (2024)
Similar Items
-
Predictive Temporal Attention on Event-based Video Stream for Energy-efficient Situation Awareness
by: Bu, Yiming, et al.
Published: (2024) -
Spiking Vision Transformer with Saccadic Attention
by: Wang, Shuai, et al.
Published: (2025) -
SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers
by: Gopal, Bhavna, et al.
Published: (2025) -
Saccadic Vision for Fine-Grained Visual Classification
by: Schmidt, Johann, et al.
Published: (2025) -
TransNeXt: Robust Foveal Visual Perception for Vision Transformers
by: Shi, Dai
Published: (2023)