Image de couverture de livre

Noise-Aware Misclassification Attack Detection in Collaborative DNN Inference

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yousefi, Shima, Debroy, Saptarshi
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Detection of Misreporting Attacks on Software-Defined Immersive Environments
par: Saha, Sourya, et autres
Publié: (2025)

Variational Autoencoder-Based Black-Box Adversarial Attack on Collaborative DNN Inference
par: Yousefi, Shima, et autres
Publié: (2025)

Deep Reinforcement Learning-driven Edge Offloading for Latency-constrained XR pipelines
par: Saha, Sourya, et autres
Publié: (2026)

Detection and Recovery of Adversarial Slow-Pose Drift in Offloaded Visual-Inertial Odometry
par: Saha, Soruya, et autres
Publié: (2025)

Poster: Reliable 3D Reconstruction for Ad-hoc Edge Implementations
par: Absur, Md Nurul, et autres
Publié: (2024)

Reliable Multi-view 3D Reconstruction for `Just-in-time' Edge Environments
par: Absur, Md. Nurul, et autres
Publié: (2025)

Towards Efficient and General-Purpose Few-Shot Misclassification Detection for Vision-Language Models
par: Zeng, Fanhu, et autres
Publié: (2025)

RAT: Boosting Misclassification Detection Ability without Extra Data
par: Yan, Ge, et autres
Publié: (2025)

CAFD: Concept-Aware DNN Fault Detection using VLMs
par: Abbasishahkoo, Amin, et autres
Publié: (2026)

Global-Local Collaborative Inference with LLM for Lidar-Based Open-Vocabulary Detection
par: Peng, Xingyu, et autres
Publié: (2024)

The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM
par: Gao, Shibo, et autres
Publié: (2025)

Spatial-Regularization-Aware Dual-Branch Collaborative Inference for Training-Free OVSS in Remote Sensing Imagery
par: Wang, Jianzheng, et autres
Publié: (2026)

CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
par: Kasaei, Seyed Amir, et autres
Publié: (2025)

Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization
par: Miao, Changtao, et autres
Publié: (2024)

Topology-Aware Skeleton Detection via Lighthouse-Guided Structured Inference
par: Fu, Daoyong, et autres
Publié: (2026)

GCP: Guarded Collaborative Perception with Spatial-Temporal Aware Malicious Agent Detection
par: Tao, Yihang, et autres
Publié: (2025)

FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection
par: Li, Yongze, et autres
Publié: (2025)

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration
par: Dong, Haotian, et autres
Publié: (2025)

Reinforcement Learning-Driven Edge Management for Reliable Multi-view 3D Reconstruction
par: Mounesan, Motahare, et autres
Publié: (2025)

Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks
par: Huang, Huiqun, et autres
Publié: (2025)

Learning Where to Embed: Noise-Aware Positional Embedding for Query Retrieval in Small-Object Detection
par: Zeng, Yangchen, et autres
Publié: (2026)

Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization
par: Zhang, Mingda, et autres
Publié: (2024)

Refine-and-Contrast: Adaptive Instance-Aware BEV Representations for Multi-UAV Collaborative Object Detection
par: Li, Zhongyao, et autres
Publié: (2025)

FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels
par: Li, Jichang, et autres
Publié: (2023)

Improved Anomaly Detection in Medical Images via Mean Shift Density Enhancement
par: Kar, Pritam, et autres
Publié: (2026)

U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching
par: Zhou, Junsheng, et autres
Publié: (2025)

Trajectory-Aware Adaptive Inference in Object Detection Models
par: Papanikolaou, Grigorios, et autres
Publié: (2026)

Responsive DNN Adaptation for Video Analytics against Environment Shift via Hierarchical Mobile-Cloud Collaborations
par: Zhao, Maozhe, et autres
Publié: (2025)

Attack-Aware Deepfake Detection under Counter-Forensic Manipulations
par: Fatima, Noor, et autres
Publié: (2025)

Distribution-based Low-rank Embedding
par: Yousefi, Bardia
Publié: (2023)

NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging
par: Shirakawa, Takahiro, et autres
Publié: (2024)

Uncertainty Aware Human-machine Collaboration in Camouflaged Object Detection
par: Yang, Ziyue, et autres
Publié: (2025)

From Full Boards to Tiny Defects: Scale-Aware Tile Inference with Topology-Aware Merging for High-Resolution PCB Defect Detection
par: Shalmani, Mohammad Alijanpour, et autres
Publié: (2026)

Towards Source-Aware Object Swapping with Initial Noise Perturbation
par: Zhan, Jiahui, et autres
Publié: (2026)

Iterative Misclassification Error Training (IMET): An Optimized Neural Network Training Technique for Image Classification
par: Singh, Ruhaan, et autres
Publié: (2025)

E4: Energy-Efficient DNN Inference for Edge Video Analytics Via Early-Exit and DVFS
par: Zhang, Ziyang, et autres
Publié: (2025)

Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks
par: Wang, Jiawei, et autres
Publié: (2025)

CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
par: Chowdhury, Townim Faisal, et autres
Publié: (2024)

ParCon: Noise-Robust Collaborative Perception via Multi-module Parallel Connection
par: Bae, Hyunchul, et autres
Publié: (2024)

Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization
par: Peng, Jiangweizhi, et autres
Publié: (2024)