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neural network security

46 papers

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Co-occurring keywords

backdoor attack (377) adversarial learning (1592) adversarial attack (1599) deep neural network (1801) neural network (6616) trojan attack (23) model security (118) adversarial defense (324) backdoor detection (32) adversarial machine learning (41)

Papers

Backdoor Defense via Enhanced Splitting and Trap Isolation ICCV 2025
SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models CVPR 2025
Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks AAAI 2025
Test-Time Backdoor Detection for Object Detection Models CVPR 2025
Attention-Imperceptible Backdoor Attacks on Vision Transformers AAAI 2025
BAN: Detecting Backdoors Activated by Adversarial Neuron Noise NIPS 2024
Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024
Beyond Slow Signs in High-fidelity Model Extraction NIPS 2024
Defending Against Backdoor Attacks by Layer-wise Feature Analysis (Extended Abstract) IJCAI 2024
Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain AAAI 2024
Temporal-Distributed Backdoor Attack against Video Based Action Recognition AAAI 2024
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NIPS 2024
PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks EMNLP 2024
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories NIPS 2024
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NIPS 2023
Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion INTERSPEECH 2023
Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency CVPR 2023
Poisoning-Based Backdoor Attacks in Computer Vision AAAI 2023
TrojViT: Trojan Insertion in Vision Transformers CVPR 2023
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning NIPS 2023
Architectural Backdoors in Neural Networks CVPR 2023
You Are Catching My Attention: Are Vision Transformers Bad Learners Under Backdoor Attacks? CVPR 2023
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training ICCV 2023
Dual-Key Multimodal Backdoors for Visual Question Answering CVPR 2022