This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."
☆24Apr 5, 2022Updated 3 years ago
Alternatives and similar repositories for PixelBackdoor
Users that are interested in PixelBackdoor are comparing it to the libraries listed below
Sorting:
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆29Dec 31, 2024Updated last year
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Aug 24, 2022Updated 3 years ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense☆17May 7, 2024Updated last year
- Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons☆15Jan 13, 2023Updated 3 years ago
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning☆15Jan 15, 2025Updated last year
- ☆27Nov 9, 2022Updated 3 years ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆27Apr 15, 2025Updated 10 months ago
- A toolbox for backdoor attacks.☆23Jan 13, 2023Updated 3 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Nov 16, 2022Updated 3 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆27Oct 5, 2022Updated 3 years ago
- ☆26Dec 1, 2022Updated 3 years ago
- ☆19Mar 26, 2022Updated 3 years ago
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 2 years ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 2 months ago
- ☆12May 27, 2022Updated 3 years ago
- ☆20May 6, 2022Updated 3 years ago
- ☆13May 1, 2024Updated last year
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆36Sep 25, 2023Updated 2 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆63May 8, 2023Updated 2 years ago
- competition☆17Aug 1, 2020Updated 5 years ago
- ☆18Jun 15, 2021Updated 4 years ago
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆20Oct 5, 2025Updated 4 months ago
- ☆18Aug 15, 2022Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆135Nov 11, 2024Updated last year
- Implementation of TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems (https://arxiv.org/pdf/190…☆19Apr 13, 2023Updated 2 years ago
- This work corroborates a run-time Trojan detection method exploiting STRong Intentional Perturbation of inputs, is a multi-domain Trojan …☆10Mar 7, 2021Updated 4 years ago
- ☆20Feb 11, 2024Updated 2 years ago
- Data-Efficient Backdoor Attacks☆20Jun 15, 2022Updated 3 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆47Feb 28, 2023Updated 3 years ago
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆35Jan 9, 2023Updated 3 years ago
- ☆19Jun 21, 2021Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Feb 8, 2021Updated 5 years ago
- ☆11Jan 25, 2022Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆38Jul 22, 2024Updated last year
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆22Jul 12, 2021Updated 4 years ago
- ☆15Apr 7, 2023Updated 2 years ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆39Dec 24, 2023Updated 2 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆48Apr 27, 2022Updated 3 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆27Nov 18, 2024Updated last year