Megum1 / DFST
[AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification
☆28Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for DFST
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- [IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆18Updated last month
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆24Updated 3 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆50Updated 2 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆49Updated last week
- ☆17Updated 2 years ago
- A simple implementation of BadNets on MNIST☆32Updated 5 years ago
- ☆76Updated 3 years ago
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆11Updated 5 months ago
- A toolbox for backdoor attacks.☆19Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆91Updated 2 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆47Updated 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…☆41Updated 2 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- ☆16Updated last year
- Code release for DeepJudge (S&P'22)☆51Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆27Updated 3 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆46Updated 6 years ago
- ☆12Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆78Updated last year
- ☆43Updated 2 months ago
- Distribution Preserving Backdoor Attack in Self-supervised Learning☆11Updated 9 months ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆31Updated last month
- Code for paper: "PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification", IEEE S&P 2024.☆28Updated 3 months ago
- ☆26Updated 2 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆24Updated this week
- ☆17Updated 3 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆55Updated last year
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆28Updated 3 months ago
- ☆28Updated 2 years ago