Shawn-Shan / forensics
Code Implementation for Traceback of Data Poisoning Attacks in Neural Networks
☆19Updated 2 years ago
Alternatives and similar repositories for forensics:
Users that are interested in forensics are comparing it to the libraries listed below
- ☆45Updated 4 years ago
- ☆17Updated 3 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Updated 2 years ago
- ☆24Updated 2 years ago
- [IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆21Updated 3 months ago
- ☆23Updated 2 years ago
- ☆64Updated 4 years ago
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆18Updated last year
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆54Updated 2 years ago
- ☆19Updated 3 years ago
- ☆10Updated 4 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆47Updated 2 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- verifying machine unlearning by backdooring☆20Updated 2 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆50Updated 2 years ago
- ☆24Updated 2 years ago
- ☆13Updated 3 years ago
- ☆19Updated 3 years ago
- A toolbox for backdoor attacks.☆21Updated 2 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆28Updated 4 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆64Updated 3 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆25Updated 4 months ago
- Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons☆14Updated 2 years ago
- This is the source code for MEA-Defender. Our paper is accepted by the IEEE Symposium on Security and Privacy (S&P) 2024.☆20Updated last year
- ☆19Updated 2 years ago
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆15Updated 3 months ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense☆17Updated 10 months ago