Megum1 / BEAGLE
[NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
☆16Updated 8 months ago
Alternatives and similar repositories for BEAGLE:
Users that are interested in BEAGLE are comparing it to the libraries listed below
- [IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆19Updated last month
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆12Updated last month
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Updated 2 years ago
- ☆14Updated 2 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- Distribution Preserving Backdoor Attack in Self-supervised Learning☆14Updated last year
- A toolbox for backdoor attacks.☆20Updated 2 years ago
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆12Updated 2 months ago
- ☆26Updated 2 years ago
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆28Updated last month
- Siren: Byzantine-robust Federated Learning via Proactive Alarming (SoCC '21)☆11Updated 10 months ago
- This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning…☆17Updated last year
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Updated 2 months ago
- Machine Learning & Security Seminar @Purdue University☆25Updated last year
- ☆79Updated 3 years ago
- ☆18Updated 2 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆49Updated 2 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
- ☆13Updated 3 years ago
- ☆11Updated last year
- ☆17Updated 3 years ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆34Updated last year
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆46Updated 6 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆54Updated 2 years ago
- Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons☆14Updated 2 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆25Updated 2 months ago
- ☆24Updated last year
- ☆64Updated 4 years ago
- Reverse Engineering Imperceptible Backdoor Attacks on Deep Neural Networks for Detection and Training Set Cleansing☆12Updated 3 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆53Updated 2 months ago