AISIGSJTU / SirenLinks
Siren: Byzantine-robust Federated Learning via Proactive Alarming (SoCC '21)
☆11Updated last year
Alternatives and similar repositories for Siren
Users that are interested in Siren are comparing it to the libraries listed below
Sorting:
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning☆15Updated 10 months ago
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆20Updated 2 months ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense☆17Updated last year
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Updated 3 years ago
- ☆18Updated 3 years ago
- ☆15Updated last year
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆26Updated 7 months ago
- [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling☆15Updated 10 months ago
- Distribution Preserving Backdoor Attack in Self-supervised Learning☆20Updated last year
- ☆26Updated last year
- ☆17Updated last year
- A toolbox for backdoor attacks.☆22Updated 2 years ago
- ☆19Updated 3 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated 2 years ago
- Official Implementation of NeurIPS 2024 paper - BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens☆27Updated 8 months ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification☆13Updated 6 months ago
- ☆20Updated last year
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆29Updated 11 months ago
- ☆68Updated 5 years ago
- Seminar 2022☆21Updated 2 months ago
- ☆19Updated 4 years ago
- This is the official code repository for paper "Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code".☆16Updated 2 months ago
- ☆19Updated last year
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆50Updated 6 months ago
- [NDSS 2025] "CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models"☆23Updated 3 months ago
- Code for ML Doctor☆91Updated last year
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Updated 8 months ago
- Official repo for FSE'24 paper "CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking"☆16Updated 9 months ago