Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection
☆11Sep 19, 2023Updated 3 years ago
Alternatives and similar repositories for TopoTrigger
Users that are interested in TopoTrigger are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19Mar 26, 2022Updated 4 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆24Oct 13, 2021Updated 5 years ago
- competition☆16Aug 1, 2020Updated 6 years ago
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆23Jul 12, 2021Updated 5 years ago
- ☆11Jan 25, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆20May 6, 2022Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Feb 8, 2021Updated 5 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆28Oct 5, 2022Updated 4 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Aug 24, 2022Updated 4 years ago
- [NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"☆18Nov 9, 2021Updated 4 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Apr 5, 2022Updated 4 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated last year
- [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…☆25May 25, 2023Updated 3 years ago
- ☆25Nov 12, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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 4 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆48Feb 28, 2023Updated 3 years ago
- ☆29Jun 17, 2024Updated 2 years ago
- ☆16Dec 3, 2021Updated 4 years ago
- This is the official implementation of our paper 'Black-box Dataset Ownership Verification via Backdoor Watermarking'.☆29May 1, 2026Updated 5 months ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆31Jul 11, 2023Updated 3 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Nov 16, 2022Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆86Jul 20, 2023Updated 3 years ago
- ☆27Oct 17, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆65May 8, 2023Updated 3 years ago
- ☆19Jun 21, 2021Updated 5 years ago
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 5 years ago
- Training and evaluation scripts for MALA (https://arxiv.org/abs/1709.02974).☆11Jun 23, 2021Updated 5 years ago
- Data-Efficient Backdoor Attacks☆20Jun 15, 2022Updated 4 years ago
- A Implementation of ICCV-2021(Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection)☆30Aug 27, 2021Updated 5 years ago
- ☆18Nov 13, 2021Updated 4 years ago
- This repository contains code developed by the SRI team for the IARPA/TrojAI program.☆21Jul 1, 2021Updated 5 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆119Aug 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for "Label-Consistent Backdoor Attacks"☆59Nov 22, 2020Updated 5 years ago
- Camouflage poisoning via machine unlearning☆20Jul 3, 2025Updated last year
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 4 years ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆14Aug 22, 2022Updated 4 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆64Nov 12, 2024Updated last year
- Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)☆25Oct 21, 2021Updated 5 years ago