This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms." ASSET achieves state-of-the-art reliability in detecting poisoned samples in end-to-end supervised learning/ self-supervised learning/ transfer learning.
☆19Jun 7, 2023Updated 2 years ago
Alternatives and similar repositories for ASSET
Users that are interested in ASSET are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Apr 27, 2023Updated 2 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆30Jul 11, 2023Updated 2 years ago
- ☆10Oct 31, 2022Updated 3 years ago
- This repo is the official implementation of the ICLR'23 paper "Towards Robustness Certification Against Universal Perturbations." We calc…☆12Feb 14, 2023Updated 3 years ago
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆36Sep 25, 2023Updated 2 years ago
- ☆27Feb 1, 2023Updated 3 years ago
- [CVPR 2024] "Data Poisoning based Backdoor Attacks to Contrastive Learning": official code implementation.☆16Feb 10, 2025Updated last year
- ☆32Sep 3, 2024Updated last year
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆39Dec 24, 2023Updated 2 years ago
- Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons☆15Jan 13, 2023Updated 3 years ago
- [IEEE TIP] Offical implementation for the work "BadCM: Invisible Backdoor Attack against Cross-Modal Learning".☆14Aug 30, 2024Updated last year
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆15Jan 3, 2023Updated 3 years ago
- Official Inplementation of CVPR23 paper "Backdoor Defense via Deconfounded Representation Learning"☆25Mar 13, 2023Updated 3 years ago
- Backdooring Neural Code Search☆14Sep 8, 2023Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Nov 16, 2022Updated 3 years ago
- This is the official Gtihub repo for our paper: "BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Lang…☆22Jul 3, 2024Updated last year
- ☆32Mar 4, 2022Updated 4 years ago
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆35Jan 9, 2023Updated 3 years ago
- Implementation of TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems (https://arxiv.org/pdf/190…☆19Apr 13, 2023Updated 2 years ago
- An evaluation framework for mitigating DNN backdoor attacks using data augmentations☆11Dec 10, 2020Updated 5 years ago
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆22Jul 12, 2021Updated 4 years ago
- ☆83Aug 3, 2021Updated 4 years ago
- ☆14Jun 6, 2023Updated 2 years ago
- Code repository for the paper "Heuristic Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models"☆15Aug 7, 2025Updated 7 months ago
- Machine Learning & Security Seminar @Purdue University☆25May 9, 2023Updated 2 years ago
- This is the code repository of our submission: Understanding the Dark Side of LLMs’ Intrinsic Self-Correction.☆62Dec 20, 2024Updated last year
- An Embarrassingly Simple Backdoor Attack on Self-supervised Learning☆20Jan 24, 2024Updated 2 years ago
- Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".☆75Oct 24, 2023Updated 2 years ago
- ☆31Jul 14, 2023Updated 2 years ago
- The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recogn…☆124May 9, 2023Updated 2 years ago
- The code implementation of MuScleLoRA (Accepted in ACL 2024)☆10Dec 1, 2024Updated last year
- ☆18Aug 15, 2022Updated 3 years ago
- ☆12Jan 25, 2025Updated last year
- ☆23Dec 14, 2023Updated 2 years ago
- Distribution Preserving Backdoor Attack in Self-supervised Learning☆20Jan 27, 2024Updated 2 years ago
- SaTML'23 paper "Backdoor Attacks on Time Series: A Generative Approach" by Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, and James Bail…☆21Feb 5, 2023Updated 3 years ago
- Implemention of "Piracy Resistant Watermarks for Deep Neural Networks" in TensorFlow.☆12Dec 5, 2020Updated 5 years ago
- Bullseye Polytope Clean-Label Poisoning Attack☆15Nov 5, 2020Updated 5 years ago
- This is the official implementation of our paper Untargeted Backdoor Attack against Object Detection.☆27Mar 6, 2023Updated 3 years ago