TextGuard: Provable Defense against Backdoor Attacks on Text Classification
☆15Nov 7, 2023Updated 2 years ago
Alternatives and similar repositories for TextGuard
Users that are interested in TextGuard are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code associated with ICML (2024). "Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normaliz…☆10Feb 22, 2026Updated 2 months ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆13Aug 22, 2022Updated 3 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 4 years ago
- ☆29Aug 21, 2023Updated 2 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆37Nov 3, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆16Jul 6, 2024Updated last year
- ☆18Aug 15, 2022Updated 3 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆206Apr 10, 2023Updated 3 years ago
- ☆15Dec 7, 2023Updated 2 years ago
- [NDSS 2025] "CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models"☆26Aug 20, 2025Updated 8 months ago
- Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)☆25Oct 21, 2021Updated 4 years ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆32Jul 11, 2022Updated 3 years ago
- ☆38Feb 7, 2024Updated 2 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆14Nov 27, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- BackdoorMBTI is an open source project expanding the unimodal backdoor learning to a multimodal context. We hope that BackdoorMBTI can fa…☆28Mar 18, 2026Updated last month
- 天池比赛-铝型材表面瑕疵识别的实现；Pytorch；finetune renet;☆15Oct 27, 2018Updated 7 years ago
- 老年人阿尔默兹海默症预防诊断，方法：随机森林+遗传算法【PS：论文（已发表）+专利（已撰写）】，可供参考，支持联系zheng-gogo作者讨论，禁止商业、侵权等操作使用☆11Mar 18, 2021Updated 5 years ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Aug 24, 2022Updated 3 years ago
- The implementatioin code of paper: “A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning”☆11Jul 1, 2023Updated 2 years ago
- Code for Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks (NeurIPS 2022)☆10Jul 20, 2023Updated 2 years ago
- Source code for the ACL'2025 paper titled "Unveiling privacy risks in llm agent memory"☆29Dec 2, 2025Updated 4 months ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆11Mar 13, 2024Updated 2 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆11Sep 23, 2025Updated 7 months ago
- Disguising Attacks with Explanation-Aware Backdoors (IEEE S&P 2023)☆12Jan 3, 2026Updated 3 months ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆15Feb 26, 2026Updated 2 months ago
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 4 years ago
- bert蒸馏实践，包含BiLSTM蒸馏BERT和TinyBert☆13Apr 23, 2022Updated 4 years ago
- Fingerprint large language models☆51Jul 11, 2024Updated last year
- ☆41Feb 7, 2024Updated 2 years ago
- ☆17Apr 22, 2026Updated last week
- 2023届合肥工业大学电子信息科学与技术毕业设计。毕设题目：基于机器视觉技术的液晶屏切割缺陷辅助检测系统☆11May 9, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Jan 9, 2025Updated last year
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- Bias Benchmark for Natural Language Inference. Code repo for the Findings of NAACL 2022 paper "On Measuring Social Biases in Prompt-Based…☆15Apr 28, 2022Updated 4 years ago
- Distilling Task-Specific Knowledge from BERT into Simple Neural Networks.☆15Aug 28, 2020Updated 5 years ago
- ☆11Jun 2, 2022Updated 3 years ago
- This is the repository for the resources in TACL 2022 Paper "Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inf…☆14Aug 17, 2022Updated 3 years ago
- Slowdown prediction module of Echo: Simulating Distributed Training at Scale☆13May 17, 2025Updated 11 months ago