lishaofeng / NLP_Backdoor
Hidden backdoor attack on NLP systems
☆47Updated 3 years ago
Alternatives and similar repositories for NLP_Backdoor:
Users that are interested in NLP_Backdoor are comparing it to the libraries listed below
- Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"☆41Updated 2 years ago
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆22Updated 3 years ago
- ☆18Updated last year
- Code and data of the ACL 2021 paper "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"☆16Updated 3 years ago
- Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)☆24Updated 3 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆32Updated 3 years ago
- ☆15Updated 3 years ago
- ☆64Updated 4 years ago
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆38Updated 3 years ago
- ☆79Updated 3 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆173Updated last year
- TrojanLM: Trojaning Language Models for Fun and Profit☆16Updated 3 years ago
- Code and data of the EMNLP 2021 paper "Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer"☆42Updated 2 years ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆29Updated 2 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 8 months ago
- ☆17Updated 2 years ago
- ☆24Updated 3 years ago
- ☆23Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆82Updated last year
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- Code and data for our paper "Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark"…☆48Updated last year
- 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
- ☆9Updated 3 years ago
- Code release for DeepJudge (S&P'22)☆51Updated 2 years ago
- ☆24Updated 2 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated last year
- A curated list of trustworthy Generative AI papers. Daily updating...☆70Updated 6 months ago
- ☆23Updated 2 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆57Updated last year
- ☆20Updated 6 months ago