thunlp / OpenBackdoor
An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
☆151Updated last year
Related projects ⓘ
Alternatives and complementary repositories for OpenBackdoor
- Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"☆37Updated 2 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆29Updated 3 years ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆44Updated last month
- Hidden backdoor attack on NLP systems☆46Updated 3 years ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆67Updated 2 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆76Updated 3 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆93Updated last month
- Official Repo of ICLR 24 BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆17Updated 3 months ago
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆21Updated 2 years ago
- Code and data of the EMNLP 2021 paper "Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer"☆41Updated 2 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 4 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆177Updated 8 months ago
- A survey on harmful fine-tuning attack for large language model☆80Updated last week
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆189Updated 4 months ago
- ☆39Updated 9 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆276Updated 3 months ago
- Repository for Towards Codable Watermarking for Large Language Models☆29Updated last year
- Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"☆99Updated last year
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆55Updated 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 "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆37Updated 3 years ago
- TrojanLM: Trojaning Language Models for Fun and Profit☆15Updated 3 years ago
- Natural Language Attacks in a Hard Label Black Box Setting.☆43Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆78Updated last year
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆27Updated 2 years ago
- ☆76Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆113Updated last week
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆30Updated 9 months ago
- Composite Backdoor Attacks Against Large Language Models☆9Updated 7 months ago
- ☆16Updated last year