leix28 / prompt-universal-vulnerabilityView external linksLinks
Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022
☆32Jul 11, 2022Updated 3 years ago
Alternatives and similar repositories for prompt-universal-vulnerability
Users that are interested in prompt-universal-vulnerability are comparing it to the libraries listed below
Sorting:
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆40Jul 8, 2024Updated last year
- Composite Backdoor Attacks Against Large Language Models☆22Apr 12, 2024Updated last year
- Natural Universal Trigger Search (NUTS)☆21Apr 17, 2021Updated 4 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆200Apr 10, 2023Updated 2 years ago
- ☆26Dec 1, 2022Updated 3 years ago
- ☆25Jun 23, 2021Updated 4 years ago
- ☆26Aug 21, 2024Updated last year
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆72Mar 24, 2023Updated 2 years ago
- ☆14Nov 26, 2019Updated 6 years ago
- ☆14Jul 13, 2022Updated 3 years ago
- ☆57Oct 5, 2022Updated 3 years ago
- Caffe code for the paper "Adversarial Manipulation of Deep Representations"☆17Nov 6, 2017Updated 8 years ago
- This is the artifact for paper “Are Machine Learning Cloud APIs Used Correctly? (#421)” in ICSE2021☆16Feb 27, 2021Updated 4 years ago
- AAAI 2022 paper - Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction☆18Dec 23, 2021Updated 4 years ago
- TextGuard: Provable Defense against Backdoor Attacks on Text Classification☆13Nov 7, 2023Updated 2 years ago
- Code for paper: PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models, IEEE ICASSP 2024. Demo//124.220.228.133:11107☆20Aug 10, 2024Updated last year
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆18Jun 12, 2023Updated 2 years ago
- [NAACL 2022] "SemAttack: Natural Textual Attacks via Different Semantic Spaces" by Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li☆21Jun 11, 2022Updated 3 years ago
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆24Dec 9, 2021Updated 4 years ago
- ☆27Nov 20, 2023Updated 2 years ago
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆65Apr 18, 2022Updated 3 years ago
- code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification☆27Mar 21, 2022Updated 3 years ago
- syntactically controlled paraphrase networks☆168Dec 30, 2018Updated 7 years ago
- Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks☆24Dec 11, 2020Updated 5 years ago
- DeepLocalize: Fault Localization for Deep NeuralNetworks☆27Feb 23, 2021Updated 4 years ago
- A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)☆26Sep 12, 2021Updated 4 years ago
- ☆31Oct 7, 2021Updated 4 years ago
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆31Jan 27, 2021Updated 5 years ago
- Code for paper: "PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification", IEEE S&P 2024.☆34Aug 10, 2024Updated last year
- [ICLR 2020] Code for paper "Robustness Verification for Transformers"☆27Nov 26, 2024Updated last year
- ☆38Jan 15, 2025Updated last year
- ☆13Apr 27, 2021Updated 4 years ago
- This repository contains the registries for components, agents and services, the second part of the autonolas-v1 protocol.☆15Updated this week
- Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)☆301Jul 25, 2024Updated last year
- [ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners☆130Dec 7, 2022Updated 3 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85May 10, 2022Updated 3 years ago
- The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.☆43Sep 5, 2021Updated 4 years ago
- A platform aimed at creating websites that perform self-optimization☆12May 4, 2024Updated last year
- Universal Adversarial Networks☆32Jul 30, 2018Updated 7 years ago