maximilianmozes / fgws
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples (EACL 2021)
☆8Updated 3 years ago
Alternatives and similar repositories for fgws:
Users that are interested in fgws are comparing it to the libraries listed below
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆15Updated 4 months ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆29Updated 2 years ago
- A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)☆26Updated 3 years ago
- Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021☆43Updated 3 years ago
- ☆24Updated 3 years ago
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆79Updated 5 months ago
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Updated last year
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆32Updated 3 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆17Updated last year
- ☆24Updated last year
- Natural Universal Trigger Search (NUTS)☆21Updated 3 years ago
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆29Updated 4 years ago
- ☆41Updated 2 weeks ago
- ☆37Updated last year
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆39Updated 3 years ago
- ☆9Updated 3 years ago
- [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Y…☆84Updated last year
- 🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…☆39Updated last year
- OOD Generalization and Detection (ACL 2020)☆60Updated 4 years ago
- Repository for ACL 2022 paper Mix and Match: Learning-free Controllable Text Generation using Energy Language Models☆41Updated 2 years ago
- ☆11Updated 2 years ago
- ☆24Updated 3 years ago
- EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975☆37Updated last year
- Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)☆24Updated 3 years ago
- [NeurIPS 2023 D&B Track] Code and data for paper "Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evalua…☆31Updated last year
- ☆25Updated 5 months ago
- code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification☆27Updated 2 years ago
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 3 years ago
- codes for paper "learning to discriminate perturbations for blocking adversarial attacks in text classification" in EMNLP19☆15Updated 4 years ago
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆69Updated last year