SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)
☆31Jan 27, 2021Updated 5 years ago
Alternatives and similar repositories for Structure-free-certified-NLP
Users that are interested in Structure-free-certified-NLP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)☆38Dec 30, 2019Updated 6 years ago
- ☆14May 7, 2024Updated 2 years ago
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆17Oct 8, 2024Updated last year
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Oct 27, 2023Updated 2 years ago
- [ICLR 2020] Code for paper "Robustness Verification for Transformers"☆26Nov 26, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular da…☆19Jun 12, 2024Updated last year
- ☆25May 6, 2021Updated 5 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆17Jun 12, 2023Updated 2 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆96Oct 18, 2022Updated 3 years ago
- "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …☆17Nov 16, 2019Updated 6 years ago
- ☆14Jul 13, 2022Updated 3 years ago
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆82Mar 24, 2023Updated 3 years ago
- An Open-Source Package for Textual Adversarial Attack.☆776Jul 20, 2023Updated 2 years ago
- Implementation code for the paper "Generating Natural Language Adversarial Examples"☆171Aug 30, 2019Updated 6 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.
- RAB: Provable Robustness Against Backdoor Attacks☆39Oct 3, 2023Updated 2 years ago
- [EMNLP'22] Textual Manifold-based Defense Against Natural Language Adversarial Examples☆11Apr 6, 2023Updated 3 years ago
- Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"☆88Apr 11, 2021Updated 5 years ago
- ☆11Mar 6, 2022Updated 4 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Dec 3, 2020Updated 5 years ago
- The implementation of Text Classification with Negative Supervision (ACL, 2020)☆10Oct 8, 2020Updated 5 years ago
- Adversarial examples for Seq2Seq model in NLP☆40Nov 3, 2018Updated 7 years ago
- Code base for the EMNLP 2021 paper, "Multi-granularity Textual Adversarial Attack with Behavior Cloning".☆13Apr 18, 2022Updated 4 years ago
- A Query Efficient Natural Language Attack in a Black Box Setting☆17Sep 23, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆97Jun 7, 2021Updated 4 years ago
- [EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Q…☆25Oct 19, 2021Updated 4 years ago
- CADD: A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit☆12Sep 28, 2022Updated 3 years ago
- Must-read Papers on Textual Adversarial Attack and Defense☆1,573Jun 4, 2025Updated 11 months ago
- Benchmarks for the VNN Comp 2023☆16Jun 7, 2024Updated last year
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,417Apr 17, 2026Updated last month
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆345Feb 3, 2026Updated 3 months ago
- ☆20Jun 6, 2021Updated 4 years ago
- A basic tiktok scraper to download videos and comments☆13Jul 3, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for the paper "Watermarking Makes Language Models Radioactive"☆23Oct 25, 2024Updated last year
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Jan 5, 2024Updated 2 years ago
- The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.☆14May 27, 2023Updated 2 years ago
- NLQF is a tool to filter query-appropriate comments for building high-quality code search datasets.☆19Feb 15, 2022Updated 4 years ago
- A Model for Natural Language Attack on Text Classification and Inference☆530Dec 8, 2022Updated 3 years ago
- Code for SPINE - Sparse Interpretable Neural Embeddings. Jhamtani H.*, Pruthi D.*, Subramanian A.*, Berg-Kirkpatrick T., Hovy E. AAAI 20…☆14Jan 25, 2020Updated 6 years ago
- ☆12Dec 9, 2020Updated 5 years ago