Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
☆113Dec 28, 2022Updated 3 years ago
Alternatives and similar repositories for text-adversarial-attack
Users that are interested in text-adversarial-attack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆54May 24, 2023Updated 3 years ago
- Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT☆207Sep 22, 2020Updated 5 years ago
- An Open-Source Package for Textual Adversarial Attack.☆778Jul 20, 2023Updated 3 years ago
- Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses, NeurIPS Spotlight 2020☆27Dec 23, 2020Updated 5 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆17Jun 12, 2023Updated 3 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.
- Repository for the Paper (AAAI 2024, Oral) --- Visual Adversarial Examples Jailbreak Large Language Models☆282May 13, 2024Updated 2 years ago
- [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liu☆27Aug 27, 2024Updated last year
- Pytorch implementation for the pilot study on the robustness of latent diffusion models.☆13Jun 20, 2023Updated 3 years ago
- [Findings of ACL 2023] Bridge the Gap Between CV and NLP! A Optimization-based Textual Adversarial Attack Framework.☆14Aug 27, 2023Updated 2 years ago
- code for ICML 2021 paper in which we explore the relationship between adversarial transferability and knowledge transferability.☆16Dec 8, 2022Updated 3 years ago
- Official Code for ACL 2023 paper: "Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confid…☆24May 8, 2023Updated 3 years ago
- TAP: An automated jailbreaking method for black-box LLMs☆242Dec 10, 2024Updated last year
- Mostly recording papers about models' trustworthy applications. Intending to include topics like model evaluation & analysis, security, c…☆21May 30, 2023Updated 3 years ago
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆44Jan 25, 2024Updated 2 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.
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆92May 19, 2024Updated 2 years ago
- Must-read Papers on Textual Adversarial Attack and Defense☆1,577Jun 4, 2025Updated last year
- This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…☆69Mar 22, 2025Updated last year
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆456Jan 22, 2025Updated last year
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,460Updated this week
- This is a sample implementation of "Robust Graph Convolutional Networks Against Adversarial Attacks", KDD 2019.☆10Dec 8, 2020Updated 5 years ago
- Official release of code for the paper RL is a hammer and LLMs are nails A simple RL approach to stronger prompt injection attacks☆53May 6, 2026Updated 3 months ago
- [AAAI 2024] DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models☆12Dec 5, 2024Updated last year
- ☆79Jan 21, 2026Updated 6 months 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.
- ☆14Jul 13, 2022Updated 4 years ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆108May 20, 2025Updated last year
- ☆31Jul 14, 2023Updated 3 years ago
- A re-implementation of the "Red Teaming Language Models with Language Models" paper by Perez et al., 2022☆35Oct 9, 2023Updated 2 years ago
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Oct 27, 2023Updated 2 years ago
- [ICML 2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast☆126Mar 26, 2024Updated 2 years ago
- Official implement of paper: Stable Diffusion is Unstable☆23May 21, 2024Updated 2 years ago
- ☆33Jun 24, 2024Updated 2 years ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆57Aug 17, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Nov 4, 2020Updated 5 years ago
- Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks☆24Dec 11, 2020Updated 5 years ago
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆36Jul 3, 2021Updated 5 years ago
- ☆11Sep 10, 2024Updated last year
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆100Jul 2, 2026Updated last month
- Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtime☆57Sep 19, 2023Updated 2 years ago
- Natural Language Attacks in a Hard Label Black Box Setting.☆50May 26, 2021Updated 5 years ago