APBench: A Unified Availability Poisoning Attack and Defenses Benchmark (TMLR 08/2024)
☆46Apr 15, 2025Updated last year
Alternatives and similar repositories for apbench
Users that are interested in apbench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Improving Ensemble Robustness Evaluation with Model-Reweighing Attack (NeurIPS 2022)☆15Mar 19, 2024Updated 2 years ago
- Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression☆14Mar 22, 2025Updated last year
- [NeurIPS 2025 D&B] A comprehensive benchmark suite for large-scale evaluation of federated prompt learning methods☆28Nov 19, 2025Updated 8 months ago
- Code for "Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders" at ICML 2024☆11Sep 18, 2025Updated 10 months ago
- PyTorch implementation of our ICLR 2023 paper titled "Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?".☆12Mar 13, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning☆32Dec 2, 2023Updated 2 years ago
- Code for the paper "Autoregressive Perturbations for Data Poisoning" (NeurIPS 2022)☆20Sep 9, 2024Updated last year
- [ICLR 2022] Official repository for "Robust Unlearnable Examples: Protecting Data Against Adversarial Learning"☆49Jul 20, 2024Updated 2 years ago
- This is the official code implementation of A Survey on Unlearnable Data.☆29Apr 23, 2026Updated 3 months ago
- ☆20Jun 5, 2023Updated 3 years ago
- Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples☆11Oct 14, 2024Updated last year
- ☆54Sep 11, 2021Updated 4 years ago
- Code for the paper "Evading Black-box Classifiers Without Breaking Eggs" [SaTML 2024]☆21Apr 15, 2024Updated 2 years ago
- [Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks☆13Feb 26, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks (ICLR 2023 Spotlight)☆14Sep 28, 2025Updated 10 months ago
- CVPR2023: Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples☆22Apr 25, 2023Updated 3 years ago
- Code for Transferable Unlearnable Examples☆22Mar 11, 2023Updated 3 years ago
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆177Jul 5, 2024Updated 2 years ago
- ☆20Oct 28, 2025Updated 9 months ago
- SaTML 2023, 1st place in CVPR’21 Security AI Challenger: Unrestricted Adversarial Attacks on ImageNet.☆29Dec 29, 2022Updated 3 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆15Nov 27, 2023Updated 2 years ago
- [NeurIPS 2021] Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training☆32Jan 9, 2022Updated 4 years ago
- All code and data necessary to replicate experiments in the paper BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Model…☆13Sep 16, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementations of data poisoning attacks against neural networks and related defenses.☆110Jul 16, 2024Updated 2 years ago
- A curated list of awesome Unlearnable Example papers resources.☆14Dec 14, 2025Updated 7 months ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated last year
- On the Robustness of GUI Grounding Models Against Image Attacks☆12Apr 8, 2025Updated last year
- Spectrum simulation attack (ECCV'2022 Oral) towards boosting the transferability of adversarial examples☆118Jul 21, 2022Updated 4 years ago
- An Embarrassingly Simple Backdoor Attack on Self-supervised Learning☆22Jan 24, 2024Updated 2 years ago
- ReColorAdv and other attacks from the NeurIPS 2019 paper "Functional Adversarial Attacks"☆38May 31, 2022Updated 4 years ago
- ☆10Jul 28, 2022Updated 4 years ago
- [TPAMI 2019] The implementation for "Direction Concentration Learning: Enhancing Congruency in Machine Learning"☆23Jan 30, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆293Jan 11, 2025Updated last year
- Repository for the Paper: Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Inj…☆20Apr 17, 2026Updated 3 months ago
- PyTorch implementation of BPDA+EOT attack to evaluate adversarial defense with an EBM☆27Jun 30, 2020Updated 6 years ago
- [NeurIPS 2024] "Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy"☆12Sep 15, 2025Updated 10 months ago
- Official implementation of the ICCV2023 paper: Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregatio…☆28Aug 17, 2023Updated 2 years ago
- official repository for the NeurIPS 2022 paper "Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Att…☆20Oct 28, 2022Updated 3 years ago
- This is the repositoary for our paper published at ICML24.☆11Jun 11, 2025Updated last year