[NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes
☆12Jun 12, 2023Updated 2 years ago
Alternatives and similar repositories for DP-RandP
Users that are interested in DP-RandP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆10Oct 31, 2022Updated 3 years ago
- Learning to See by Looking at Noise☆114Nov 24, 2024Updated last year
- ☆15Apr 7, 2023Updated 2 years ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated 9 months ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for our paper "Localizing Lying in Llama"☆13Apr 24, 2025Updated 11 months ago
- Computationally friendly hyper-parameter search with DP-SGD☆25Jan 7, 2025Updated last year
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆30Jul 11, 2023Updated 2 years ago
- [ICLR 2022 official code] Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?☆29Mar 15, 2022Updated 4 years ago
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆15Jan 3, 2023Updated 3 years ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆161Updated this week
- This is a PyTorch implementation of the paperViP A Differentially Private Foundation Model for Computer Vision☆36Jun 27, 2023Updated 2 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆47Feb 28, 2023Updated 3 years ago
- Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"☆32Apr 25, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The implementatin of our ICLR 2021 work: Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits☆19Jul 20, 2021Updated 4 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆27Oct 5, 2022Updated 3 years ago
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆11Jun 16, 2023Updated 2 years ago
- ☆20May 6, 2022Updated 3 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 3 years ago
- Codebase for "Exploring the Landscape of Spatial Robustness" (ICML'19, https://arxiv.org/abs/1712.02779).☆25Sep 16, 2019Updated 6 years ago
- Disrupting Diffusion: Token-Level Attention Erasure Attack against Diffusion-based Customization(ACM MM2024)☆18Mar 31, 2025Updated 11 months ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆18May 13, 2019Updated 6 years ago
- Code to break Llama Guard☆32Dec 7, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆49Jun 19, 2024Updated last year
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 years ago
- ☆12Oct 2, 2023Updated 2 years ago
- ☆18Feb 7, 2024Updated 2 years ago
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- ☆13Jun 4, 2025Updated 9 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆14Feb 6, 2024Updated 2 years ago
- Learning rate adaptation for differentially private stochastic gradient descent☆17Apr 23, 2021Updated 4 years ago
- Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting, ICLR 2025☆26Dec 4, 2025Updated 3 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆197Nov 26, 2023Updated 2 years ago
- ☆10Jun 1, 2022Updated 3 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆36Oct 29, 2025Updated 4 months ago
- A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.☆75Dec 5, 2022Updated 3 years ago
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆29Dec 31, 2024Updated last year
- This is the implementation of k-space cold diffusion model for accelerated MRI reconstruction.☆21Oct 12, 2024Updated last year
- The official repo for DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph☆18Oct 13, 2024Updated last year