Code for Machine Learning Models that Remember Too Much (in CCS 2017)
☆31Oct 15, 2017Updated 8 years ago
Alternatives and similar repositories for ml-model-remember
Users that are interested in ml-model-remember are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- ☆25Jan 20, 2019Updated 7 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆84Nov 22, 2021Updated 4 years ago
- Modular framework for property inference attacks on deep neural networks☆18Jun 8, 2023Updated 2 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆37Jan 28, 2019Updated 7 years ago
- 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.
- View recent highly-rated albums in the terminal☆11Mar 20, 2023Updated 3 years ago
- ☆23Aug 15, 2022Updated 3 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆136Dec 8, 2022Updated 3 years ago
- ☆16Aug 29, 2023Updated 2 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆46Nov 25, 2019Updated 6 years ago
- Watermarking Deep Neural Networks (USENIX 2018)☆99Sep 2, 2020Updated 5 years ago
- ☆52Aug 28, 2021Updated 4 years ago
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆49Dec 17, 2019Updated 6 years ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆84Feb 26, 2023Updated 3 years ago
- AI Agents on 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.
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆99Dec 12, 2020Updated 5 years ago
- An implementation of Deep Learning with Differential Privacy☆26Mar 25, 2023Updated 3 years ago
- ☆15Dec 12, 2022Updated 3 years ago
- ☆10Jun 29, 2022Updated 3 years ago
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆63Feb 2, 2023Updated 3 years ago
- ☆10Jun 5, 2021Updated 4 years ago
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆21Oct 8, 2024Updated last year
- Code for paper: "Privately generating tabular data using language models".☆15Jun 13, 2023Updated 2 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆13Sep 26, 2024Updated last year
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆39Sep 22, 2018Updated 7 years ago
- Source Code for the JAIR Paper "Does CLIP Know my Face?" (Demo: https://huggingface.co/spaces/AIML-TUDA/does-clip-know-my-face)☆16Jul 9, 2024Updated last year
- ☆36Jan 5, 2022Updated 4 years ago
- Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)☆17Jan 11, 2023Updated 3 years ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆94May 2, 2022Updated 4 years ago
- Towards Reverse-Engineering Black-Box Neural Networks, ICLR'18☆55Jun 7, 2019Updated 6 years ago
- ☆24Apr 14, 2019Updated 7 years ago
- Duet: A Language for Differential Privacy☆17Jul 5, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆11Sep 20, 2019Updated 6 years ago
- Official repository of "SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter" @ AAAI 202…☆10Nov 30, 2024Updated last year
- ☆18Feb 7, 2024Updated 2 years ago
- [NeurIPS 2019] Deep Leakage From Gradients☆479Apr 17, 2022Updated 4 years ago
- ☆13Apr 12, 2022Updated 4 years ago
- Scripts to prepare OXFORD VGG Face dataset☆12Mar 29, 2016Updated 10 years ago
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆15Dec 16, 2025Updated 4 months ago