Code for the IEEE S&P 2018 paper 'Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning'
☆55Mar 24, 2021Updated 5 years ago
Alternatives and similar repositories for manip-ml
Users that are interested in manip-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆33Nov 27, 2017Updated 8 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 3 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆47Nov 25, 2019Updated 6 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆75Apr 12, 2018Updated 8 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.
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆14Aug 22, 2022Updated 4 years ago
- 对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料☆119Jun 3, 2019Updated 7 years ago
- Seminar 2016☆25Aug 19, 2024Updated 2 years ago
- code for model-targeted poisoning☆12Oct 3, 2023Updated 2 years ago
- Craft poisoned data using MetaPoison☆54Apr 5, 2021Updated 5 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 5 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆327Feb 28, 2020Updated 6 years ago
- ☆27Oct 17, 2022Updated 3 years ago
- ☆15Jul 27, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆40Jul 22, 2024Updated 2 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 5 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆110Jul 16, 2024Updated 2 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆152Oct 3, 2022Updated 3 years ago
- Code for the paper "Quantifying Privacy Leakage in Graph Embedding" published in MobiQuitous 2020☆18Nov 11, 2021Updated 4 years ago
- ☆18Sep 29, 2020Updated 5 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆32Jun 16, 2022Updated 4 years ago
- A paper summary of Backdoor Attack against Neural Network☆13Aug 9, 2019Updated 7 years ago
- Trojan Attack on Neural Network☆192Mar 25, 2022Updated 4 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.
- ☆107Oct 19, 2020Updated 5 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆30Dec 27, 2021Updated 4 years ago
- Experiments on Data Poisoning Regression Learning☆12Oct 5, 2020Updated 5 years ago
- Caffe code for the paper "Adversarial Manipulation of Deep Representations"☆17Nov 6, 2017Updated 8 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆40Oct 3, 2023Updated 2 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 7 years ago
- Mitigating Adversarial Effects Through Randomization☆120Mar 20, 2018Updated 8 years ago
- ☆25Feb 21, 2019Updated 7 years ago
- ☆15Feb 5, 2024Updated 2 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.
- RISC-V Security HC admin repo☆17Jan 7, 2025Updated last year
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆21Oct 25, 2019Updated 6 years ago
- Documentation, source code, and data links for Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features …☆26Nov 3, 2015Updated 10 years ago
- ☆66Jul 30, 2019Updated 7 years ago
- Robust aggregation for federated learning with the RFA algorithm.☆53Sep 13, 2022Updated 3 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆32May 1, 2024Updated 2 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆118Aug 19, 2024Updated 2 years ago