Model Extraction(Stealing) Attacks and Defenses on Machine Learning Models Literature
☆32Sep 25, 2024Updated last year
Alternatives and similar repositories for ModelExtractionPapers
Users that are interested in ModelExtractionPapers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆47Mar 29, 2022Updated 4 years ago
- ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks☆18Jul 4, 2025Updated last year
- ☆30May 8, 2023Updated 3 years ago
- This repository compiles a list of papers related to intellectual property (IP) protection for deep learning models.☆18Feb 18, 2025Updated last year
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Nov 4, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Text Clustering as Classification with LLMs☆18Oct 2, 2025Updated 10 months ago
- Copycat CNN☆28Apr 17, 2024Updated 2 years ago
- Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.☆25Dec 6, 2023Updated 2 years ago
- [USENIX'24] Prompt Stealing Attacks Against Text-to-Image Generation Models☆53Jan 11, 2025Updated last year
- Knockoff Nets: Stealing Functionality of Black-Box Models☆116Dec 8, 2022Updated 3 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Dec 12, 2021Updated 4 years ago
- ☆13Apr 3, 2024Updated 2 years ago
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆20Dec 10, 2024Updated last year
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆77Apr 1, 2024Updated 2 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.
- CoMeT is a new low-cost RowHammer mitigation that uses Count-Min Sketch-based aggressor row tracking, as described in our HPCA'24 paper h…☆11Jan 23, 2026Updated 6 months ago
- [AAAI 2024] Data-Free Hard-Label Robustness Stealing Attack☆16Mar 29, 2024Updated 2 years ago
- Official implementation of "Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference" (NDSS 2026)☆19Feb 28, 2026Updated 5 months ago
- The official implementation of CVPR 2021 paper "Simulating Unknown Target Models for Query-Efficient Black-box Attacks"☆59Jun 18, 2021Updated 5 years ago
- Code of Data-Free Knowledge Distillation via Feature Exchange and Activation Region Constraint☆21Oct 23, 2023Updated 2 years ago
- ☆13Oct 20, 2020Updated 5 years ago
- Fingerprint large language models☆52Jul 11, 2024Updated 2 years ago
- Official Source Code of "Exploring Effective Data for Surrogate Training Towards Black-box Attack" and "STDatav2: Accessing Efficient Bla…☆21Apr 16, 2025Updated last year
- Code for the AAAI 2024 paper: "AGS: Affordable and Generalizable Substitute Training for Transferable Adversarial Attack" (accepted).☆12Mar 28, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for CVPR2018 "Iterative Learning with Open-set Noisy Labels"☆12Mar 12, 2021Updated 5 years ago
- 龚建伟老师的《无人驾驶车辆模型预测控制》第五章carsim的仿真☆15Aug 17, 2023Updated 2 years ago
- ☆26Jun 14, 2024Updated 2 years ago
- Metrics for spiking neural networks based on torchmetrics☆13Mar 27, 2023Updated 3 years ago
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆15Apr 28, 2024Updated 2 years ago
- Cache Me, Catch You: Cache Related Security Threats in LLM Serving Frameworks (NDSS 2026)☆19Dec 18, 2025Updated 7 months ago
- AutoML4ETC, a tool to automatically design efficient and high-performing neural architectures for encrypted traffic classification.☆12Feb 19, 2024Updated 2 years ago
- Deep learning based automatic modulation classification for sub-carriers of OFDM signals.☆12Jan 3, 2024Updated 2 years ago
- This work home of the PO-233 discipline at ITA shows how to use a machine learning for digital modulation classification.☆11Jun 30, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- We consider the problem of online trajectory design under time-varying environments. We formulate the general trajectory optimization pro…☆12Jan 1, 2020Updated 6 years ago
- CLearning is a general continual learning framework☆14Jan 31, 2025Updated last year
- ☆15Apr 13, 2023Updated 3 years ago
- Code for ECML-PKDD 2022 Paper --- CMG: A Class-Mixed Generation Approach to Out-of-Distribution Detection☆13Oct 12, 2022Updated 3 years ago
- Trajectory planning for highway situation with classic robotics approach.☆12May 23, 2018Updated 8 years ago
- ☆16Sep 17, 2024Updated last year
- PyTorch implementation of RRD: https://arxiv.org/abs/2407.12073☆15Dec 2, 2025Updated 8 months ago