awesome-model-inversion-attack
github.com/andrewzhou924/awesome-model-inversion-attack ↗[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
224
GitHub Stars
192
Curated Resources
10
Categories
1 hour ago
Last Refreshed
NewsSurveys and benchmarksRecent papers (2024–2026)Computer vision domainGraph learning domainNatural language processing domainToolsAttacks against synthetic dataOthersRelated repositories
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me surveys, benchmarks, and evaluation resources from awesome-model-inversion-attack"
Installation instructions →What's inside
Recent papers (2024–2026)
- An Automated, Scalable Machine Learning Model Inversion Assessment PipelineSurveys, benchmarks, and evaluation
2025, arXiv, preprint
- DAGER: Exact Gradient Inversion for Large Language ModelsAdjacent reconstruction problems
2024, NeurIPS, peer-reviewed
- Deep Learning Model Inversion Attacks and Defenses: A Comprehensive SurveySurveys, benchmarks, and evaluation
2025, Artificial Intelligence Review 58:242, peer-reviewed
- GRAIN: Exact Graph Reconstruction from GradientsAdjacent reconstruction problems
2025, ICLR, peer-reviewed
- Implicit Inversion Turns CLIP into a DecoderAdjacent reconstruction problems
2025, OpenReview
- MIBench: A Comprehensive Benchmark for Model Inversion Attack and DefenseSurveys, benchmarks, and evaluation
2024, arXiv, preprint
Showing a sample of 192 resources. View the full list on GitHub →