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| Changelog | https://github.blog/changelog/ |
| GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub. | https://githubuniverse.com/ |
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| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMemTensor%2FMemPrivacy |
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| Reload | https://github.com/MemTensor/MemPrivacy |
| Reload | https://github.com/MemTensor/MemPrivacy |
| Reload | https://github.com/MemTensor/MemPrivacy |
| MemTensor | https://github.com/MemTensor |
| MemPrivacy | https://github.com/MemTensor/MemPrivacy |
| Code | https://github.com/MemTensor/MemPrivacy |
| Issues | https://github.com/MemTensor/MemPrivacy/issues |
| Pull requests | https://github.com/MemTensor/MemPrivacy/pulls |
| Actions | https://github.com/MemTensor/MemPrivacy/actions |
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| https://github.com/MemTensor/MemPrivacy |
| MemPrivacy | https://github.com/MemTensor/MemPrivacy |
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| agent | https://github.com/topics/agent |
| agent-memory | https://github.com/topics/agent-memory |
| ai | https://github.com/topics/ai |
| edge-cloud | https://github.com/topics/edge-cloud |
| information-extraction | https://github.com/topics/information-extraction |
| information-security | https://github.com/topics/information-security |
| langmem | https://github.com/topics/langmem |
| llm | https://github.com/topics/llm |
| long-term-memory | https://github.com/topics/long-term-memory |
| mem0 | https://github.com/topics/mem0 |
| memory | https://github.com/topics/memory |
| memory-management | https://github.com/topics/memory-management |
| memory-system | https://github.com/topics/memory-system |
| openai-privacy-filter | https://github.com/topics/openai-privacy-filter |
| personalized-memory | https://github.com/topics/personalized-memory |
| privacy | https://github.com/topics/privacy |
| privacy-detection | https://github.com/topics/privacy-detection |
| privacy-preserving | https://github.com/topics/privacy-preserving |
| qwen3 | https://github.com/topics/qwen3 |
| Readme | https://github.com/MemTensor/MemPrivacy#readme-ov-file |
| Activity | https://github.com/MemTensor/MemPrivacy/activity |
| Custom properties | https://github.com/MemTensor/MemPrivacy/custom-properties |
| 10 forks | https://github.com/MemTensor/MemPrivacy/forks |
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| data | https://github.com/MemTensor/MemPrivacy/tree/main/data |
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| src | https://github.com/MemTensor/MemPrivacy/tree/main/src |
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| .gitignore | https://github.com/MemTensor/MemPrivacy/blob/main/.gitignore |
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| README.md | https://github.com/MemTensor/MemPrivacy/blob/main/README.md |
| requirements.txt | https://github.com/MemTensor/MemPrivacy/blob/main/requirements.txt |
| requirements.txt | https://github.com/MemTensor/MemPrivacy/blob/main/requirements.txt |
| README | https://github.com/MemTensor/MemPrivacy |
| https://github.com/MemTensor/MemPrivacy#----memprivacy-privacy-preserving-personalized-memory-management-for-edge-cloud-agents |
|
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|
| https://github.com/MemTensor/MemPrivacy/issues |
|
| https://arxiv.org/abs/2605.09530 |
|
| https://huggingface.co/collections/IAAR-Shanghai/memprivacy |
|
| https://modelscope.cn/collections/MemTensor/MemPrivacy |
| https://github.com/MemTensor/MemPrivacy#why-memprivacy |
| https://github.com/MemTensor/MemPrivacy#core-idea |
| https://github.com/MemTensor/MemPrivacy/blob/main/assets\framework.jpg |
| https://github.com/MemTensor/MemPrivacy#key-contributions--advantages |
| https://github.com/MemTensor/MemPrivacy/blob/main/assets\intro.jpg |
| https://github.com/MemTensor/MemPrivacy#1-privacyutility-balance-vs-masking |
| https://github.com/MemTensor/MemPrivacy#2-configurable-protection-via-a-4-level-privacy-taxonomy |
| https://github.com/MemTensor/MemPrivacy#3-benchmark--evaluation-for-memory-systems |
| https://github.com/MemTensor/MemPrivacy#4-lightweight--practical |
| https://github.com/MemTensor/MemPrivacy#5-open-source-memprivacy-models |
| Hugging Face | https://huggingface.co/collections/IAAR-Shanghai/memprivacy |
| ModelScope | https://modelscope.cn/collections/MemTensor/MemPrivacy |
| 🤗 MemPrivacy-4B-RL | https://huggingface.co/IAAR-Shanghai/MemPrivacy-4B-RL |
| 🤖 MemPrivacy-4B-RL | https://modelscope.cn/models/MemTensor/MemPrivacy-4B-RL |
| 🤗 MemPrivacy-4B-SFT | https://huggingface.co/IAAR-Shanghai/MemPrivacy-4B-SFT |
| 🤖 MemPrivacy-4B-SFT | https://modelscope.cn/models/MemTensor/MemPrivacy-4B-SFT |
| 🤗 MemPrivacy-1.7B-RL | https://huggingface.co/IAAR-Shanghai/MemPrivacy-1.7B-RL |
| 🤖 MemPrivacy-1.7B-RL | https://modelscope.cn/models/MemTensor/MemPrivacy-1.7B-RL |
| 🤗 MemPrivacy-1.7B-SFT | https://huggingface.co/IAAR-Shanghai/MemPrivacy-1.7B-SFT |
| 🤖 MemPrivacy-1.7B-SFT | https://modelscope.cn/models/MemTensor/MemPrivacy-1.7B-SFT |
| https://github.com/MemTensor/MemPrivacy#evaluation-results |
| https://github.com/MemTensor/MemPrivacy#1-privacy-extraction-performance |
| https://github.com/MemTensor/MemPrivacy/blob/main/assets\table1.png |
| https://github.com/MemTensor/MemPrivacy#2-memory-system-performance-under-different-protection-methods |
| https://github.com/MemTensor/MemPrivacy/blob/main/assets\table2.png |
| https://github.com/MemTensor/MemPrivacy#whats-in-this-repository |
| https://github.com/MemTensor/MemPrivacy#core-components |
| https://github.com/MemTensor/MemPrivacy#how-it-works-end-to-end |
| https://github.com/MemTensor/MemPrivacy#stage-a--uplink-desensitization-local |
| https://github.com/MemTensor/MemPrivacy#stage-b--cloud-processing |
| https://github.com/MemTensor/MemPrivacy#stage-c--downlink-restoration-local |
| https://github.com/MemTensor/MemPrivacy#quickstart |
| https://github.com/MemTensor/MemPrivacy#1-installation |
| https://github.com/MemTensor/MemPrivacy#2-configuration |
| https://github.com/MemTensor/MemPrivacy#evaluate-memory-systems-mem0--langmem--memobase |
| https://github.com/MemTensor/MemPrivacy#use-memprivacy-in-your-own-agent-minimal-example |
| https://github.com/MemTensor/MemPrivacy#masking-modes |
| https://github.com/MemTensor/MemPrivacy#policy-control-privacy-levels |
| https://github.com/MemTensor/MemPrivacy#citation |
| https://github.com/MemTensor/MemPrivacy#disclaimer |
| agent | https://github.com/topics/agent |
| agent-memory | https://github.com/topics/agent-memory |
| ai | https://github.com/topics/ai |
| edge-cloud | https://github.com/topics/edge-cloud |
| information-extraction | https://github.com/topics/information-extraction |
| information-security | https://github.com/topics/information-security |
| langmem | https://github.com/topics/langmem |
| llm | https://github.com/topics/llm |
| long-term-memory | https://github.com/topics/long-term-memory |
| mem0 | https://github.com/topics/mem0 |
| memory | https://github.com/topics/memory |
| memory-management | https://github.com/topics/memory-management |
| memory-system | https://github.com/topics/memory-system |
| openai-privacy-filter | https://github.com/topics/openai-privacy-filter |
| personalized-memory | https://github.com/topics/personalized-memory |
| privacy | https://github.com/topics/privacy |
| privacy-detection | https://github.com/topics/privacy-detection |
| privacy-preserving | https://github.com/topics/privacy-preserving |
| qwen3 | https://github.com/topics/qwen3 |
| Readme | https://github.com/MemTensor/MemPrivacy#readme-ov-file |
| Activity | https://github.com/MemTensor/MemPrivacy/activity |
| Custom properties | https://github.com/MemTensor/MemPrivacy/custom-properties |
| 10 forks | https://github.com/MemTensor/MemPrivacy/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FMemTensor%2FMemPrivacy&report=MemTensor+%28user%29 |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
| Security | https://github.com/security |
| Status | https://www.githubstatus.com/ |
| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |