# 熊猫吃短信 - 旧版

> On-device machine learning for offline spam SMS filtering. (iPhone/iPad app by Early Moon, LLC.)

- Source: https://appshunter.io/ios/app/id1319191852 (this page in markdown: same URL + `.md`)
- Developer: [Early Moon, LLC](https://appshunter.io/developer/1119881923)
- Category: Utilities, Productivity
- Price: $12.99
- Rating: 4.80/5 from 487 App Store ratings · 102 written reviews indexed
- Age rating: 4+
- Requires: iOS 11.0 · 9 MB
- Languages: Chinese (Simplified, China)
- Released: 2017-12-02
- Data updated: 2026-08-30
- Monetization: free
- User reviews in markdown: https://appshunter.io/ios/app/id1319191852/reviews.md

## What is 熊猫吃短信?

* App Store 多次推荐 *
* 少数派年度应用 *
* 最美应用年度应用 *

「熊猫吃短信」使用 Core ML 机器学习框架在设备端离线过滤垃圾短信，能准确的通过语义识别垃圾短信，不需要手动配置任何过滤规则，开箱即用。


# 隐私
我们非常在意您的隐私，并且通过行动（而不只是口头承诺）来保证这一点：熊猫吃短信是一个非常少见的完全离线的应用，甚至都不会请求网络权限（直到您第一次主动向我们举报垃圾短信）。我们依靠广大的用户群体主动向我们举报垃圾短信来建立机器学习的样本库。


# 集体智慧
熊猫吃短信使用基于统计学的机器学习算法从几十万条各类短信样本中学习而成。无需用户配置任何关键词，它通过识别一个短信的语义特征，自己就可以精准的判断收到的短信是正常短信、公益短信还是广告骚扰短信等等。

如果熊猫有判断失误的时候，大家可以在 App 里面投喂新的短信样本帮助熊猫进化，喂养越多熊猫越聪明。


# 我为什么要做「熊猫吃短信」？
我曾深受垃圾短信的困扰，直到 iOS 11 发布了短信过滤的接口。作为一个涉足数据领域的工程师，我导出了几年里收到过的几万条短信，使用机器学习训练了一个垃圾短信的识别模型，就有了这个 App 的雏形。在后续的开发中很多热心的用户又投喂了几十万条短信样本，教会了熊猫识别更多更广阔的场景。


** 隐私条款：熊猫会收集哪些信息？**

「熊猫吃短信」不会收集您的任何信息，更不会上传您的短信内容，如果您足够细心就会发现熊猫都不会请求网络权限，完全离线运行。

如果您自愿向熊猫提交短信样本，那么会收集脱敏后的短信文本以及一个您标注是否是垃圾短信的数字，仅此两项数据。

## Key features

- On-device machine learning
- Offline spam filtering
- Semantic message analysis
- No manual rule configuration
- User-contributed learning

## What do users think of 熊猫吃短信?

Overall sentiment: positive

**Pros**

- 👍 Accurate filtering of spam messages
- 🚀 Efficient and lightweight app
- 🔒 No privacy concerns with data collection
- 💡 Customizable keyword filters
- 👍 Consistent updates and maintenance

**Cons**

- 🐛 Occasional issues with false positives
- 🐛 Inconsistent behavior after app updates
- 🔋 Potential battery drain for some users

**Commonly reported bugs**

- Verification codes being incorrectly filtered
- Persistent notification badges even after filtering

**Most requested features**

- iCloud backup and sync for settings
- Apple Watch integration for message filtering
- Automatic cleaning of filtered messages
- Support for additional languages

## Recent user reviews (10 of 102)

All indexed reviews: https://appshunter.io/ios/app/id1319191852/reviews.md

### 5/5 — 请及时自动清理垃圾短信

*2026-02-15, version 2.44*

我设置的关键词屏蔽垃圾短信，却需要等90天后才能自动清理，而正常的短信删掉回收站也只等30天，虽然是怕有些短信被误删干净，但既然是垃圾短信，就应该及时自动清理，或者说彻底屏蔽接收垃圾短信，设了关键词心里还是有数的，不想看就是不看

### 1/5 — 停更了

*2026-01-13, version 2.44*

出2就不更新旧的

### 4/5 — 一代不维护了吧？

*2025-09-20, version 2.43*

开发了二代一代就扔着不管了，果然凡是中国人开发的软件，别管口碑多好都扯淡，套路满满

### 5/5 — 非常好用，值得

*2024-09-27, version 2.41*

解决了因经常收到垃圾短信，造成打扰的问题。软件界面干净，没有收集用户隐私，非常满意。

### 1/5 — 一直误判英文短信

*2024-06-04*

重要的英文短信一直被误判。建议开发者加入不过滤英文短信的功能但是不被采纳。

### 5/5 — 挺好的

*2023-11-23, version 2.21*

就是手机端屏蔽了，但是Mac上还是会有弹出，建议开发Mac版

### 5/5 — 良心商家

*2023-10-17*

虽然我现在因为几乎没垃圾信息不需要这app了，这么多年却都还在更新，真是让人感动

### 4/5 — 来电识别和过滤

*2023-05-22, version 2.15*

建议出品一个类似熊猫吃短信的，识别来电归属地和拦截的app

### 1/5 — 一

*2023-01-19, version 2.11*

最新版本的我家里关键词提示，结果又收到市应急办提示。真废了。吵得我睡不着觉

### 3/5 — 每次更新都要重新设置

*2022-12-17, version 2.10*

每次更新之后过滤都被关掉，又要去系统设置里面启用，不知道是你们的问题还是iOS的问题，要是你们为了卖2就这么搞得话，吃相真的很难看，况且要不是我今天来抱怨，我都不知道你们原来已经发2了😅

## Frequently asked questions about 熊猫吃短信

### What does 熊猫吃短信 do?

熊猫吃短信 is an application designed to filter unwanted spam messages from your SMS inbox. It utilizes on-device machine learning to analyze the semantic meaning of messages, allowing it to accurately identify and block spam without requiring manual rule configuration. The app operates entirely offline, prioritizing user privacy.

### How does the app filter spam messages?

The app employs Core ML, a machine learning framework, to process messages directly on your device. It learns from a vast dataset of SMS samples to recognize the semantic features of spam, differentiating them from legitimate messages, public service announcements, and advertisements. This intelligent analysis means you don't need to set up any keyword filters yourself.

### Is 熊猫吃短信 free to use?

Yes, 熊猫吃短信 is a free application. Based on the provided information, there are no in-app purchases or subscription fees associated with its use. The app is designed to be accessible to all users looking for an effective spam filtering solution.

### What information does the app collect?

The app is designed with a strong emphasis on user privacy and operates completely offline, not requesting network permissions by default. It does not collect any of your personal information or upload your SMS content. If you voluntarily choose to report a spam message as a sample to help the app learn, only the anonymized text of that message and your designation of it as spam will be collected.

### How can I help the app improve?

You can contribute to the app's intelligence by 'feeding' it new message samples directly within the application. When the app makes an incorrect judgment, reporting the message helps to expand its learning dataset. The more samples users provide, the smarter the app becomes at identifying a wider range of spam scenarios.

## Version history (last 5 releases)

### 2.44 — 2025-10-15

添加 iOS 26 的信息修改说明：

1. 信息显示逻辑的修改

信息 App 首页目前将只显示【已知联系人】的短信，其它短信都将显示在二级甚至更深的页面中。

被过滤的短信下方将不再显示"由熊猫吃短信过滤"


2. 短信通知逻辑的修改

iOS 26 改变了通知的逻辑，默认只有验证码会通知，其它短信都不会再通知，需要在「允许通知」里面选中「个人」和「交易信息」后，其它的非垃圾短信才会提醒。

### 2.43 — 2025-02-24

更新 RCS 短信的提示。请注意 iOS 18.1、18.2、18.3 开启 RCS 短信后可能会导致过滤失常，具体表现为已经被过滤的垃圾短信仍然会显示在正常短信中，但是底部却有“由熊猫吃短信过滤”的标志。

### 2.42 — 2025-01-06

更新 AI 知识库到2025 年。请注意 iOS 18.2 开启 RCS 短信后可能会导致过滤失常，具体可以参见 App 内的提示。

### 2.41 — 2024-09-27

支持 iOS 18。

### 2.30 — 2024-05-29

更新机器学习模型。修复某些广告短信可能会被误分类为交易记录的 bug。

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## More apps by Early Moon, LLC

- [ServerCat - SSH Terminal](https://appshunter.io/ios/app/servercat-ssh-terminal/id1501532023)
- [DAMA - Auto Redact Privacy](https://appshunter.io/ios/app/dama-auto-redact-privacy/id1534690075)
- [DevPal - App Sales Report](https://appshunter.io/ios/app/devpal-app-sales-report/id1534709966)
- [熊猫吃短信2 - 垃圾短信拦截](https://appshunter.io/ios/app/2/id1642682818)
- [OpenCat - AI Chat, Agent, MCP](https://appshunter.io/ios/app/opencat-ai-chat-agent-mcp/id6445999201)

All apps by Early Moon, LLC: https://appshunter.io/developer/1119881923

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-30.*