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feat: fix README formatting and Chinese characters

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  1. README.md +81 -17
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  ---
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- license: mit
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  task_categories:
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  - tabular-classification
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  tags:
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  πŸ‡¨πŸ‡³ [ζŸ₯ηœ‹δΈ­ζ–‡η‰ˆ README](./README_ZH.md)
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  # OpenClaw Exposure Watchboard Dataset (Sanitized)
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- ## Data Source & Attribution
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  > **Original Source**: [OpenClaw Exposure Watchboard](https://openclaw.allegro.earth/)
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- > Β© openclaw.allegro.earth β€” All rights reserved to the original data maintainers.
 
 
 
 
 
 
 
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- All data in this dataset is originally aggregated and maintained by the
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- **[OpenClaw Exposure Watchboard](https://openclaw.allegro.earth/)**.
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- We give full credit to **openclaw.allegro.earth** for their dedication
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- to public security awareness. This dataset is a sanitized snapshot
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- collected for research and educational purposes only.
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- ## Privacy & Sanitization
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  All IP addresses have been **sanitized**:
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  - IPv4 last octet replaced with `xxx` (e.g. `1.2.3.4` β†’ `1.2.3.xxx`)
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- - Endpoint URLs follow the same rule
 
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- Critical metadata β€” Geolocation, ASN, Organization, CVEs, Threat Actors β€” is preserved intact.
 
 
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- ## Dataset Overview
 
 
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  | Item | Value |
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  |------|-------|
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  | Record count | 240,561 |
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  | Snapshot date | 2026-03-04 |
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- | Fields | 20 (endpoint, country, org, asn, cves, threat actors, etc.) |
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  | Format | CSV (UTF-8 BOM) |
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  ## Fields
@@ -65,9 +94,44 @@ Critical metadata β€” Geolocation, ASN, Organization, CVEs, Threat Actors β€” is
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  | `asi_threat_actors` | Associated APT groups |
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  | `asi_cves` | Associated CVE numbers |
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  | `asi_enriched_at` | Enrichment timestamp |
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- | `asi_domains` | Related domains |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ## Disclaimer
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- This dataset is provided "as-is" **for security awareness and academic research only**.
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- The contributors are **not responsible** for any misuse of this information.
 
 
 
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  ---
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+ license: cc-by-nc-sa-4.0
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  task_categories:
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  - tabular-classification
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  tags:
 
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  πŸ‡¨πŸ‡³ [ζŸ₯ηœ‹δΈ­ζ–‡η‰ˆ README](./README_ZH.md)
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+ ---
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+
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+ > ⚠️ **Unofficial Dataset** β€” This dataset is **NOT** affiliated with, endorsed by,
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+ > or officially released by `openclaw.allegro.earth`. It is an independent research snapshot.
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+
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+ ---
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+
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  # OpenClaw Exposure Watchboard Dataset (Sanitized)
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+ ## πŸ“Œ Data Source & Attribution
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  > **Original Source**: [OpenClaw Exposure Watchboard](https://openclaw.allegro.earth/)
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+ > All original data is collected and maintained by **openclaw.allegro.earth**.
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+ > Full credit and ownership of the source data belong to the original maintainers.
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+
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+ This dataset is an **unofficial, sanitized snapshot** of publicly accessible data from
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+ [openclaw.allegro.earth](https://openclaw.allegro.earth/) as of **2026-03-04**.
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+ It was collected for **non-commercial security research and educational purposes only**.
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+
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+ ---
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+ ## πŸ” Copyright Notice
 
 
 
 
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+ ```
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+ OpenClaw Exposure Watchboard Data Β© openclaw.allegro.earth
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+ Snapshot Date: 2026-03-04
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+ This dataset is an unofficial derivative work. All rights to the original data
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+ remain with openclaw.allegro.earth.
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+ ```
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+
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+ The underlying monitored data (IP addresses, CVEs, domain names, ASN info) consists of
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+ factual public information and is generally not subject to copyright. However, the
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+ **compilation and curation** of this dataset may constitute a database right.
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+ We assert no ownership over the original data.
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+
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+ ---
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+
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+ ## πŸ›‘οΈ Privacy & Sanitization
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  All IP addresses have been **sanitized**:
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  - IPv4 last octet replaced with `xxx` (e.g. `1.2.3.4` β†’ `1.2.3.xxx`)
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+ - `endpoint_url` field follows the same rule
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+ - **No personal data** is included in this dataset
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+ > Note: The `asi_domains` field may contain corporate domain names (e.g. `jd.com`,
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+ > `bytedance.com`). These are included **as factual security metadata only** and do not
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+ > imply any endorsement, accusation, or commercial relationship.
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+ ---
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+
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+ ## πŸ“Š Dataset Overview
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  | Item | Value |
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  |------|-------|
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  | Record count | 240,561 |
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  | Snapshot date | 2026-03-04 |
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+ | Fields | 20 |
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  | Format | CSV (UTF-8 BOM) |
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  ## Fields
 
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  | `asi_threat_actors` | Associated APT groups |
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  | `asi_cves` | Associated CVE numbers |
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  | `asi_enriched_at` | Enrichment timestamp |
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+ | `asi_domains` | Related domains (factual metadata only) |
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+
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+ ---
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+
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+ ## πŸ“– License & Usage Terms
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+
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+ This dataset is released under **[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)**.
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+
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+ | You are free to | Conditions |
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+ |-----------------|-----------|
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+ | βœ… Share and redistribute | ℹ️ Attribute to this dataset **and** original source |
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+ | βœ… Adapt and transform | 🚫 **Non-commercial use only** |
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+ | | πŸ”„ Share-alike under same license |
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+
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+ **Prohibited uses:**
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+ - ❌ Commercial exploitation
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+ - ❌ Targeted harassment or attacks against any listed organization
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+ - ❌ Re-identification of sanitized IP addresses
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+
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+ ---
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+
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+ ## πŸ“₯ DMCA & Takedown Requests
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+
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+ If you believe this dataset infringes your rights:
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+
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+ 1. **Contact us** via Hugging Face discussion tab on this repository
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+ 2. **Contact Hugging Face** at: dmca@huggingface.co
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+ 3. **Reference**: [Hugging Face DMCA Policy](https://huggingface.co/dmca)
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+
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+ We will respond promptly and cooperate fully with legitimate takedown requests.
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+
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+ ---
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+
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+ ## βš–οΈ Disclaimer
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+ This dataset is provided **"as-is"** for security awareness and academic research only.
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+ - The contributors are **not affiliated** with `openclaw.allegro.earth`
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+ - We make **no warranty** regarding accuracy or completeness
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+ - Contributors are **not responsible** for any misuse of this information
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+ - Mention of any company or organization does **not** imply security accusations or endorsement