CVE-2026-57845:Hugging Face Datasets 5.1.0 之 pickle 反序列化漏洞可導致 RCE
CVE-2026-57845 - Hugging Face Datasets 5.1.0 Pickle Deserialization RCE via Pandas Builder
Hugging Face Datasets 5.1.0 發現 pickle 反序列化漏洞,攻擊者可透過惡意 pickle 檔案執行任意 Python 程式碼,導致 RCE。
此漏洞揭示 Hugging Face Datasets 5.1.0 之 pickle 反序列化缺陷,提示使用者需即時升級或停用 pandas builder 以防範 RCE 攻擊。
Hugging Face Datasets through 5.1.0 contains an insecure deserialization vulnerability that allows attackers to execute arbitrary Python code by crafting a malicious pickle file loaded through the deprecated pandas packaged builder. Attackers can supply a pickle-backed dataset that is processed by Pandas._generate_tables via pandas.read_pickle() without validation, so when a victim calls datasets.load_dataset("pandas", data_files=...), the embedded __reduce__ payload executes code with the victim process's privileges.
Impact
Affected Products
The following products are affected by CVE-2026-57845
vulnerability.
Even if cvefeed.io is aware of the exact versions of the
products
that
are
affected, the information is not represented in the table below.
| ID | Vendor | Product | Action |
|---|---|---|---|
| 1 | Huggingface | datasets |
The Common Vulnerability Scoring System is a standardized framework for assessing the severity of vulnerabilities in software and systems. We collect and displays CVSS scores from various sources for each CVE.
| Score | Version | Severity | Vector | Exploitability Score | Impact Score | Source |
|---|---|---|---|---|---|---|
| CVSS 3.1 | HIGH | 83251b91-4cc7-4094-a5c7-464a1b83ea10 | ||||
| CVSS 3.1 | HIGH | MITRE-CVE | ||||
| CVSS 4.0 | HIGH | 83251b91-4cc7-4094-a5c7-464a1b83ea10 |
Update Hugging Face Datasets to patch insecure deserialization in pandas builder.
- Update Hugging Face Datasets to version 5.1.1 or later.
- Avoid loading pickle files from untrusted sources.
- Remove or restrict usage of the pandas packaged builder.
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