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CVE-2026-54499

Stanza: Remote Code Execution via Unsafe Pickle Deserialization in Model Loaders

Stanza is a Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages. Prior to 1.12.2, Stanza model loaders such as stanza.models.common.pretrain.Pretrain.load() attempt torch.load(..., weights_only=True) but fall back to torch.load(..., weights_only=False) on attacker-controllable pickle.UnpicklingError, allowing a malicious .pt pretrain or model file to execute arbitrary pickle code when a Stanza NLP pipeline loads it. This issue is fixed in version 1.12.2.

CVSS 3.1 · 7.5 High EPSS < 1% KEV · Not listed
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CVE-2009-2945

weblogin/login.fcgi (aka the WebLogin login script) in Stanford University WebAuth 3.5.5, 3.6.0, and 3.6.1 places passwords in URLs in certain circumstances involving conversion of a POST request to a GET request, which allows context-dependent attackers to discover passwords by reading (1) web-server access logs, (2) web-server Referer logs, or (3) the browser history.

CVSS 2.0 · 4.3 Medium EPSS < 1% KEV · Not listed
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CVE-2022-0239

Improper Restriction of XML External Entity Reference in stanfordnlp/corenlp

corenlp is vulnerable to Improper Restriction of XML External Entity Reference

CVSS 3.1 · 9.8 Critical EPSS 1.3% KEV · Not listed
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CVE-2021-3878

Improper Restriction of XML External Entity Reference in stanfordnlp/corenlp

corenlp is vulnerable to Improper Restriction of XML External Entity Reference

CVSS 3.1 · 9.8 Critical EPSS 1.9% KEV · Not listed
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CVE-2023-39020

stanford-parser v3.9.2 and below was discovered to contain a code injection vulnerability in the component edu.stanford.nlp.io.getBZip2PipedInputStream. This vulnerability is exploited via passing an unchecked argument.

CVSS 3.1 · 9.8 Critical EPSS 1.0% KEV · Not listed
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CVE-2022-0198

Improper Restriction of XML External Entity Reference in stanfordnlp/corenlp

corenlp is vulnerable to Improper Restriction of XML External Entity Reference

CVSS 3.1 · 7.1 High EPSS < 1% KEV · Not listed
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CVE-2021-44550

An Incorrect Access Control vulnerability exists in CoreNLP 4.3.2 via the classifier in NERServlet.java (lines 158 and 159).

CVSS 3.1 · 9.8 Critical EPSS 1.3% KEV · Not listed
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CVE-2021-3869

Improper Restriction of XML External Entity Reference in stanfordnlp/corenlp

corenlp is vulnerable to Improper Restriction of XML External Entity Reference

CVSS 3.1 · 7.5 High EPSS 1.4% KEV · Not listed
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