Vulnerability-Lookup

CVE-2024-24595 (GCVE-0-2024-24595)

Vulnerability from cvelistv5 – Published: 2024-02-05 21:15 – Updated: 2025-05-15 19:47

Summary

Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.

Severity

6 (Medium)


                        
                          CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N

SSVC

Exploitation: none Automatable: no Technical Impact: total

CISA Coordinator · CISA-ADP (v2.0.3)

Decision recorded 2025-05-08 15:46 UTC

CWE

CWE-522 - Insufficiently Protected Credentials

Assigner

HiddenLayer CNA under the mitre root

CNA scorecard C 70/100 over 16 records in the last 180 days details

References

1 reference

URL	Tags
https://hiddenlayer.com/research/not-so-clear-how…

Impacted products

1 product

Vendor	Product	Version	CPE status
Allegro.AI	ClearML	Affected: 0	guessed

Date Public

2024-02-06 15:00

Show details on NVD website

JSON

To clipboard

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FKIE_CVE-2024-24595

Vulnerability from fkie_nvd - Published: 2024-02-05 22:16 - Updated: 2026-06-17 07:14

Severity

6.0 (Medium) - CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N
7.1 (High) - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N

Summary

Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.

References

	URL	Tags
	6f8de1f0-f67e-45a6-b68f-98777fdb759c	https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/	Third Party Advisory
	af854a3a-2127-422b-91ae-364da2661108	https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/	Third Party Advisory

Impacted products

	Vendor	Product	Version
	clear	clearml	-

JSON

To clipboard

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GHSA-GVQV-H7HH-6FCC

Vulnerability from github – Published: 2024-02-06 00:30 – Updated: 2024-02-13 19:29

Summary

Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance

Details

Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.

Severity

6.0 (Medium)


                  
                    CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N

Show details on source website

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "clearml"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "last_affected": "1.14.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2024-24595"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-312",
      "CWE-522"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2024-02-09T21:36:44Z",
    "nvd_published_at": "2024-02-05T22:16:08Z",
    "severity": "MODERATE"
  },
  "details": "Allegro AI\u2019s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.\n",
  "id": "GHSA-gvqv-h7hh-6fcc",
  "modified": "2024-02-13T19:29:43Z",
  "published": "2024-02-06T00:30:28Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-24595"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/allegroai/clearml"
    },
    {
      "type": "WEB",
      "url": "https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N",
      "type": "CVSS_V3"
    }
  ],
  "summary": "Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance"
}

GSD-2024-24595

Vulnerability from gsd - Updated: 2024-01-26 06:02

Details

Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.

Aliases

CVE-2024-24595

JSON

To clipboard

{
  "gsd": {
    "metadata": {
      "exploitCode": "unknown",
      "remediation": "unknown",
      "reportConfidence": "confirmed",
      "type": "vulnerability"
    },
    "osvSchema": {
      "aliases": [
        "CVE-2024-24595"
      ],
      "details": "Allegro AI\u2019s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.\n",
      "id": "GSD-2024-24595",
      "modified": "2024-01-26T06:02:25.990168Z",
      "schema_version": "1.4.0"
    }
  },
  "namespaces": {
    "cve.org": {
      "CVE_data_meta": {
        "ASSIGNER": "disclosure@hiddenlayer.com",
        "ID": "CVE-2024-24595",
        "STATE": "PUBLIC"
      },
      "affects": {
        "vendor": {
          "vendor_data": [
            {
              "product": {
                "product_data": [
                  {
                    "product_name": "ClearML",
                    "version": {
                      "version_data": [
                        {
                          "version_affected": "=",
                          "version_value": "0"
                        }
                      ]
                    }
                  }
                ]
              },
              "vendor_name": "Allegro.AI"
            }
          ]
        }
      },
      "data_format": "MITRE",
      "data_type": "CVE",
      "data_version": "4.0",
      "description": {
        "description_data": [
          {
            "lang": "eng",
            "value": "Allegro AI\u2019s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.\n"
          }
        ]
      },
      "generator": {
        "engine": "Vulnogram 0.1.0-dev"
      },
      "impact": {
        "cvss": [
          {
            "attackComplexity": "LOW",
            "attackVector": "LOCAL",
            "availabilityImpact": "NONE",
            "baseScore": 6,
            "baseSeverity": "MEDIUM",
            "confidentialityImpact": "HIGH",
            "integrityImpact": "HIGH",
            "privilegesRequired": "HIGH",
            "scope": "UNCHANGED",
            "userInteraction": "NONE",
            "vectorString": "CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N",
            "version": "3.1"
          }
        ]
      },
      "problemtype": {
        "problemtype_data": [
          {
            "description": [
              {
                "cweId": "CWE-522",
                "lang": "eng",
                "value": "CWE-522 Insufficiently Protected Credentials"
              }
            ]
          }
        ]
      },
      "references": {
        "reference_data": [
          {
            "name": "https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/",
            "refsource": "MISC",
            "url": "https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/"
          }
        ]
      },
      "source": {
        "discovery": "UNKNOWN"
      }
    },
    "nvd.nist.gov": {
      "cve": {
        "configurations": [
          {
            "nodes": [
              {
                "cpeMatch": [
                  {
                    "criteria": "cpe:2.3:a:clear:clearml:-:*:*:*:*:*:*:*",
                    "matchCriteriaId": "AD8EB0BF-75B9-4B0E-9129-0508A2742B27",
                    "vulnerable": true
                  }
                ],
                "negate": false,
                "operator": "OR"
              }
            ]
          }
        ],
        "descriptions": [
          {
            "lang": "en",
            "value": "Allegro AI\u2019s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.\n"
          },
          {
            "lang": "es",
            "value": "La versi\u00f3n de c\u00f3digo abierto de ClearML de Allegro AI almacena contrase\u00f1as en texto plano dentro de la instancia de MongoDB, lo que da como resultado que un servidor comprometido filtre todos los correos electr\u00f3nicos y contrase\u00f1as de los usuarios."
          }
        ],
        "id": "CVE-2024-24595",
        "lastModified": "2024-02-13T14:08:55.650",
        "metrics": {
          "cvssMetricV31": [
            {
              "cvssData": {
                "attackComplexity": "LOW",
                "attackVector": "LOCAL",
                "availabilityImpact": "NONE",
                "baseScore": 7.1,
                "baseSeverity": "HIGH",
                "confidentialityImpact": "HIGH",
                "integrityImpact": "HIGH",
                "privilegesRequired": "LOW",
                "scope": "UNCHANGED",
                "userInteraction": "NONE",
                "vectorString": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N",
                "version": "3.1"
              },
              "exploitabilityScore": 1.8,
              "impactScore": 5.2,
              "source": "nvd@nist.gov",
              "type": "Primary"
            },
            {
              "cvssData": {
                "attackComplexity": "LOW",
                "attackVector": "LOCAL",
                "availabilityImpact": "NONE",
                "baseScore": 6.0,
                "baseSeverity": "MEDIUM",
                "confidentialityImpact": "HIGH",
                "integrityImpact": "HIGH",
                "privilegesRequired": "HIGH",
                "scope": "UNCHANGED",
                "userInteraction": "NONE",
                "vectorString": "CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N",
                "version": "3.1"
              },
              "exploitabilityScore": 0.8,
              "impactScore": 5.2,
              "source": "6f8de1f0-f67e-45a6-b68f-98777fdb759c",
              "type": "Secondary"
            }
          ]
        },
        "published": "2024-02-05T22:16:08.480",
        "references": [
          {
            "source": "6f8de1f0-f67e-45a6-b68f-98777fdb759c",
            "tags": [
              "Third Party Advisory"
            ],
            "url": "https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/"
          }
        ],
        "sourceIdentifier": "6f8de1f0-f67e-45a6-b68f-98777fdb759c",
        "vulnStatus": "Analyzed",
        "weaknesses": [
          {
            "description": [
              {
                "lang": "en",
                "value": "CWE-522"
              }
            ],
            "source": "nvd@nist.gov",
            "type": "Primary"
          },
          {
            "description": [
              {
                "lang": "en",
                "value": "CWE-522"
              }
            ],
            "source": "6f8de1f0-f67e-45a6-b68f-98777fdb759c",
            "type": "Secondary"
          }
        ]
      }
    }
  }
}

PYSEC-2026-1257

Vulnerability from pysec - Published: 2026-07-07 11:45 - Updated: 2026-07-07 17:23

Details

Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.

Severity

6.0 (Medium)


                  
                    CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N

Impacted products

Name	purl
clearml	pkg:pypi/clearml

Aliases

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "clearml",
        "purl": "pkg:pypi/clearml"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "last_affected": "1.14.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ],
      "versions": [
        "0.17.0",
        "0.17.1",
        "0.17.2",
        "0.17.3",
        "0.17.4",
        "0.17.5",
        "0.17.5rc0",
        "0.17.5rc1",
        "0.17.5rc2",
        "0.17.5rc3",
        "0.17.5rc4",
        "0.17.5rc5",
        "0.17.5rc6",
        "0.17.6rc1",
        "1.0.0",
        "1.0.1",
        "1.0.2",
        "1.0.2rc0",
        "1.0.3",
        "1.0.3rc0",
        "1.0.3rc1",
        "1.0.4",
        "1.0.4rc0",
        "1.0.4rc1",
        "1.0.5",
        "1.0.6rc1",
        "1.0.6rc2",
        "1.1.0",
        "1.1.1",
        "1.1.2",
        "1.1.2rc0",
        "1.1.3",
        "1.1.3rc0",
        "1.1.4",
        "1.1.4rc0",
        "1.1.5",
        "1.1.5rc0",
        "1.1.5rc1",
        "1.1.5rc2",
        "1.1.5rc3",
        "1.1.5rc4",
        "1.1.5rc5",
        "1.1.5rc6",
        "1.1.5rc7",
        "1.1.6",
        "1.1.6rc0",
        "1.10.0",
        "1.10.0rc0",
        "1.10.1",
        "1.10.2",
        "1.10.3",
        "1.10.4",
        "1.10.4rc0",
        "1.10.4rc1",
        "1.11.0",
        "1.11.0rc0",
        "1.11.1",
        "1.11.1rc0",
        "1.11.1rc1",
        "1.11.1rc2",
        "1.11.2rc0",
        "1.12.0",
        "1.12.1",
        "1.12.1rc0",
        "1.12.2",
        "1.12.2rc0",
        "1.13.0",
        "1.13.1",
        "1.13.2",
        "1.13.2rc0",
        "1.13.2rc1",
        "1.13.2rc2",
        "1.13.2rc3",
        "1.13.3rc0",
        "1.13.3rc1",
        "1.14.0",
        "1.14.0rc0",
        "1.14.1",
        "1.14.1rc0",
        "1.14.2",
        "1.14.2rc0",
        "1.2.0",
        "1.2.0rc0",
        "1.2.0rc1",
        "1.2.0rc2",
        "1.2.1",
        "1.2.1rc0",
        "1.3.0",
        "1.3.0rc0",
        "1.3.0rc1",
        "1.3.0rc2",
        "1.3.1",
        "1.3.1rc0",
        "1.3.2",
        "1.3.2rc0",
        "1.3.2rc1",
        "1.3.2rc2",
        "1.3.2rc3",
        "1.3.2rc4",
        "1.3.3rc0",
        "1.3.3rc1",
        "1.3.3rc2",
        "1.4.0",
        "1.4.1",
        "1.4.1rc0",
        "1.4.2rc0",
        "1.4.2rc1",
        "1.5.0",
        "1.6.0",
        "1.6.1",
        "1.6.2",
        "1.6.2rc0",
        "1.6.3",
        "1.6.3rc0",
        "1.6.3rc1",
        "1.6.4",
        "1.6.5rc0",
        "1.6.5rc1",
        "1.6.5rc2",
        "1.7.0",
        "1.7.0rc0",
        "1.7.0rc1",
        "1.7.1",
        "1.7.1rc0",
        "1.7.1rc1",
        "1.7.1rc2",
        "1.7.2",
        "1.7.2rc0",
        "1.7.2rc1",
        "1.7.2rc2",
        "1.7.3rc0",
        "1.7.3rc1",
        "1.8.0",
        "1.8.1",
        "1.8.1rc0",
        "1.8.2",
        "1.8.3",
        "1.8.4rc0",
        "1.8.4rc1",
        "1.8.4rc2",
        "1.9.0",
        "1.9.1",
        "1.9.1rc0",
        "1.9.2",
        "1.9.2rc0",
        "1.9.2rc1",
        "1.9.2rc2",
        "1.9.3"
      ]
    }
  ],
  "aliases": [
    "CVE-2024-24595",
    "GHSA-gvqv-h7hh-6fcc"
  ],
  "details": "Allegro AI\u2019s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a compromised server leaking all user emails and passwords.\n",
  "id": "PYSEC-2026-1257",
  "modified": "2026-07-07T17:23:55.398444Z",
  "published": "2026-07-07T11:45:32.217010Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-24595"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/allegroai/clearml"
    },
    {
      "type": "WEB",
      "url": "https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain"
    },
    {
      "type": "PACKAGE",
      "url": "https://pypi.org/project/clearml"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/advisories/GHSA-gvqv-h7hh-6fcc"
    }
  ],
  "severity": [
    {
      "score": "CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N",
      "type": "CVSS_V3"
    }
  ],
  "summary": "Allegro AI ClearML Stores Credentials in Plaintext in MongoDB Instance"
}

Sightings

Author	Source	Type	Date	Other

Nomenclature

Seen: The vulnerability was mentioned, discussed, or observed by the user.
Confirmed: The vulnerability has been validated from an analyst's perspective.
Published Proof of Concept: A public proof of concept is available for this vulnerability.
Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
Not confirmed: The user expressed doubt about the validity of the vulnerability.
Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.

Vulnerability timeline

Sightings and recorded dates, grouped by day · UTC

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The MITRE ATT&CK techniques below are AI-generated suggestions, inferred from the description of the vulnerability by the CIRCL/vulnerability-attack-technique-classification-roberta-base model, served locally by ML-Gateway. They have not been verified by an analyst and are provided for guidance only.
The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.
Browse all ATT&CK techniques and the vulnerabilities related to each.

Related by attack behaviour

Vulnerabilities whose description is nearest to this one in the vector space of the CIRCL/vulnerability-attack-technique-biencoder model. This is a similarity search over the bi-encoder space (plain cosine), not a classification, and it has no measured accuracy.

Action not permitted

CVE-2024-24595 (GCVE-0-2024-24595)

FKIE_CVE-2024-24595

GHSA-GVQV-H7HH-6FCC

GSD-2024-24595

PYSEC-2026-1257

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