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    2 vulnerabilities by francescopace

    CVE-2026-102739 (GCVE-0-2026-102739)

    Vulnerability from nvd – Published: 2026-11-05 16:09 – Updated: 2026-11-05 16:09
    VLAI
    Title
    ESPectre: Unsafe Deserialization on .npz dataset leads to Code Execution
    Summary
    ESPectre is a Wi-Fi motion sensing platform for ESP32. Prior to 3.0.0-rc1, Micro-ESPectre analysis tools, including tools/6_optimize_filter_params.py, tools/1_analyze_raw_data.py, and tools/10_train_ml_model.py, load NPZ datasets with NumPy pickle support enabled through micro-espectre/tools/csi_utils.py and a direct loader. A malicious dataset contributor or pull-request author can place an object-typed array in a .npz file under micro-espectre/data, causing pickle-controlled code to execute as the maintainer or developer when a documented analysis tool accesses the field. This issue is fixed in version 3.0.0-rc1.
    Severity
    7.8 (High)
    CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
    CWE
    • CWE-502 - Deserialization of Untrusted Data
    Assigner
    GitHub_M CNA under the mitre root
    CNA scorecard C 72/100 over 8094 records in the last 180 days details
    References
    Impacted products
    Vendor Product Version
    francescopace espectre Affected: < 3.0.0-rc1
    		Create a notification for this product.
    Show details on NVD website
    To clipboard 

    {
  "containers": {
    "cna": {
      "affected": [
        {
          "product": "espectre",
          "vendor": "francescopace",
          "versions": [
            {
              "status": "affected",
              "version": "\u003c 3.0.0-rc1"
            }
          ]
        }
      ],
      "descriptions": [
        {
          "lang": "en",
          "value": "ESPectre is a Wi-Fi motion sensing platform for ESP32. Prior to 3.0.0-rc1, Micro-ESPectre analysis tools, including tools/6_optimize_filter_params.py, tools/1_analyze_raw_data.py, and tools/10_train_ml_model.py, load NPZ datasets with NumPy pickle support enabled through micro-espectre/tools/csi_utils.py and a direct loader. A malicious dataset contributor or pull-request author can place an object-typed array in a .npz file under micro-espectre/data, causing pickle-controlled code to execute as the maintainer or developer when a documented analysis tool accesses the field. This issue is fixed in version 3.0.0-rc1."
        }
      ],
      "metrics": [
        {
          "cvssV3_1": {
            "attackComplexity": "LOW",
            "attackVector": "LOCAL",
            "availabilityImpact": "HIGH",
            "baseScore": 7.8,
            "baseSeverity": "HIGH",
            "confidentialityImpact": "HIGH",
            "integrityImpact": "HIGH",
            "privilegesRequired": "NONE",
            "scope": "UNCHANGED",
            "userInteraction": "REQUIRED",
            "vectorString": "CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H",
            "version": "3.1"
          }
        }
      ],
      "problemTypes": [
        {
          "descriptions": [
            {
              "cweId": "CWE-502",
              "description": "CWE-502: Deserialization of Untrusted Data",
              "lang": "en",
              "type": "CWE"
            }
          ]
        }
      ],
      "providerMetadata": {
        "dateUpdated": "2026-11-05T16:09:12.295Z",
        "orgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
        "shortName": "GitHub_M"
      },
      "references": [
        {
          "name": "https://github.com/francescopace/espectre/security/advisories/GHSA-g96x-h6rg-cqq3",
          "tags": [
            "x_refsource_CONFIRM"
          ],
          "url": "https://github.com/francescopace/espectre/security/advisories/GHSA-g96x-h6rg-cqq3"
        },
        {
          "name": "https://github.com/francescopace/espectre/pull/154",
          "tags": [
            "x_refsource_MISC"
          ],
          "url": "https://github.com/francescopace/espectre/pull/154"
        },
        {
          "name": "https://github.com/francescopace/espectre/commit/adf495ceed41840497347f0196ba4a6968fc4ee1",
          "tags": [
            "x_refsource_MISC"
          ],
          "url": "https://github.com/francescopace/espectre/commit/adf495ceed41840497347f0196ba4a6968fc4ee1"
        },
        {
          "name": "https://github.com/francescopace/espectre/releases/tag/3.0.0-rc1",
          "tags": [
            "x_refsource_MISC"
          ],
          "url": "https://github.com/francescopace/espectre/releases/tag/3.0.0-rc1"
        }
      ],
      "source": {
        "advisory": "GHSA-g96x-h6rg-cqq3",
        "discovery": "UNKNOWN"
      },
      "title": "ESPectre: Unsafe Deserialization on .npz dataset leads to Code Execution"
    }
  },
  "cveMetadata": {
    "assignerOrgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
    "assignerShortName": "GitHub_M",
    "cveId": "CVE-2026-102739",
    "datePublished": "2026-11-05T16:09:12.295Z",
    "dateReserved": "2026-09-29T16:19:11.295Z",
    "dateUpdated": "2026-11-05T16:09:12.295Z",
    "state": "PUBLISHED"
  },
  "dataType": "CVE_RECORD",
  "dataVersion": "5.2"
}

    CVE-2026-102739 (GCVE-0-2026-102739)

    Vulnerability from cvelistv5 – Published: 2026-11-05 16:09 – Updated: 2026-11-05 16:09
    VLAI
    Title
    ESPectre: Unsafe Deserialization on .npz dataset leads to Code Execution
    Summary
    ESPectre is a Wi-Fi motion sensing platform for ESP32. Prior to 3.0.0-rc1, Micro-ESPectre analysis tools, including tools/6_optimize_filter_params.py, tools/1_analyze_raw_data.py, and tools/10_train_ml_model.py, load NPZ datasets with NumPy pickle support enabled through micro-espectre/tools/csi_utils.py and a direct loader. A malicious dataset contributor or pull-request author can place an object-typed array in a .npz file under micro-espectre/data, causing pickle-controlled code to execute as the maintainer or developer when a documented analysis tool accesses the field. This issue is fixed in version 3.0.0-rc1.
    Severity
    7.8 (High)
    CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
    CWE
    • CWE-502 - Deserialization of Untrusted Data
    Assigner
    GitHub_M CNA under the mitre root
    CNA scorecard C 72/100 over 8094 records in the last 180 days details
    References
    Impacted products
    Vendor Product Version
    francescopace espectre Affected: < 3.0.0-rc1
    		Create a notification for this product.
    Show details on NVD website
    To clipboard 

    {
  "containers": {
    "cna": {
      "affected": [
        {
          "product": "espectre",
          "vendor": "francescopace",
          "versions": [
            {
              "status": "affected",
              "version": "\u003c 3.0.0-rc1"
            }
          ]
        }
      ],
      "descriptions": [
        {
          "lang": "en",
          "value": "ESPectre is a Wi-Fi motion sensing platform for ESP32. Prior to 3.0.0-rc1, Micro-ESPectre analysis tools, including tools/6_optimize_filter_params.py, tools/1_analyze_raw_data.py, and tools/10_train_ml_model.py, load NPZ datasets with NumPy pickle support enabled through micro-espectre/tools/csi_utils.py and a direct loader. A malicious dataset contributor or pull-request author can place an object-typed array in a .npz file under micro-espectre/data, causing pickle-controlled code to execute as the maintainer or developer when a documented analysis tool accesses the field. This issue is fixed in version 3.0.0-rc1."
        }
      ],
      "metrics": [
        {
          "cvssV3_1": {
            "attackComplexity": "LOW",
            "attackVector": "LOCAL",
            "availabilityImpact": "HIGH",
            "baseScore": 7.8,
            "baseSeverity": "HIGH",
            "confidentialityImpact": "HIGH",
            "integrityImpact": "HIGH",
            "privilegesRequired": "NONE",
            "scope": "UNCHANGED",
            "userInteraction": "REQUIRED",
            "vectorString": "CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H",
            "version": "3.1"
          }
        }
      ],
      "problemTypes": [
        {
          "descriptions": [
            {
              "cweId": "CWE-502",
              "description": "CWE-502: Deserialization of Untrusted Data",
              "lang": "en",
              "type": "CWE"
            }
          ]
        }
      ],
      "providerMetadata": {
        "dateUpdated": "2026-11-05T16:09:12.295Z",
        "orgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
        "shortName": "GitHub_M"
      },
      "references": [
        {
          "name": "https://github.com/francescopace/espectre/security/advisories/GHSA-g96x-h6rg-cqq3",
          "tags": [
            "x_refsource_CONFIRM"
          ],
          "url": "https://github.com/francescopace/espectre/security/advisories/GHSA-g96x-h6rg-cqq3"
        },
        {
          "name": "https://github.com/francescopace/espectre/pull/154",
          "tags": [
            "x_refsource_MISC"
          ],
          "url": "https://github.com/francescopace/espectre/pull/154"
        },
        {
          "name": "https://github.com/francescopace/espectre/commit/adf495ceed41840497347f0196ba4a6968fc4ee1",
          "tags": [
            "x_refsource_MISC"
          ],
          "url": "https://github.com/francescopace/espectre/commit/adf495ceed41840497347f0196ba4a6968fc4ee1"
        },
        {
          "name": "https://github.com/francescopace/espectre/releases/tag/3.0.0-rc1",
          "tags": [
            "x_refsource_MISC"
          ],
          "url": "https://github.com/francescopace/espectre/releases/tag/3.0.0-rc1"
        }
      ],
      "source": {
        "advisory": "GHSA-g96x-h6rg-cqq3",
        "discovery": "UNKNOWN"
      },
      "title": "ESPectre: Unsafe Deserialization on .npz dataset leads to Code Execution"
    }
  },
  "cveMetadata": {
    "assignerOrgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
    "assignerShortName": "GitHub_M",
    "cveId": "CVE-2026-102739",
    "datePublished": "2026-11-05T16:09:12.295Z",
    "dateReserved": "2026-09-29T16:19:11.295Z",
    "dateUpdated": "2026-11-05T16:09:12.295Z",
    "state": "PUBLISHED"
  },
  "dataType": "CVE_RECORD",
  "dataVersion": "5.2"
}