{"items":[{"id":"NVI-00014004","kind":"vulnerability","title":"LMDeploy has Remote Code Execution by Pickle Deserialization via handle_zmq_recv in lmdeploy/lmdeploy/pytorch/disagg/conn/engine_conn.py","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-2vh9-42vm-xmv2","CVE-2025-66455"],"plain_summary":"GitHub lists this reviewed advisory for lmdeploy. 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-04e0021374ed39f72776f2d9ecc0dd7c"],"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":"2026-09-21T16:20:07.000Z","value":"9.8 critical","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-303681e88d32475a943e9476dd46f000"},{"kind":"CVSS","as_of":"2026-10-14T13:10:00.187Z","value":"9.8 CRITICAL (3.1)","meaning":"security-advisories@github.com severity; no combined Null risk score.","source_id":"sr-6a867dc1b76fa2d0e7bdfba47776f6fd"},{"kind":"EPSS","as_of":"2026-11-05T12:03:04.000Z","value":"1.266%","meaning":"FIRST EPSS model v2026.06.15; exploitation probability over 30 days, percentile 0.69834. Missing scores are unknown.","source_id":"sr-04e0021374ed39f72776f2d9ecc0dd7c"}],"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-303681e88d32475a943e9476dd46f000","url":"https://github.com/advisories/GHSA-2vh9-42vm-xmv2","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-2vh9-42vm-xmv2","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T14:29:31.527Z"},{"id":"sr-6a867dc1b76fa2d0e7bdfba47776f6fd","url":"https://nvd.nist.gov/vuln/detail/CVE-2025-66455","basis":"official_catalog","notes":"This product uses data from the NVD API but is not endorsed or certified by the NVD.","title":"CVE-2025-66455","publisher":"NIST National Vulnerability Database","observed_at":"2026-11-06T15:14:24.735Z"},{"id":"sr-04e0021374ed39f72776f2d9ecc0dd7c","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-2025-66455","publisher":"FIRST EPSS","observed_at":"2026-11-06T00:24:57.621Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-303681e88d32475a943e9476dd46f000"],"technology":"lmdeploy","known_exclusions":[],"conditions_summary":"## Summary\n\nLMDeploy's PyTorch DistServe/PD-disaggregation control plane used\n`recv_pyobj()` to deserialize messages received through a ZeroMQ PULL\nsocket. PyZMQ implements `recv_pyobj()` using Python pickle\ndeserialization, which can execute arbitrary code while reconstructing\nan object.\n\nThe peer address used by the receiver was supplied through the\n`POST /distserve/p2p_connect` HTTP endpoint. An attacker who could reach\nan affected DistServe API server could cause the server to connect to an\nattacker-controlled ZeroMQ endpoint and deserialize a crafted pickle\npayload.\n\nAPI-key authentication is not enabled unless the operator explicitly\nconfigures it. As a result, affected DistServe deployments without API\nkeys allowed unauthenticated remote code execution with the privileges\nof the LMDeploy serving process.\n\nThis issue affects the PyTorch backend when PD-disaggregation/DistServe\nis enabled. Ordinary deployments that do not use the affected\ndisaggregated-serving path do not expose this data flow.\n\n## Affected components\n\n- HTTP entry point:\n  `lmdeploy/serve/openai/endpoints/distserve.py`,\n  `POST /distserve/p2p_connect`\n- Attacker-controlled peer address:\n  `DistServeConnection","public_affected_ranges":[">= 0.9.2, < 0.16.0"]}],"null_published_at":"2026-11-08T19:53:44.066Z","source_updated_at":"2026-09-21T16:20:07.000Z","source_disclosed_at":"2026-09-18T17:03:56.000Z","is_synthetic_fixture":false,"null_last_reviewed_at":null,"public_change_summary":"Source facts changed; compare the preserved prior revision.","null_first_observed_at":"2026-11-01T14:29:31.527Z"},{"id":"NVI-00014004","kind":"vulnerability","title":"LMDeploy has Remote Code Execution by Pickle Deserialization via handle_zmq_recv in lmdeploy/lmdeploy/pytorch/disagg/conn/engine_conn.py","revision":2,"unknowns":["Customer inventory, deployment, reachability and exploitation have not been inspected."],"lifecycle":"active","identifiers":["GHSA-2vh9-42vm-xmv2","CVE-2025-66455"],"plain_summary":"GitHub lists this reviewed advisory for lmdeploy. 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-04e0021374ed39f72776f2d9ecc0dd7c"],"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":"2026-09-21T16:20:07.000Z","value":"9.8 critical","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-303681e88d32475a943e9476dd46f000"},{"kind":"EPSS","as_of":"2026-11-05T12:03:04.000Z","value":"1.266%","meaning":"FIRST EPSS model v2026.06.15; exploitation probability over 30 days, percentile 0.69834. Missing scores are unknown.","source_id":"sr-04e0021374ed39f72776f2d9ecc0dd7c"}],"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-303681e88d32475a943e9476dd46f000","url":"https://github.com/advisories/GHSA-2vh9-42vm-xmv2","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-2vh9-42vm-xmv2","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T14:29:31.527Z"},{"id":"sr-04e0021374ed39f72776f2d9ecc0dd7c","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-2025-66455","publisher":"FIRST EPSS","observed_at":"2026-11-06T00:24:57.621Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-303681e88d32475a943e9476dd46f000"],"technology":"lmdeploy","known_exclusions":[],"conditions_summary":"## Summary\n\nLMDeploy's PyTorch DistServe/PD-disaggregation control plane used\n`recv_pyobj()` to deserialize messages received through a ZeroMQ PULL\nsocket. PyZMQ implements `recv_pyobj()` using Python pickle\ndeserialization, which can execute arbitrary code while reconstructing\nan object.\n\nThe peer address used by the receiver was supplied through the\n`POST /distserve/p2p_connect` HTTP endpoint. An attacker who could reach\nan affected DistServe API server could cause the server to connect to an\nattacker-controlled ZeroMQ endpoint and deserialize a crafted pickle\npayload.\n\nAPI-key authentication is not enabled unless the operator explicitly\nconfigures it. As a result, affected DistServe deployments without API\nkeys allowed unauthenticated remote code execution with the privileges\nof the LMDeploy serving process.\n\nThis issue affects the PyTorch backend when PD-disaggregation/DistServe\nis enabled. Ordinary deployments that do not use the affected\ndisaggregated-serving path do not expose this data flow.\n\n## Affected components\n\n- HTTP entry point:\n  `lmdeploy/serve/openai/endpoints/distserve.py`,\n  `POST /distserve/p2p_connect`\n- Attacker-controlled peer address:\n  `DistServeConnection","public_affected_ranges":[">= 0.9.2, < 0.16.0"]}],"null_published_at":"2026-11-07T07:07:46.829Z","source_updated_at":"2026-09-21T16:20:07.000Z","source_disclosed_at":"2026-09-18T17:03:56.000Z","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":"2026-11-01T14:29:31.527Z"},{"id":"NVI-00014004","kind":"vulnerability","title":"LMDeploy has Remote Code Execution by Pickle Deserialization via handle_zmq_recv in lmdeploy/lmdeploy/pytorch/disagg/conn/engine_conn.py","revision":1,"unknowns":["Customer inventory, deployment, reachability and exploitation have not been inspected."],"lifecycle":"active","identifiers":["GHSA-2vh9-42vm-xmv2","CVE-2025-66455"],"plain_summary":"GitHub lists this reviewed advisory for lmdeploy. 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-303681e88d32475a943e9476dd46f000"],"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":"2026-09-21T16:20:07.000Z","value":"9.8 critical","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-303681e88d32475a943e9476dd46f000"}],"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-303681e88d32475a943e9476dd46f000","url":"https://github.com/advisories/GHSA-2vh9-42vm-xmv2","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-2vh9-42vm-xmv2","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T14:29:31.527Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-303681e88d32475a943e9476dd46f000"],"technology":"lmdeploy","known_exclusions":[],"conditions_summary":"## Summary\n\nLMDeploy's PyTorch DistServe/PD-disaggregation control plane used\n`recv_pyobj()` to deserialize messages received through a ZeroMQ PULL\nsocket. PyZMQ implements `recv_pyobj()` using Python pickle\ndeserialization, which can execute arbitrary code while reconstructing\nan object.\n\nThe peer address used by the receiver was supplied through the\n`POST /distserve/p2p_connect` HTTP endpoint. An attacker who could reach\nan affected DistServe API server could cause the server to connect to an\nattacker-controlled ZeroMQ endpoint and deserialize a crafted pickle\npayload.\n\nAPI-key authentication is not enabled unless the operator explicitly\nconfigures it. As a result, affected DistServe deployments without API\nkeys allowed unauthenticated remote code execution with the privileges\nof the LMDeploy serving process.\n\nThis issue affects the PyTorch backend when PD-disaggregation/DistServe\nis enabled. Ordinary deployments that do not use the affected\ndisaggregated-serving path do not expose this data flow.\n\n## Affected components\n\n- HTTP entry point:\n  `lmdeploy/serve/openai/endpoints/distserve.py`,\n  `POST /distserve/p2p_connect`\n- Attacker-controlled peer address:\n  `DistServeConnection","public_affected_ranges":[">= 0.9.2, < 0.16.0"]}],"null_published_at":"2026-11-02T10:00:37.196Z","source_updated_at":"2026-09-21T16:20:07.000Z","source_disclosed_at":"2026-09-18T17:03:56.000Z","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":"2026-11-01T14:29:31.527Z"}],"next_cursor":null,"snapshot_revision":"42594"}