{"items":[{"id":"NVI-00012118","kind":"vulnerability","title":"vLLM: Scale-out disaggregated multimodal transport trusts caller-supplied features","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-ph72-cqr5-qpp7","CVE-2026-105754"],"plain_summary":"GitHub lists this reviewed advisory for vllm. 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-1afc8ead4172d3c5eb313e4d7d29cc46"],"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":"2026-10-05T23:42:50.000Z","value":"6.5 medium","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-ad28774339136eb17540d0fe1237fce9"},{"kind":"CVSS","as_of":"2026-10-08T03:16:35.230Z","value":"6.5 MEDIUM (3.1)","meaning":"security-advisories@github.com severity; no combined Null risk score.","source_id":"sr-7cd49b927e2d30ef9d80851db2cd62b8"},{"kind":"EPSS","as_of":"2026-10-31T12:00:27.000Z","value":"0.269%","meaning":"FIRST EPSS model v2026.06.15; exploitation probability over 30 days, percentile 0.19121. Missing scores are unknown.","source_id":"sr-1afc8ead4172d3c5eb313e4d7d29cc46"}],"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-ad28774339136eb17540d0fe1237fce9","url":"https://github.com/advisories/GHSA-ph72-cqr5-qpp7","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-ph72-cqr5-qpp7","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T00:59:16.959Z"},{"id":"sr-7cd49b927e2d30ef9d80851db2cd62b8","url":"https://nvd.nist.gov/vuln/detail/CVE-2026-105754","basis":"official_catalog","notes":"This product uses data from the NVD API but is not endorsed or certified by the NVD.","title":"CVE-2026-105754","publisher":"NIST National Vulnerability Database","observed_at":"2026-11-03T09:58:14.367Z"},{"id":"sr-1afc8ead4172d3c5eb313e4d7d29cc46","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-2026-105754","publisher":"FIRST EPSS","observed_at":"2026-11-01T01:39:43.064Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-ad28774339136eb17540d0fe1237fce9"],"technology":"vllm","known_exclusions":[],"conditions_summary":"## Affected\n\n- **Ecosystem / package:** pip / `vllm`\n- **Affected versions:** vLLM ≤ 0.25.1 (confirmed on 0.25.1, commit `752a3a504485`). The lower bound predates 0.25.1; maintainers can confirm how far back the scale-out transport path reaches.\n\n## Summary\n\nvLLM's disaggregated **scale-out** transport splits a multimodal request into a trusted render step (`POST /v1/chat/completions/render`) and a separate generate step (`POST /inference/v1/generate`). The generate route decodes a caller-supplied `features` object — serialized encoder tensors (`kwargs_data`), multimodal hashes (`mm_hashes`), placeholder ranges (`mm_placeholders`), and the internal field-processor selection — and forwards it into the engine **as if it had come from the trusted renderer**, with no rebinding to (or validation against) the active model's renderer contract. Because the two routes are ordinary auth-guarded HTTP endpoints (the `/inference` prefix is registered by default on generate-capable servers), any authenticated caller can submit an otherwise-valid render body with a single forged field.\n\nDepending on which field ","public_affected_ranges":["< 0.30.0"]}],"null_published_at":"2026-11-08T15:11:49.375Z","source_updated_at":"2026-10-05T23:42:50.000Z","source_disclosed_at":"2026-10-05T23:42:50.000Z","is_synthetic_fixture":false,"null_last_reviewed_at":null,"public_change_summary":"Source facts changed; compare the preserved prior revision.","null_first_observed_at":"2026-11-01T00:59:16.959Z"},{"id":"NVI-00012118","kind":"vulnerability","title":"vLLM: Scale-out disaggregated multimodal transport trusts caller-supplied features","revision":2,"unknowns":["Customer inventory, deployment, reachability and exploitation have not been inspected."],"lifecycle":"active","identifiers":["GHSA-ph72-cqr5-qpp7","CVE-2026-105754"],"plain_summary":"GitHub lists this reviewed advisory for vllm. 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-1afc8ead4172d3c5eb313e4d7d29cc46"],"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":"2026-10-05T23:42:50.000Z","value":"6.5 medium","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-ad28774339136eb17540d0fe1237fce9"},{"kind":"EPSS","as_of":"2026-10-31T12:00:27.000Z","value":"0.269%","meaning":"FIRST EPSS model v2026.06.15; exploitation probability over 30 days, percentile 0.19121. Missing scores are unknown.","source_id":"sr-1afc8ead4172d3c5eb313e4d7d29cc46"}],"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-ad28774339136eb17540d0fe1237fce9","url":"https://github.com/advisories/GHSA-ph72-cqr5-qpp7","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-ph72-cqr5-qpp7","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T00:59:16.959Z"},{"id":"sr-1afc8ead4172d3c5eb313e4d7d29cc46","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-2026-105754","publisher":"FIRST EPSS","observed_at":"2026-11-01T01:39:43.064Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-ad28774339136eb17540d0fe1237fce9"],"technology":"vllm","known_exclusions":[],"conditions_summary":"## Affected\n\n- **Ecosystem / package:** pip / `vllm`\n- **Affected versions:** vLLM ≤ 0.25.1 (confirmed on 0.25.1, commit `752a3a504485`). The lower bound predates 0.25.1; maintainers can confirm how far back the scale-out transport path reaches.\n\n## Summary\n\nvLLM's disaggregated **scale-out** transport splits a multimodal request into a trusted render step (`POST /v1/chat/completions/render`) and a separate generate step (`POST /inference/v1/generate`). The generate route decodes a caller-supplied `features` object — serialized encoder tensors (`kwargs_data`), multimodal hashes (`mm_hashes`), placeholder ranges (`mm_placeholders`), and the internal field-processor selection — and forwards it into the engine **as if it had come from the trusted renderer**, with no rebinding to (or validation against) the active model's renderer contract. Because the two routes are ordinary auth-guarded HTTP endpoints (the `/inference` prefix is registered by default on generate-capable servers), any authenticated caller can submit an otherwise-valid render body with a single forged field.\n\nDepending on which field ","public_affected_ranges":["< 0.30.0"]}],"null_published_at":"2026-11-01T14:34:14.101Z","source_updated_at":"2026-10-05T23:42:50.000Z","source_disclosed_at":"2026-10-05T23:42:50.000Z","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":"2026-11-01T00:59:16.959Z"},{"id":"NVI-00012118","kind":"vulnerability","title":"vLLM: Scale-out disaggregated multimodal transport trusts caller-supplied features","revision":1,"unknowns":["Customer inventory, deployment, reachability and exploitation have not been inspected."],"lifecycle":"active","identifiers":["GHSA-ph72-cqr5-qpp7","CVE-2026-105754"],"plain_summary":"GitHub lists this reviewed advisory for vllm. 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-ad28774339136eb17540d0fe1237fce9"],"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":"2026-10-05T23:42:50.000Z","value":"6.5 medium","meaning":"GitHub source severity; exploitability and local consequence require separate evidence.","source_id":"sr-ad28774339136eb17540d0fe1237fce9"}],"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-ad28774339136eb17540d0fe1237fce9","url":"https://github.com/advisories/GHSA-ph72-cqr5-qpp7","basis":"vendor_advisory","notes":"GitHub Advisory Database; CC-BY-4.0. Each advisory links its original attribution. Null normalizes fields.","title":"GHSA-ph72-cqr5-qpp7","publisher":"GitHub Advisory Database","observed_at":"2026-11-01T00:59:16.959Z"}],"affected_context":[{"certainty":"source_listed","source_ids":["sr-ad28774339136eb17540d0fe1237fce9"],"technology":"vllm","known_exclusions":[],"conditions_summary":"## Affected\n\n- **Ecosystem / package:** pip / `vllm`\n- **Affected versions:** vLLM ≤ 0.25.1 (confirmed on 0.25.1, commit `752a3a504485`). The lower bound predates 0.25.1; maintainers can confirm how far back the scale-out transport path reaches.\n\n## Summary\n\nvLLM's disaggregated **scale-out** transport splits a multimodal request into a trusted render step (`POST /v1/chat/completions/render`) and a separate generate step (`POST /inference/v1/generate`). The generate route decodes a caller-supplied `features` object — serialized encoder tensors (`kwargs_data`), multimodal hashes (`mm_hashes`), placeholder ranges (`mm_placeholders`), and the internal field-processor selection — and forwards it into the engine **as if it had come from the trusted renderer**, with no rebinding to (or validation against) the active model's renderer contract. Because the two routes are ordinary auth-guarded HTTP endpoints (the `/inference` prefix is registered by default on generate-capable servers), any authenticated caller can submit an otherwise-valid render body with a single forged field.\n\nDepending on which field ","public_affected_ranges":["< 0.30.0"]}],"null_published_at":"2026-11-01T01:03:56.631Z","source_updated_at":"2026-10-05T23:42:50.000Z","source_disclosed_at":"2026-10-05T23:42:50.000Z","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":"2026-11-01T00:59:16.959Z"}],"next_cursor":null,"snapshot_revision":"42594"}