CVE-2026-49121

CRITICALNVD 9.89.8—
EchelonGraph scoreMEDIUM confidence

This critical-severity CVE scores 9.8 under NVD CVSS v3. EPSS exploit probability: 1.1%, top 38% of all CVEs by exploit prediction. GitHub Security Advisory enrichment pending alignment with NVD CVSS.

Triggered by: NVD CVSS baseline
Sources: epss, ghsa, nvd
Trending — 3 sources updated this weekElevated
9.8EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 1%CVSS: 9.8Exploit: Elevated riskExposed: 0

No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.

AI Tensor Engine for ROCm (AITER) through 0.1.14 contains an unauthenticated remote code execution vulnerability in the MessageQueue.recv() function within shm_broadcast.py that allows unauthenticated remote attackers to execute arbitrary code by sending a malicious pickle payload to a ZMQ SUB socket with no authentication, HMAC, or format validation. Attackers who can reach the writer XPUB endpoint on the cluster network or supply a forged Handle with an attacker-controlled remote_subscribe_addr can deliver a crafted pickle payload that executes arbitrary code simultaneously as the inference worker process on every remote reader worker.

CVSS v3
9.8
EG Score
9.8(medium)
EG Risk
60(Track*)
EG Risk 60/100SSVC: Track*

EG Risk is EchelonGraph's 0–100 priority score: it fuses intrinsic severity with real-world exploitation and automatability so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner. Distinct from the 0–10 EG Score (severity).

How it’s computed
Severity98% × 45%
Exploitation40% × 40%
Automatability0% × 15%
Action: Watch closely — could escalate to Attend.
EPSS PROB
1%
EPSS %ILE
62%
KEV
Not listed

Published

June 1, 2026

Last Modified

July 22, 2026

Advisory Details (6)

Auto-updated Jul 25, 2026
🔬 Proof of concept available. Patch available. Sources: github_pr, redhat.
redhat Patch Available
https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-49121.json
generic🟡 PoC Available

[vulnerability] unauthenticated `pickle.loads` on TCP-bound ZMQ XPUB socket allows network RCE on ROCm inference workers · Issue #3076 · ROCm/aiter · GitHub

https://github.com/ROCm/aiter/issues/3076
redhat

2483882 – (CVE-2026-49121) CVE-2026-49121 aiter: AI Tensor Engine for ROCm (AITER): Remote Code Execution via Unauthenticated Pickle Deserialization

https://bugzilla.redhat.com/show_bug.cgi?id=2483882
redhat Patch Available

cve-details

https://access.redhat.com/security/cve/CVE-2026-49121
generic

AI Tensor Engine for ROCm (AITER) 0.1.14 Unauthenticated RCE via MessageQueue.recv() Pickle Deserialization | Advisories | VulnCheck

https://www.vulncheck.com/advisories/ai-tensor-engine-for-rocm-aiter-unauthenticated-rce-via-messagequeue-recv-pickle-deserialization
github_pr

docs: add AITER May 2026 newsletter

Fix merged in ROCm/aiter PR #3170 on 2026-05-14 — awaiting tagged release

https://github.com/ROCm/aiter/pull/3170

Vendor Advisories for CVE-2026-49121(1)

These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.

Weakness Classification(1)

MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.

Data Freshness Timeline

(refreshed 16× in last 7d / 56× in last 30d)

Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. Most recent first.

Showing the most recent 100 of 151 total refreshes for this CVE.

  1. 2026-07-30 01:30 UTCEPSS rescore
  2. 2026-07-29 15:05 UTCGHSA enrichment
  3. 2026-07-29 11:07 UTCEG score recompute
  4. 2026-07-29 11:07 UTCGHSA enrichment
  5. 2026-07-28 15:37 UTCEPSS rescore
  6. 2026-07-28 03:50 UTCEG score recompute
  7. 2026-07-28 03:50 UTCGHSA enrichment
  8. 2026-07-27 09:00 UTCGHSA enrichment
  9. 2026-07-27 03:12 UTCGHSA enrichment
  10. 2026-07-26 23:14 UTCEG score recompute
  11. 2026-07-26 23:14 UTCGHSA enrichment
  12. 2026-07-26 14:54 UTCEPSS rescore
  13. 2026-07-25 14:18 UTCEPSS rescore
  14. 2026-07-24 14:18 UTCEPSS rescore
  15. 2026-07-23 14:18 UTCEPSS rescore
  16. 2026-07-23 03:18 UTCEG score recompute▲ 1.70
  17. 2026-07-22 14:08 UTCEPSS rescore
  18. 2026-07-21 15:25 UTCEPSS rescore
  19. 2026-07-20 17:08 UTCEPSS rescore
  20. 2026-07-19 14:31 UTCEPSS rescore
  21. 2026-07-19 14:31 UTCEPSS rescore
  22. 2026-07-19 02:29 UTCEPSS rescore
  23. 2026-07-18 10:04 UTCEPSS rescore
  24. 2026-07-16 17:03 UTCEPSS rescore
  25. 2026-07-16 01:27 UTCGHSA enrichment
Show 75 more
  1. 2026-07-15 16:57 UTCEPSS rescore
  2. 2026-07-15 02:26 UTCNVD updateCVSS v3 → 9.8 · severity → CRITICAL
  3. 2026-07-15 02:00 UTCEPSS rescore
  4. 2026-07-15 01:21 UTCMITRE cvelistV5CVSS v3 → 8.1 · severity → HIGH
  5. 2026-07-14 23:23 UTCNVD updateCVSS v3 → 9.8 · severity → CRITICAL
  6. 2026-07-14 21:35 UTCMITRE cvelistV5CVSS v3 → 8.1 · severity → HIGH
  7. 2026-07-14 17:02 UTCGHSA enrichment
  8. 2026-07-14 05:24 UTCGHSA enrichment
  9. 2026-07-13 22:30 UTCEPSS rescore
  10. 2026-07-13 06:13 UTCEPSS rescore
  11. 2026-07-12 05:46 UTCEPSS rescore
  12. 2026-07-12 01:09 UTCGHSA enrichment
  13. 2026-07-11 13:24 UTCGHSA enrichment
  14. 2026-07-11 08:27 UTCEPSS rescore
  15. 2026-07-09 19:10 UTCEPSS rescore
  16. 2026-07-08 16:53 UTCGHSA enrichment
  17. 2026-07-08 15:16 UTCEPSS rescore
  18. 2026-07-07 13:46 UTCEPSS rescore
  19. 2026-07-06 16:27 UTCEPSS rescore
  20. 2026-07-06 13:51 UTCNVD updateCVSS v3 → 9.8 · severity → CRITICAL
  21. 2026-07-06 13:07 UTCMITRE cvelistV5CVSS v3 → 8.1 · severity → HIGH
  22. 2026-07-06 02:23 UTCEPSS rescore
  23. 2026-07-05 02:30 UTCEPSS rescore
  24. 2026-07-04 06:31 UTCEPSS rescore
  25. 2026-07-02 13:52 UTCGHSA enrichment
  26. 2026-07-02 01:51 UTCGHSA enrichment
  27. 2026-07-01 15:07 UTCEPSS rescore
  28. 2026-07-01 11:07 UTCGHSA enrichment
  29. 2026-06-30 23:22 UTCEPSS rescore
  30. 2026-06-30 23:18 UTCGHSA enrichment
  31. 2026-06-30 04:33 UTCNVD updateCVSS v3 → 9.8 · severity → CRITICAL
  32. 2026-06-30 01:07 UTCGHSA enrichment
  33. 2026-06-29 14:06 UTCEPSS rescore
  34. 2026-06-29 14:06 UTCEPSS rescore
  35. 2026-06-29 13:29 UTCGHSA enrichment
  36. 2026-06-29 01:51 UTCGHSA enrichment
  37. 2026-06-28 14:13 UTCGHSA enrichment
  38. 2026-06-28 14:07 UTCEPSS rescore
  39. 2026-06-28 04:56 UTCEPSS rescore
  40. 2026-06-28 04:56 UTCEPSS rescore
  41. 2026-06-28 02:35 UTCGHSA enrichment
  42. 2026-06-27 14:52 UTCGHSA enrichment
  43. 2026-06-27 03:17 UTCMITRE cvelistV5CVSS v3 → 8.1 · severity → HIGH
  44. 2026-06-27 03:13 UTCGHSA enrichment
  45. 2026-06-27 03:08 UTCEPSS rescore
  46. 2026-06-26 15:32 UTCGHSA enrichment
  47. 2026-06-26 01:48 UTCGHSA enrichment
  48. 2026-06-25 14:10 UTCGHSA enrichment
  49. 2026-06-25 13:49 UTCEPSS rescore
  50. 2026-06-25 02:31 UTCGHSA enrichment
  51. 2026-06-24 14:52 UTCGHSA enrichment
  52. 2026-06-24 14:05 UTCEPSS rescore
  53. 2026-06-24 01:45 UTCGHSA enrichment
  54. 2026-06-23 21:33 UTCEPSS rescore
  55. 2026-06-23 21:33 UTCEPSS rescore
  56. 2026-06-22 14:25 UTCEPSS rescore
  57. 2026-06-22 14:25 UTCEPSS rescore
  58. 2026-06-21 14:56 UTCEPSS rescore
  59. 2026-06-21 14:56 UTCEPSS rescore
  60. 2026-06-21 01:59 UTCEPSS rescore
  61. 2026-06-21 01:59 UTCEPSS rescore
  62. 2026-06-20 13:51 UTCGHSA enrichment
  63. 2026-06-19 19:26 UTCEPSS rescore
  64. 2026-06-19 19:26 UTCEPSS rescore
  65. 2026-06-18 21:49 UTCGHSA enrichment
  66. 2026-06-18 17:52 UTCEPSS rescore
  67. 2026-06-18 17:52 UTCEPSS rescore
  68. 2026-06-18 01:51 UTCGHSA enrichment
  69. 2026-06-17 17:53 UTCEPSS rescore
  70. 2026-06-17 14:13 UTCGHSA enrichment
  71. 2026-06-17 02:32 UTCGHSA enrichment
  72. 2026-06-16 17:53 UTCEPSS rescore
  73. 2026-06-16 14:54 UTCGHSA enrichment
  74. 2026-06-16 00:54 UTCGHSA enrichment
  75. 2026-06-15 17:49 UTCEPSS rescore

Related CVEs(same CWE)

Frequently asked(5)

What is CVE-2026-49121?
CVE-2026-49121 is a critical vulnerability published on June 1, 2026. AI Tensor Engine for ROCm (AITER) through 0.1.14 contains an unauthenticated remote code execution vulnerability in the MessageQueue.recv() function within shmbroadcast.py that allows unauthenticated remote attackers to execute arbitrary code by sending a malicious pickle payload to a ZMQ SUB…
When was CVE-2026-49121 disclosed?
CVE-2026-49121 was first published in the National Vulnerability Database on June 1, 2026, with the most recent update on July 22, 2026. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2026-49121 actively exploited?
CVE-2026-49121 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 1% probability of exploitation in the next 30 days, which ranks it in the top 37.6% of all scored CVEs.
What is the CVSS score of CVE-2026-49121?
CVE-2026-49121 has a CVSS v3 base score of 9.8 (NVD).
How do I remediate CVE-2026-49121?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2026-49121, EchelonGraph cross-links them in the Vendor Advisories panel below — those typically contain the canonical remediation steps, fixed version numbers, and any vendor-specific mitigations.

Dependency Blast Radius

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