# Red Hat AI Inference Server vulnerabilities Source: https://junglewise.ai/threats/technologies/ai-inference-server Publisher: Junglewise Threat Intelligence, https://junglewise.ai/threats Updated: 13 November 2026, 03:07 UTC. Rebuilt every hour. Data: https://junglewise.ai/threats/technologies/ai-inference-server.json License: CC BY 4.0 with a link back Junglewise Threat Intelligence has tracked 16 vulnerabilities in Red Hat AI Inference Server: 0 in the last 7 days and 0 in the last 90 days, 0 of them critical and 0 exploited in the wild. The most recent, vLLM improper image metadata normalization in image processing, was published on 17 June 2026. ## Counts - Last 7 days: 0 - Last 30 days: 0 - Last 90 days: 0 - All time: 16 (0 critical, 0 exploited in the wild) ## About Red Hat AI Inference Server A Red Hat software component designed to serve machine learning models for inference tasks. ## Latest Red Hat AI Inference Server vulnerabilities - [vLLM improper image metadata normalization in image processing](https://junglewise.ai/threats/vllm-improper-image-metadata-normalization-in-image-processing-68504b9d) (medium, CVSS 4.8, published 17 Jun 2026) - [CVE-2026-12491: vLLM improper image metadata handling in image processing](https://junglewise.ai/threats/cve-2026-12491-vllm-improper-image-metadata-handling-in-image-processing) (medium, CVSS 4.8, published 17 Jun 2026) - [CVE-2026-42561: Kludex python-multipart denial of service in multipart header parsing](https://junglewise.ai/threats/cve-2026-42561-kludex-python-multipart-denial-of-service-in-multipart-header) (high, CVSS 7.5, published 13 May 2026) - [CVE-2026-41603: Apache Thrift improper certificate validation in Java TSSLTransportFactory](https://junglewise.ai/threats/cve-2026-41603-apache-thrift-improper-certificate-validation-in-java) (high, CVSS 7.4, published 28 Apr 2026) - [CVE-2026-41602: Apache Thrift integer overflow in Go TFramedTransport](https://junglewise.ai/threats/cve-2026-41602-apache-thrift-integer-overflow-in-go-tframedtransport) (high, CVSS 7.5, published 28 Apr 2026) - [CVE-2026-34756: vLLM Denial of Service via unbounded n parameter in OpenAI API server](https://junglewise.ai/threats/cve-2026-34756-vllm-denial-of-service-via-unbounded-n-parameter-in-openai-api) (medium, CVSS 6.5, published 6 Apr 2026) - [CVE-2026-34755: vLLM denial of service via unbounded video frame processing](https://junglewise.ai/threats/cve-2026-34755-vllm-denial-of-service-via-unbounded-video-frame-processing) (medium, CVSS 6.5, published 6 Apr 2026) - [CVE-2026-27893: vLLM remote code execution via hardcoded remote code trust in models](https://junglewise.ai/threats/cve-2026-27893-vllm-remote-code-execution-via-hardcoded-remote-code-trust-in) (high, CVSS 8.8, published 27 Mar 2026) - [CVE-2026-32981: Anyscale Ray path traversal in Ray Dashboard](https://junglewise.ai/threats/cve-2026-32981-anyscale-ray-path-traversal-in-ray-dashboard) (high, CVSS 7.5, published 17 Mar 2026) - [CVE-2026-28356: defnull multipart ReDoS in parse_options_header](https://junglewise.ai/threats/cve-2026-28356-defnull-multipart-redos-in-parse-options-header) (high, CVSS 7.5, published 12 Mar 2026) - [CVE-2026-23868: Giflib double free in GifMakeSavedImage](https://junglewise.ai/threats/cve-2026-23868-giflib-double-free-in-gifmakesavedimage) (medium, CVSS 5.1, published 10 Mar 2026) - [CVE-2026-25048: mlc-ai xgrammar uncontrolled recursion in nested syntax](https://junglewise.ai/threats/cve-2026-25048-mlc-ai-xgrammar-uncontrolled-recursion-in-nested-syntax) (high, CVSS 7.5, published 5 Mar 2026) - [CVE-2025-14831: GnuTLS denial of service via excessive resource consumption during certificate verification](https://junglewise.ai/threats/cve-2025-14831-gnutls-denial-of-service-via-excessive-resource-consumption) (medium, CVSS 5.3, published 9 Feb 2026) - [CVE-2026-24779: vLLM SSRF in MediaConnector via URL parsing discrepancy](https://junglewise.ai/threats/cve-2026-24779-vllm-ssrf-in-mediaconnector-via-url-parsing-discrepancy) (high, CVSS 7.1, published 27 Jan 2026) - [CVE-2026-1260: Google Sentencepiece heap overflow via malicious model file](https://junglewise.ai/threats/cve-2026-1260-google-sentencepiece-heap-overflow-via-malicious-model-file) (high, CVSS 7.8, published 22 Jan 2026) - [CVE-2026-22807: vLLM arbitrary code execution via auto_map dynamic module loading](https://junglewise.ai/threats/cve-2026-22807-vllm-arbitrary-code-execution-via-auto-map-dynamic-module-loading) (high, CVSS 8.8, published 21 Jan 2026) ## Most severe Red Hat AI Inference Server vulnerabilities - [CVE-2026-27893: vLLM remote code execution via hardcoded remote code trust in models](https://junglewise.ai/threats/cve-2026-27893-vllm-remote-code-execution-via-hardcoded-remote-code-trust-in) (high, CVSS 8.8, published 27 Mar 2026) - [CVE-2026-22807: vLLM arbitrary code execution via auto_map dynamic module loading](https://junglewise.ai/threats/cve-2026-22807-vllm-arbitrary-code-execution-via-auto-map-dynamic-module-loading) (high, CVSS 8.8, published 21 Jan 2026) - [CVE-2026-1260: Google Sentencepiece heap overflow via malicious model file](https://junglewise.ai/threats/cve-2026-1260-google-sentencepiece-heap-overflow-via-malicious-model-file) (high, CVSS 7.8, published 22 Jan 2026) - [CVE-2026-41602: Apache Thrift integer overflow in Go TFramedTransport](https://junglewise.ai/threats/cve-2026-41602-apache-thrift-integer-overflow-in-go-tframedtransport) (high, CVSS 7.5, published 28 Apr 2026) - [CVE-2026-32981: Anyscale Ray path traversal in Ray Dashboard](https://junglewise.ai/threats/cve-2026-32981-anyscale-ray-path-traversal-in-ray-dashboard) (high, CVSS 7.5, published 17 Mar 2026) - [CVE-2026-28356: defnull multipart ReDoS in parse_options_header](https://junglewise.ai/threats/cve-2026-28356-defnull-multipart-redos-in-parse-options-header) (high, CVSS 7.5, published 12 Mar 2026) - [CVE-2026-42561: Kludex python-multipart denial of service in multipart header parsing](https://junglewise.ai/threats/cve-2026-42561-kludex-python-multipart-denial-of-service-in-multipart-header) (high, CVSS 7.5, published 13 May 2026) - [CVE-2026-25048: mlc-ai xgrammar uncontrolled recursion in nested syntax](https://junglewise.ai/threats/cve-2026-25048-mlc-ai-xgrammar-uncontrolled-recursion-in-nested-syntax) (high, CVSS 7.5, published 5 Mar 2026) - [CVE-2026-41603: Apache Thrift improper certificate validation in Java TSSLTransportFactory](https://junglewise.ai/threats/cve-2026-41603-apache-thrift-improper-certificate-validation-in-java) (high, CVSS 7.4, published 28 Apr 2026) - [CVE-2026-24779: vLLM SSRF in MediaConnector via URL parsing discrepancy](https://junglewise.ai/threats/cve-2026-24779-vllm-ssrf-in-mediaconnector-via-url-parsing-discrepancy) (high, CVSS 7.1, published 27 Jan 2026) ## Vulnerabilities per week Nothing was published in the last eight weeks. | Week of | Vulns | Critical | Exploited | | --- | --- | --- | --- | | 17 Aug 2026 | 0 | 0 | 0 | | 24 Aug 2026 | 0 | 0 | 0 | | 31 Aug 2026 | 0 | 0 | 0 | | 7 Sep 2026 | 0 | 0 | 0 | | 14 Sep 2026 | 0 | 0 | 0 | | 21 Sep 2026 | 0 | 0 | 0 | | 28 Sep 2026 | 0 | 0 | 0 | | 5 Oct 2026 | 0 | 0 | 0 | | 12 Oct 2026 | 0 | 0 | 0 | | 19 Oct 2026 | 0 | 0 | 0 | | 26 Oct 2026 | 0 | 0 | 0 | | 2 Nov 2026 | 0 | 0 | 0 | | 9 Nov 2026 | 0 | 0 | 0 | ## Other Red Hat technologies - [Red Hat Enterprise Linux 9](https://junglewise.ai/threats/technologies/enterprise-linux-9): 146 vulnerabilities - [Red Hat Enterprise Linux 10](https://junglewise.ai/threats/technologies/enterprise-linux-10): 140 vulnerabilities - [Red Hat Enterprise Linux 8](https://junglewise.ai/threats/technologies/enterprise-linux-8): 132 vulnerabilities - [Red Hat Keycloak](https://junglewise.ai/threats/technologies/red-hat-keycloak): 102 vulnerabilities - [Red Hat Enterprise Linux 7](https://junglewise.ai/threats/technologies/enterprise-linux-7): 68 vulnerabilities - [Red Hat Enterprise Linux 6](https://junglewise.ai/threats/technologies/enterprise-linux-6): 56 vulnerabilities - [Red Hat Build of Keycloak](https://junglewise.ai/threats/technologies/red-hat-build-of-keycloak): 55 vulnerabilities - [Red Hat Enterprise Linux AppStream](https://junglewise.ai/threats/technologies/enterprise-linux-appstream): 46 vulnerabilities - [Red Hat Ansible Automation Platform](https://junglewise.ai/threats/technologies/ansible-automation-platform-2): 44 vulnerabilities - [Red Hat OpenShift Container Platform 4](https://junglewise.ai/threats/technologies/openshift-container-platform-4): 36 vulnerabilities - [Red Hat Developer Hub](https://junglewise.ai/threats/technologies/developer-hub): 28 vulnerabilities - [Red Hat Quay](https://junglewise.ai/threats/technologies/quay-3-12): 20 vulnerabilities ## Sources NVD, GitHub Security Advisories, OSV, the CISA Known Exploited Vulnerabilities catalog, FIRST EPSS and vendor advisories. Rebuilt every hour. Cite as: Junglewise Threat Intelligence, "Red Hat AI Inference Server vulnerabilities", https://junglewise.ai/threats/technologies/ai-inference-server, 13 November 2026.