lazyllm-verl (0.3.2.dev1), londonaicentre-mesa-local (>=2.8.0, <=2.8.1) +1 more potentially affected by CVE-2026-55646 via vllm (>=0.22.0, <=0.23.0)

vllm PYPI version =0.22.0, =2.8.0, =2.1.3, =2.2.4 Source cves: CVE-2026-55646 Source advisory: OSV:GHSA-V82G-2437-67M2...

caption-flow (>=0.5.0, <=0.5.1), lazyllm-verl (0.3.2.dev1) +3 more potentially affected by CVE-2026-54234 via vllm (>=0.19.0, <=0.23.0)

vllm PYPI version =0.19.0, =0.5.0, =2.5.3, =0.1.1.4, =2.1.2, =2.2.4 Source cves: CVE-2026-54234 Source advisory: OSV:GHSA-8WR5-JM2H-8R4F...

caption-flow (>=0.5.0, <=0.5.1), lazyllm-verl (0.3.2.dev1) +3 more potentially affected by CVE-2026-54234 via vllm (>=0.19.0, <=0.23.0)

vllm PYPI version =0.19.0, =0.5.0, =2.5.3, =0.1.1.4, =2.1.2, =2.2.4 Source cves: CVE-2026-54234 Source advisory: GHSA-8WR5-JM2H-8R4F...

Code-Poisoning Property Inference Attacks

The flourishing code hosting platforms and coding agents enable even beginners with private data to build tailored Machine Learning ML models using available code quickly. The training data for ML models, often regarded as private property e.g., clinical records, transaction information, is at...

CVE-2026-63086

text-generation-inference through 3.3.7 contains a server-side request forgery SSRF vulnerability in the OpenAI-compatible multimodal chat completions endpoint that allows unauthenticated network attackers to coerce the server into issuing arbitrary HTTP GET requests by supplying a crafted imageu...

CVE-2026-63086

The CVE-2026-63086 entry concerns text-generation-inference 3.3.7, with an SSRF flaw in the OpenAI-compatible multimodal chat completions endpoint. The fetch_image function in router/src/validation.rs does not validate addresses (private, loopback, link-local, or cloud metadata). The HTTP client ...

CVE-2026-63086

text-generation-inference through 3.3.7 contains a server-side request forgery SSRF vulnerability in the OpenAI-compatible multimodal chat completions endpoint that allows unauthenticated network attackers to coerce the server into issuing arbitrary HTTP GET requests by supplying a crafted imageu...

CVE-2026-63086 text-generation-inference 3.3.7 SSRF via fetch_image in multimodal chat completions

text-generation-inference through 3.3.7 contains a server-side request forgery SSRF vulnerability in the OpenAI-compatible multimodal chat completions endpoint that allows unauthenticated network attackers to coerce the server into issuing arbitrary HTTP GET requests by supplying a crafted imageu...

Beyond Success Rate: Cost-Aware Evaluation of Offensive and Defensive Security Agents

Security-agent evaluations commonly measure peak offensive capability under generous inference budgets, emphasizing vulnerability discovery, exploit development, penetration testing, and CTF completion. Such measurements are useful but incomplete: in operational security, every reasoning step, to...

CVE-2026-63086: Server-Side Request Forgery (SSRF)

text-generation-inference through 3.3.7 contains a server-side request forgery SSRF vulnerability in the OpenAI-compatible multimodal chat completions endpoint that allows unauthenticated network attackers to coerce the server into issuing arbitrary HTTP GET requests by supplying a crafted imageu...

CVE-2026-58658

GPUStack through 2.2.1, fixed in commit 4e20551, contains an unauthenticated information disclosure vulnerability that allows unauthenticated attackers to access sensitive inference logs and modify worker configuration by exploiting unprotected /serveLogs and /debug endpoints on the worker port...

CVE-2026-58658 GPUStack Unauthenticated Information Disclosure via Worker Endpoints

GPUStack through 2.2.1, fixed in commit 4e20551, contains an unauthenticated information disclosure vulnerability that allows unauthenticated attackers to access sensitive inference logs and modify worker configuration by exploiting unprotected /serveLogs and /debug endpoints on the worker port...

CVE-2026-58658

GPUStack through 2.2.1, fixed in commit 4e20551, contains an unauthenticated information disclosure vulnerability that allows unauthenticated attackers to access sensitive inference logs and modify worker configuration by exploiting unprotected /serveLogs and /debug endpoints on the worker port...

CVE-2026-56764 Hono - Timing Attack in basicAuth and bearerAuth Middleware

Hono before 4.11.10 contains a timing attack vulnerability in the basicAuth and bearerAuth middlewares due to non-constant-time string comparison in the timingSafeEqual function. Attackers can exploit early termination of string equality checks to infer valid credentials through precise timing...

CVE-2026-56398

Open WebUI before 0.9.5 is vulnerable to stored XSS via the OAuth picture claim SVG data URI. The code infers MIME type from the URL extension (e.g., .svg) and ignores the server-provided Content-Type, then stores data URI labelling it as image/svg+xml. The profile image validator is bypassed in ...

CVE-2026-56398 Open WebUI - Stored Cross-Site Scripting via OAuth Picture Claim SVG Data URI

Open WebUI before 0.9.5 contains a stored cross-site scripting vulnerability in the OAuth authentication flow where the picture claim URL MIME type is inferred from file extension rather than Content-Type header, allowing SVG files to bypass the profile image validator and be stored as data URIs...

PT-2026-60247

GPUStack through 2.2.1, fixed in commit 4e20551, contains an unauthenticated information disclosure vulnerability that allows unauthenticated attackers to access sensitive inference logs and modify worker configuration by exploiting unprotected /serveLogs and /debug endpoints on the worker port...

NVIDIA Triton Inference Server Authorization Issue Vulnerability

NVIDIA Triton Inference Server is an open-source AI model inference service system developed by NVIDIA Corporation in the United States. There is an authorization issue vulnerability in NVIDIA Triton Inference Server. This vulnerability stems from the existence of alternative paths or channels,...

PT-2026-60122

Hono before 4.11.10 contains a timing attack vulnerability in the basicAuth and bearerAuth middlewares due to non-constant-time string comparison in the timingSafeEqual function. Attackers can exploit early termination of string equality checks to infer valid credentials through precise timing...

CVE-2026-58658: Missing Authentication for Critical Function

GPUStack through 2.2.1, fixed in commit 4e20551, contains an unauthenticated information disclosure vulnerability that allows unauthenticated attackers to access sensitive inference logs and modify worker configuration by exploiting unprotected /serveLogs and /debug endpoints on the worker port...