EUVD-2026-16478

vLLM has Hardcoded Trust Override in Model Files Enables RCE Despite Explicit User Opt-Out...

CVE-2026-33654: Improper Control of Generation of Code

nanobot is a personal AI assistant. Prior to version 0.1.6, an indirect prompt injection vulnerability exists in the email channel processing module nanobot/channels/email.py, allowing a remote, unauthenticated attacker to execute arbitrary LLM instructions and subsequently, system tools without...

CVE-2026-29871: Improper Limitation of a Pathname to a Restricted Directory

A path traversal vulnerability exists in the awesome-llm-apps project in commit e46690f99c3f08be80a9877fab52acacf7ab8251 2026-01-19 in the Beifong AI News and Podcast Agent backend in FastAPI backend, stream-audio endpoint, in file routers/podcastrouter.py, in function streamaudio. The stream-aud...

Detecting Protracted Vulnerabilities in Open Source Projects

Timely resolution and disclosure of vulnerabilities are essential for maintaining the security of open-source software. However, many vulnerabilities remain unreported, unpatched, or undisclosed for extended periods, exposing users to prolonged security threats. While various vulnerability...

CVE-2026-33873: Improper Control of Generation of Code

Langflow is a tool for building and deploying AI-powered agents and workflows. Prior to version 1.9.0, the Agentic Assistant feature in Langflow executes LLM-generated Python code during its validation phase. Although this phase appears intended to validate generated component code, the...

CVE-2026-32247

Graphiti is a framework for building and querying temporal context graphs for AI agents. Graphiti versions before 0.28.2 contained a Cypher injection vulnerability in shared search-filter construction for non-Kuzu backends. Attacker-controlled label values supplied through SearchFilters.nodelabel...

An AI gateway designed to steal your data

A significant proportion of cyberincidents are linked to supply chain attacks, and this proportion is constantly growing. Over the past year, we have seen a wide variety of methods used in such attacks, ranging from creation of malicious but seemingly legitimate open-source libraries or delayed...

Unveiling the Resilience of LLM-Enhanced Search Engines against Black-Hat SEO Manipulation

The emergence of Large Language Model-enhanced Search Engines LLMSEs has revolutionized information retrieval by integrating web-scale search capabilities with AI-powered summarization. While these systems demonstrate improved efficiency over traditional search engines, their security implication...

fair-llm (>=0.2.0, <=0.6.2), geo-importer (>=0.0.1b1, <=0.0.1b914) +4 more potentially affected by CVE-2026-33699 via pypdf (5.6.0)

pypdf PYPI version 5.6.0 is affected by a known vulnerability. The following packages have a transitive dependency on pypdf and may be impacted: - fair-llm =0.2.0, =0.0.1b1, =30.0.5, =30.0.7 - textspitter 0.4.0b0 Source cves: CVE-2026-33699 Source advisory: OSV:GHSA-87MJ-5GGW-8QC3...

Guidance for detecting, investigating, and defending against the Trivy supply chain compromise

In this article 1. Analyzing the Trivy supply chain compromise 2. Detection and investigation 3. Mitigation and protection guidance 4. Advanced hunting queries 5. References 6. Learn more On March 19, 2026, Trivy, Aqua Security’s widely used open-source vulnerability scanner, was reported to have...

databricks-genai (>=1.2.0a0, <=1.2.0a6), deeptrees (>=1.6.0, <=1.8.2) +1 more potentially affected by CVE-2025-15031 via mlflow (2.18.0)

mlflow PYPI version 2.18.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - databricks-genai =1.2.0a0, =1.6.0, =0.15.1, =0.18.0 Source cves: CVE-2025-15031 Source advisory: OSV:GHSA-FHFF-QMM8-H2FP...

argosml (>=0.0.1, <=0.1.3), bbj-argos (0.0.1) +6 more potentially affected by CVE-2025-15031 via mlflow (2.17.2)

mlflow PYPI version 2.17.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - argosml =0.0.1, =2.1.3, =0.1.50.4, =0.1.6, =0.1.9.post2 - wedata-pre-code 2.0.2 Source cves: CVE-2025-15031 Source advisory: OSV:GHSA-FHFF-QMM8-H2F...

llm-foundry (>=0.9.1, <=0.10.0), mlflow-pytorch-exp (0.0.1) potentially affected by CVE-2025-15031 via mlflow (2.14.3)

mlflow PYPI version 2.14.3 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - llm-foundry =0.9.1, =0.10.0 - mlflow-pytorch-exp 0.0.1 Source cves: CVE-2025-15031 Source advisory: OSV:GHSA-FHFF-QMM8-H2FP...

llm-foundry (0.11.0), modeva (>=1.0.14, <=2.1.0) potentially affected by CVE-2025-15031 via mlflow (2.15.1)

mlflow PYPI version 2.15.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - llm-foundry 0.11.0 - modeva =1.0.14, =2.1.0 Source cves: CVE-2025-15031 Source advisory: OSV:GHSA-FHFF-QMM8-H2FP...

CVE-2026-27740: Improper Neutralization of Input During Web Page Generation

Discourse is an open-source discussion platform. Versions prior to 2026.3.0-latest.1, 2026.2.1, and 2026.1.2 have a cross-site scripting vulnerability that arises because the system trusts the raw output from an AI Large Language Model LLM and renders it using htmlSafe in the Review Queue interfa...

fair-llm (>=0.2.0, <=0.6.2), geo-importer (>=0.0.1b1, <=0.0.1b914) +4 more potentially affected by CVE-2026-33123 via pypdf (5.6.0)

pypdf PYPI version 5.6.0 is affected by a known vulnerability. The following packages have a transitive dependency on pypdf and may be impacted: - fair-llm =0.2.0, =0.0.1b1, =30.0.5, =30.0.7 - textspitter 0.4.0b0 Source cves: CVE-2026-33123 Source advisory: OSV:GHSA-QPXP-75PX-XJCP...

llm-foundry (>=0.9.1, <=0.10.0), mlflow-pytorch-exp (0.0.1) potentially affected by CVE-2025-14287 via mlflow (2.14.3)

mlflow PYPI version 2.14.3 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - llm-foundry =0.9.1, =0.10.0 - mlflow-pytorch-exp 0.0.1 Source cves: CVE-2025-14287 Source advisory: OSV:GHSA-XCH3-2F9X-WH9F...

databricks-genai (>=1.1.0, <=2.0.0a9), llm-foundry (>=0.12.0, <=0.14.5) +5 more potentially affected by CVE-2025-14287 via mlflow (2.16.2)

mlflow PYPI version 2.16.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - databricks-genai =1.1.0, =0.12.0, =0.0.3.post33, =0.0.16, =0.9.35rc0, =0.8.7, =0.8.8 Source cves: CVE-2025-14287 Source advisory:...

databricks-genai (>=1.2.0a0, <=1.2.0a6), deeptrees (>=1.6.0, <=1.8.2) +1 more potentially affected by CVE-2025-14287 via mlflow (2.18.0)

mlflow PYPI version 2.18.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - databricks-genai =1.2.0a0, =1.6.0, =0.15.1, =0.18.0 Source cves: CVE-2025-14287 Source advisory: OSV:GHSA-XCH3-2F9X-WH9F...

llm-foundry (0.11.0), modeva (>=1.0.14, <=2.1.0) potentially affected by CVE-2025-14287 via mlflow (2.15.1)

mlflow PYPI version 2.15.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - llm-foundry 0.11.0 - modeva =1.0.14, =2.1.0 Source cves: CVE-2025-14287 Source advisory: OSV:GHSA-XCH3-2F9X-WH9F...