RAXE LABS

Security Advisories

AI/ML security advisories and guides across 4 research streams. Vulnerability research, threat analysis, and practitioner guidance.

12Critical
12High
5Medium
0Low
30Total
117Signatures
Latest Advisory

vLLM Hardcoded trust_remote_code Bypass Enables Remote Code Execution via Malicious Model Repositories (CVE-2026-27893)

RAXE-2026-044 HIGH

CVE-2026-27893 is a high-severity protection mechanism failure in vLLM, the widely-used open-source LLM inference and serving engine, whereby two model implementation files hardcode `trust_remote_code

Agent Security 3 CVEs 4 sigs

Hardening Your Environment Against Software Supply Chain Attacks

RAXE-2026-045 CRITICAL GUIDE
Supply Chain 1 CVE

Langflow Unauthenticated Code Injection RCE via Public Flow Build Endpoint (CVE-2026-33017)

RAXE-2026-043 CRITICAL CVSS 9.8
Agent Security 3 CVEs 4 sigs

llama.cpp GGUF Integer Overflow Heap Buffer Overflow via Crafted Tensor Dimensions (CVE-2026-33298)

RAXE-2026-042 HIGH
Supply Chain 1 CVE

Spring AI Vector Store Filter Injection — JSONPath and SQL Injection Bypass Multi-Tenant Access Controls

RAXE-2026-041 HIGH CVSS 8.6
Agent Security 2 CVEs 5 sigs

Claude Code Workspace Trust Dialog Bypass via Repository Settings (CVE-2026-33068)

RAXE-2026-040 HIGH CVSS 7.7
Agent Security 1 CVE 1 sig

ONNX Hub Silent Security Warning Bypass Enables Supply Chain Attacks (CVE-2026-28500)

RAXE-2026-039 CRITICAL CVSS 9.1
S3: Supply Chain 1 CVE 4 sigs

AnythingLLM Desktop: Streaming XSS to Remote Code Execution

RAXE-2026-038 CRITICAL CVSS 9.6
S4: Prompt Injection / Input Handling 1 CVE 5 sigs

Graphiti Temporal Knowledge Graph Cypher Injection via Unsanitised Search Filters

RAXE-2026-037 HIGH CVSS 8.1
Agent Security 1 CVE 4 sigs

MCP Atlassian SSRF: Unauthenticated Server-Side Request Forgery Enabling Credential Theft and Prompt Injection (CVE-2026-27826)

RAXE-2026-034 HIGH
S2: Agent Security 1 CVE 4 sigs

Flowise LLM Orchestration Platform Six-Vulnerability Cluster: Missing Authentication, File Upload, Auth Bypass, IDOR, Mass Assignment, and SSRF

RAXE-2026-033 CRITICAL
S2: Agent Security 6 CVEs 7 sigs

claude-code-ui Triple Command Injection (CVE-2026-31975, CVE-2026-31862, CVE-2026-31861)

RAXE-2026-032 CRITICAL CVSS 9.8
Supply Chain 3 CVEs 3 sigs

HuggingFace smolagents SSRF via LocalPythonExecutor (CVE-2026-2654)

RAXE-2026-031 CRITICAL CVSS 9.8
Agent Security 1 CVE 4 sigs

MLflow Auth Bypass to RCE via Artifact Path Traversal (CVE-2026-2635 + CVE-2026-2033)

RAXE-2026-030 CRITICAL CVSS 8.1
Agent Security 4 CVEs 5 sigs

CVE-2026-28795: OpenChatBI Path Traversal via save_report Tool

RAXE-2026-028 CRITICAL CVSS 9.8
Supply Chain 1 CVE 5 sigs

Ray Dashboard Unauthenticated Job Deletion (CVE-2026-27482)

RAXE-2026-026 MEDIUM CVSS 6.5
Supply Chain 1 CVE 4 sigs

LangGraph Checkpoint Redis Query Injection (CVE-2026-27022)

RAXE-2026-025 MEDIUM CVSS 6.5
Supply Chain 1 CVE 4 sigs

NVIDIA NeMo Framework Code Injection (CVE-2025-33236)

RAXE-2026-024 HIGH CVSS 7.8
Supply Chain 10 CVEs 7 sigs

vLLM RCE via auto_map Dynamic Module Loading (CVE-2026-22807)

RAXE-2026-023 HIGH CVSS 8.8
Adversarial ML 1 CVE 5 sigs

Claude Code Trusted Domain Validation Bypass (CVE-2026-24052)

RAXE-2026-022 HIGH CVSS 7.4
Agent Security 2 CVEs 5 sigs

MCP Server git_init Path Traversal via Unrestricted Repository Initialisation (CVE-2025-68143)

RAXE-2026-021 MEDIUM CVSS 6.5
Agent Security 2 CVEs 5 sigs

vLLM Remote Code Execution via Video Processing (CVE-2026-22778)

RAXE-2026-020 CRITICAL CVSS 9.8
Adversarial ML 1 CVE 5 sigs

PyTorch weights_only Unpickler Memory Corruption

RAXE-2026-019 HIGH CVSS 8.8
Supply Chain 1 CVE 4 sigs

WeKnora MCP Stdio Command Injection RCE (CVE-2026-30861)

RAXE-2026-018 HIGH CVSS 8.8
Agent Security 1 CVE 4 sigs

LangGraph Checkpoint Unsafe Msgpack Deserialisation (CVE-2026-28277)

RAXE-2026-017 MEDIUM CVSS 6.8
Agent Security 1 CVE 3 sigs

Web-Based Indirect Prompt Injection Against AI Agents: Observed in the Wild

RAXE-2026-016 HIGH
Prompt Injection 3 sigs

PickleScan Universal Blocklist Bypass and Stdlib RCE Modules

RAXE-2026-015 CRITICAL CVSS 9.8
Supply Chain 3 sigs

MCP Server Git Path Traversal via Agentic Tool-Use (CVE-2026-27735)

RAXE-2026-014 MEDIUM CVSS 6.4
Agent Security 1 CVE 4 sigs

Langflow CSV Agent Remote Code Execution via Prompt Injection (CVE-2026-27966)

RAXE-2026-013 CRITICAL CVSS 9.8
Agent Security 1 CVE 3 sigs

Agenta LLMOps Sandbox Escape and SSTI in Evaluator Pipeline (CVE-2026-27952, CVE-2026-27961)

RAXE-2026-012 CRITICAL CVSS 9.9
Agent Security 2 CVEs 3 sigs

From research to runtime protection

Our advisories produce detection signatures deployed automatically to RAXE Gateway and RAXE Sensor. Deploy the platform that enforces what we discover.

Request a Demo Talk to an Engineer

Stay Current

Subscribe to RAXE Labs threat briefs. New advisories delivered to your inbox.