Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams

Move beyond chasing vulnerabilities to a unified hybrid risk strategy. The Sensor Workload Scanner is now GA and extends our risk prioritization engine to on-premise environments to identify the critical attack paths across your hybrid cloud...

mplfooty (>=0.0.1, <=0.2.0), total-points-model (>=1.0.3, <=1.0.5) potentially affected by CVE-2026-44727 via jupyter-server (1.23.4)

jupyter-server PYPI version 1.23.4 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - mplfooty =0.0.1, =1.0.3, =1.0.5 Source cves: CVE-2026-44727 Source advisory: OSV:PYSEC-2026-366...

vLLM has RCE In Video Processing

SummaryA chain of vulnerabilities in vLLM allow Remote Code Execution RCE:1. Info Leak - PIL error messages expose memory addresses, bypassing ASLR2. Heap Overflow - JPEG2000 decoder in OpenCV/FFmpeg has a heap overflow that lets us hijack code executionResult: Send a malicious video URL to vLLM...

ChromaDB Python project has a pre-authentication code injection vulnerability

A pre-authentication, code injection vulnerability in version 1.0.0 or later of the ChromaDB Python project allows an unauthenticated attacker to run arbitrary code on the server by sending a malicious model repository and trustremotecode set to true in...

Open WebUI has an LDAP Empty Password Authentication Bypass

LDAP Empty Password Authentication Bypass Affected Component LDAP authentication endpoint:- backend/openwebui/routers/auths.py lines 468-477, user bind with empty password- backend/openwebui/models/auths.py lines 58-60, LdapForm model Affected VersionsCurrent main branch commit 6fdd19bf1 and like...

PYSEC-2026-406 mamba language model framework vulnerable to insecure deserialization when loading pre-trained models from HuggingFace Hub

The mamba language model framework thru 2.2.6 is vulnerable to insecure deserialization CWE-502 when loading pre-trained models from HuggingFace Hub. The MambaLMHeadModel.frompretrained method uses torch.load to load the pytorchmodel.bin weight file without enabling the security-restrictive...

PYSEC-2026-472 PraisonAI MCP `tools/call` path-traversal => RCE via Python `.pth` injection

Summary PraisonAI's MCP Model Context Protocol server praisonai mcp serve registers four file-handling tools by default — praisonai.rules.create, praisonai.rules.show, praisonai.rules.delete, and praisonai.workflow.show. Each accepts a path or filename string from MCP tools/call arguments and joi...

Ludwig framework is vulnerable to insecure deserialization in its model serving component

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 in its model serving component. When starting a model server with the ludwig serve command, the framework loads model weight files using torch.load without enabling the security-restrictive weightsonly=True...

PraisonAI's unauthenticated A2A official example can reach real LLM-driven `eval()` tool execution

SummaryThe first-party PraisonAI A2A server example combines three behaviors into a remotely exploitable Critical chain:1. The example exposes an A2A server without configuring authtoken.2. The same example binds the server to 0.0.0.0.3. The example registers a calculateexpression tool implemente...

PYSEC-2026-405 Ludwig framework is vulnerable to insecure deserialization in its model serving component

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 in its model serving component. When starting a model server with the ludwig serve command, the framework loads model weight files using torch.load without enabling the security-restrictive weightsonly=True...

PYSEC-2026-478 PraisonAI's unauthenticated A2A official example can reach real LLM-driven `eval()` tool execution

Summary The first-party PraisonAI A2A server example combines three behaviors into a remotely exploitable Critical chain: 1. The example exposes an A2A server without configuring authtoken. 2. The same example binds the server to 0.0.0.0. 3. The example registers a calculateexpression tool...

autonomize-model-sdk (1.0.4), databricks-genai (>=1.0.8, <=1.0.13) +1 more potentially affected by CVE-2026-0545 via mlflow (2.14.2)

mlflow PYPI version 2.14.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - autonomize-model-sdk 1.0.4 - databricks-genai =1.0.8, =1.0.33, =1.0.37 Source cves: CVE-2026-0545 Source advisory: OSV:PYSEC-2026-419...

PYSEC-2026-461 PraisonAI Vulnerable to OS Command Injection

The executecommand function and workflow shell execution are exposed to user-controlled input via agent workflows, YAML definitions, and LLM-generated tool calls, allowing attackers to inject arbitrary shell commands through shell metacharacters. --- Description PraisonAI's workflow system and...

PYSEC-2026-256 Agno is vulnerable to Eval Injection

Agno versions prior to 2.3.24 contain an arbitrary code execution vulnerability in the model execution component that allows attackers to execute arbitrary Python code by manipulating the fieldtype parameter passed to eval. Attackers can influence the fieldtype value in a FunctionCall to achieve...

Mlflow: Command Injection when serving models with enable_mlserver=True

A command injection vulnerability exists in Mlflow when serving a model with enablemlserver=True. The modeluri is embedded directly into a shell command executed via bash -c without proper sanitization. If the modeluri contains shell metacharacters, such as $ or backticks, it allows for command...

PYSEC-2026-423 MLflow Command Injection vulnerability

A command injection vulnerability exists in MLflow's model serving container initialization code, specifically in the installmodeldependenciestoenv function. When deploying a model with envmanager=LOCAL, MLflow reads dependency specifications from the model artifact's pythonenv.yaml file and...

MLflow Command Injection vulnerability

A command injection vulnerability exists in MLflow's model serving container initialization code, specifically in the installmodeldependenciestoenv function. When deploying a model with envmanager=LOCAL, MLflow reads dependency specifications from the model artifact's pythonenv.yaml file and...

PYSEC-2026-424 Mlflow: Command Injection when serving models with enable_mlserver=True

A command injection vulnerability exists in Mlflow when serving a model with enablemlserver=True. The modeluri is embedded directly into a shell command executed via bash -c without proper sanitization. If the modeluri contains shell metacharacters, such as $ or backticks, it allows for command...

vail-model-registry (>=0.1.11, <=0.1.12) potentially affected by CVE-2026-32871 via fastmcp (2.10.0)

fastmcp PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on fastmcp and may be impacted: - vail-model-registry =0.1.11, =0.1.12 Source cves: CVE-2026-32871 Source advisory: OSV:PYSEC-2026-338...

PYSEC-2026-553 TorchServe Server-Side Request Forgery vulnerability

Impact Remote Server-Side Request Forgery SSRF Issue: TorchServe default configuration lacks proper input validation, enabling third parties to invoke remote HTTP download requests and write files to the disk. This issue could be taken advantage of to compromise the integrity of the system and...