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...

Marimo: Pre-Auth Remote Code Execution via Terminal WebSocket Authentication Bypass

SummaryMarimo 19.6k stars has a Pre-Auth RCE vulnerability. The terminal WebSocket endpoint /terminal/ws lacks authentication validation, allowing an unauthenticated attacker to obtain a full PTY shell and execute arbitrary system commands.Unlike other WebSocket endpoints e.g., /ws that correctly...

PYSEC-2026-474 PraisonAI Has Missing Authentication in WebSocket Gateway

Summary The PraisonAI Gateway server accepts WebSocket connections at /ws and serves agent topology at /info with no authentication. Any network client can connect, enumerate registered agents, and send arbitrary messages to agents and their tool sets. Details gateway/server.py:242 source -...

Arbitrary Code Injection

Overview mesop is a Build UIs in Python Affected versions of this package are vulnerable to Arbitrary Code Injection due to an explicit web endpoint inside the ai/ testing module infrastructure directly ingests untrusted Python code strings unconditionally without authentication measures, yieldin...

PYSEC-2026-497 pyLoad: Server-Side Request Forgery via Download Link Submission Enables Cloud Metadata Exfiltration

Summary PyLoad's download engine accepts arbitrary URLs without validation, enabling Server-Side Request Forgery SSRF attacks. An authenticated attacker can exploit this to access internal network services and exfiltrate cloud provider metadata. On DigitalOcean droplets, this exposes sensitive...

Unauthenticated Remote Code Execution in Langflow via Public Flow Build Endpoint

SummaryThe POST /api/v1/buildpublictmp/flowid/flow endpoint allows building public flows without requiring authentication. When the optional data parameter is supplied, the endpoint uses attacker-controlled flow data containing arbitrary Python code in node definitions instead of the stored flow...

PYSEC-2026-515 Ray Path Traversal vulnerability

LFI in Ray's log API endpoint allows attackers to read any file on the server without authentication. The issue is fixed in version 2.8.1+. Ray maintainers response can be found here:...

PYSEC-2026-403 parisneo/lollms Local File Inclusion (LFI) attack

parisneo/lollms version 9.5 is vulnerable to Local File Inclusion LFI attacks due to insufficient path sanitization. The sanitizepathfromendpoint function fails to properly sanitize Windows-style paths backward slash , allowing attackers to perform directory traversal attacks on Windows systems...

PYSEC-2026-260 Aim Web API vulnerable to Remote Code Execution

A critical Remote Code Execution RCE vulnerability was identified in the aimhubio/aim project, specifically within the /api/runs/search/run/ endpoint, affecting versions = 3.0.0. The vulnerability resides in the runsearchapi function of the aim/web/api/runs/views.py file, where improper restricti...

PYSEC-2026-387 LiteLLM has Server-Side Template Injection vulnerability in /completions endpoint

BerriAI/litellm is vulnerable to Server-Side Template Injection SSTI via the /completions endpoint. The vulnerability arises from the hfchattemplate method processing the chattemplate parameter from the tokenizerconfig.json file through the Jinja template engine without proper sanitization...

PYSEC-2026-493 pyLoad CNL Blueprint allows Path Traversal through `dlc_path` which leads to Remote Code Execution (RCE)

Summary Path Traversal in pyLoad-ng CNL Blueprint via package parameter allows Arbitrary File Write leading to Remote Code Execution RCE The addcrypted endpoint in pyload-ng suffers from an unsafe path construction vulnerability, allowing unauthenticated attackers to write arbitrary files outside...

Langflow Unauth RCE

Langflow versions prior to 1.3.0 are susceptible to code injection in the /api/v1/validate/code endpoint. A remote and unauthenticated attacker can send crafted HTTP requests to execute arbitrary code...

PYSEC-2026-380 Langflow Unauth RCE

Langflow versions prior to 1.3.0 are susceptible to code injection in the /api/v1/validate/code endpoint. A remote and unauthenticated attacker can send crafted HTTP requests to execute arbitrary code...

PYSEC-2026-409 mcp-kubernetes-server has an OS Command Injection vulnerability

feiskyer/mcp-kubernetes-server through 0.1.11 allows OS command injection via the /mcp/kubectl endpoint. The handler constructs a shell command with user-supplied arguments and executes it with subprocess using shell=True, enabling injection through shell metacharacters e.g., ;, &&, $, even when...

PYSEC-2026-359 InvokeAI has External Control of File Name or Path

Path Traversal Vulnerability in InvokeAI A path traversal vulnerability in InvokeAI versions 6.7.0 allows an unauthenticated remote attacker to read files outside the intended media directory via the bulk downloads API. The endpoint accepts a user-controlled file/item name and concatenates it int...

mcp-kubernetes-server has an OS Command Injection vulnerability

feiskyer/mcp-kubernetes-server through 0.1.11 allows OS command injection via the /mcp/kubectl endpoint. The handler constructs a shell command with user-supplied arguments and executes it with subprocess using shell=True, enabling injection through shell metacharacters e.g., ;, &&, $, even when...

PYSEC-2026-358 InvokeAI Arbitrary File Deletion vulnerability

In invoke-ai/invokeai version v5.0.2, the web API POST /api/v1/images/delete is vulnerable to Arbitrary File Deletion. This vulnerability allows unauthorized attackers to delete arbitrary files on the server, potentially including critical or sensitive system files such as SSH keys, SQLite...

PYSEC-2026-451 pgAdmin 4 Vulnerable to Remote Code Execution

Remote Code Execution security vulnerability in pgAdmin 4 Query Tool and Cloud Deployment modules. The vulnerability is associated with the 2 POST endpoints; /sqleditor/querytool/download, where the querycommited parameter and /cloud/deploy endpoint, where the highavailability parameter is unsafe...

PYSEC-2026-325 DB-GPT is vulnerable to SQL Injection attacks from unauthenticated users

In eosphoros-ai/db-gpt version v0.6.0, the web API POST /api/v1/editor/sql/run allows execution of arbitrary SQL queries without any access control. This vulnerability can be exploited by attackers to perform Arbitrary File Write using DuckDB SQL, enabling them to write arbitrary files to the...

PYSEC-2026-322 DB-GPT Arbitrary File Write vulnerability

In eosphoros-ai/db-gpt version v0.6.3 and earlier, the web API POST /api/v1/editor/chart/run allows execution of arbitrary SQL queries without any access control. This vulnerability can be exploited by attackers to perform Arbitrary File Write, enabling them to write arbitrary files to the victim...