CVE-2024-37054

CVE-2024-37054 — MLflow pyfunc Deserialization RCE Severity: Critical Affected: MLflow 0.9.0 – 2.14.1 Type: Arbitrary code execution via Python pickle deserialization Description mlflow.pyfunc.loadmodel deserializes pythonmodel.pkl from the artifact store without any sanitization. An attacker who...

MLflow-Vuln

Vuln replication-mlflow ver 2.1.1-prep by Saima.pdf MLflow-Vulnerability MLflow LFI/RFI Vulnerability -CVE-2023-1177 - Reproduced One of the most popular tools in a ML system is MLflow that is used for managing end-to-end machine learning lifecycle. I tested the security of MLflow and reproduced ...

CVE-2024-2928

CVE-2024-2928 Arbitrary file read exploit for CVE-2024-2928 in mlflow specifically in version 2.9.2, which was fixed in version 2.11.3 The exploit code tested on Linux Source: https://huntr.com/bounties/19bf02d7-6393-4a95-b9d0-d6d4d2d8c298 Usage python3 CVE-2024-2928.py -t 127.0.0.1 -p 5000 After...

CVE-2024-37054-MLflow-reverse-shell

Tools & Files File| Purpose ---|--- generatemodel.py| Generates malicious model.pkl with reverse shell payload uploadmodel.py| Uploads pickle to MLflow and promotes it to Production sample.csv| CSV file used to trigger the /predict endpoint Usage 1. Generate the malicious pickle Edit...

CVE-2024-37054-MLflow-RCE

| / || | | || | / \ \ / / | |/| || | | | | | | | | |\ \ /\ / / | | | || | | | | || || | \ V V / || |||||| ||/ // | \ / || | | \ / | | | || | | | | | |/ \ | | | | | | | | /| || | || \ ||| || / | CVE-2024-37054: MLflow Remote Code Execution PoC This repository contains a Proof of Concept...

mlflow - Path Traversal

Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.9.2. id: CVE-2023-6831 info: name: mlflow - Path Traversal author: byObin severity: high description: | Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.9.2. impact: | Authenticated attackers...

Mlflow <2.8.0 - Local File Inclusion

Mlflow before 2.8.0 is susceptible to local file inclusion due to path traversal in GitHub repository mlflow/mlflow. An attacker can potentially obtain sensitive information, modify data, and/or execute unauthorized administrative operations in the context of the affected site. id: CVE-2023-6977...

MLflow Absolute Path Traversal

Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.5.0. id: CVE-2023-3765 info: name: MLflow Absolute Path Traversal author: DhiyaneshDK severity: critical description: | Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.5.0. impact: | This vulnerability can...

Mlflow - Arbitrary File Write

An attacker can overwrite any file on the server hosting MLflow without any authentication. id: CVE-2023-6018 info: name: Mlflow - Arbitrary File Write author: byt3bl33d3r severity: critical description: | An attacker can overwrite any file on the server hosting MLflow without any authentication...

Mlflow <2.3.1 - Local File Inclusion Bypass

Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.3.1. id: CVE-2023-2780 info: name: Mlflow 2.3.1 - Local File Inclusion Bypass author: iamnoooob,pdresearch severity: critical description: | Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.3.1...

Mlflow <2.3.0 - Local File Inclusion

Relative Path Traversal in GitHub repository mlflow/mlflow prior to 2.3.1. id: CVE-2023-2356 info: name: Mlflow 2.3.0 - Local File Inclusion author: Co5mos severity: high description: | Relative Path Traversal in GitHub repository mlflow/mlflow prior to 2.3.1. impact: | Successful exploitation...

Mlflow - Cross-Site Scripting

The vulnerability allows an attacker to inject malicious code into the Content-Type header of a POST request, which is then reflected back to the user without proper sanitization or escaping. id: CVE-2023-6568 info: name: Mlflow - Cross-Site Scripting author: ritikchaddha severity: medium...

MLflow Webhook SSRF - Unauthenticated Full-Read via Redirect Bypass

MLflow 3.15.0 contains an information disclosure vulnerability caused by improper validation of webhook URLs allowing attackers to reach internal or cloud metadata services and obtain response details, exploit requires unauthenticated access to the webhook test endpoint. id: CVE-2026-64849 info:...

Mlflow < 2.11.0 - Path Traversal

A path traversal vulnerability exists in mlflow/mlflow version 2.11.0, identified as a bypass for the previously addressed CVE-2023-6909. The vulnerability arises from the application's handling of artifact URLs, where a '' character can be used to insert a path into the fragment, effectively...

MLflow < 3.10.0 - Authentication Bypass on FastAPI Routes

A vulnerability in mlflow/mlflow versions 3.9.0 and earlier allows unauthenticated access to certain FastAPI routes when the server is started with authentication enabled --app-name basic-auth and served via uvicorn ASGI. The FastAPI permission middleware only enforces authentication on /gateway/...

Mlflow < 2.9.2 - Path Traversal

A path traversal vulnerability exists in mlflow/mlflow version 2.9.2, allowing attackers to access arbitrary files on the server. By crafting a series of HTTP POST requests with specially crafted 'artifactlocation' and 'source' parameters, using a local URI with '' instead of '?', an attacker can...

MLflow <= 3.9.0 - Arbitrary File Read

mlflow mlflow = 3.9.0 contains a path traversal caused by bypassing source path validation via the mlflow.prompt.isprompt tag in CreateModelVersion request, letting unauthenticated remote attackers read arbitrary files. id: CVE-2026-2614 info: name: MLflow = 3.9.0 - Arbitrary File Read author:...

MLflow Job API - Authentication Bypass

MLflow latest version contains an authentication bypass caused by unprotected FastAPI job endpoints under /ajax-api/3.0/jobs/ when basic-auth is enabled, letting unauthenticated network clients submit and manage jobs, exploit requires job execution enabled and allowlisted job functions. id:...

MLflow < 2.11.3 - Path Traversal

MLflow versions prior to 2.11.3 are vulnerable to a Path Traversal attack due to improper URI fragment parsing. This vulnerability allows attackers to read arbitrary files on the server, potentially exposing sensitive information. id: CVE-2024-2928 info: name: MLflow 2.11.3 - Path Traversal autho...

Mlflow < 2.17.0 - Local File Inclusion

Mlflow before 2.17.0 is susceptible to local file inclusion due to path traversal in GitHub repository mlflow/mlflow. An attacker can potentially obtain sensitive information, modify data, and/or execute unauthorized administrative operations in the context of the affected site. id: CVE-2024-8859...