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critical·Product Based Web Vulnerabilities·Updated Jan 8, 2024

CVE-2023-6018 Scanner

CVE-2023-6018 scanner - Improper Access Control vulnerability in mlflow/mlflow

Est. Time~10 seconds
Scan TypeSingle Scan
Targetsdomain, ipv4, subdomain
CostFree
2
Times Used
by S4E users
2
Assets Scanned
domains & IPs
0
Vulnerabilities Found
confirmed findings
References
CVECVE-2023-6018
10.0
CVSScritical
Exploitable remotely over the internet · no authentication required.

An attacker can overwrite any file on the server hosting MLflow without any authentication.

Attack Vector
Network
Privileges Req.
None
User Interaction
None
Affected
mlflow/mlflowby mlflow
unspecified
Updated Aug 19, 2026View on NVD →
Detail

MLflow is an open-source platform for managing and tracking machine learning experiments. It allows data scientists to easily track experiments, package and share their models, and collaborate with their colleagues. The platform is widely used in data science communities, and it has become an essential tool for machine learning teams looking to manage data, models, and experiments.

The CVE-2023-6018 vulnerability was detected in MLflow, which allows an attacker to overwrite files on the server that is hosting the platform without any authentication. This means that an attacker can exploit this vulnerability remotely to access user data and take complete control of the server. It opens up a backdoor to access highly sensitive information and steal intellectual property.

The exploitation of the vulnerability can lead to enormous damage to the server and machine learning models, resulting in unauthorized access to private and confidential information. Attackers can steal sensitive data or inject malicious traffic to harm the user. The vulnerability can result in compromising user privacy and the security of confidential data. It can also potentially lead to unauthorized modifications of machine learning models, causing a loss of credibility in the models and the products they are used in.

Thanks to the pro features of the s4e.io platform, those who read this article can easily and quickly learn about the vulnerabilities in their digital assets. The platform makes it easy to identify and monitor vulnerabilities in real-time, allowing businesses to quickly address identified issues and maintain the security of their digital assets. By using the pro features of the s4e.io platform, businesses can prevent data breaches and protect their confidential information.

 

REFERENCES

Solution Advice

To protect against this vulnerability, certain precautions can be taken, including:

  • Keep the MLflow platform up to date and patch any identified vulnerabilities.
  • Use secure passwords for all user accounts and change them regularly.
  • Implement two-factor authentication for all users to prevent unauthorized access.
  • Limit access to the server hosting the MLflow platform.
  • Restrict access to sensitive files and directories and implement an access control list.

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