VAITP Dataset

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Total vulnerabilities in the dataset (not showing ignored and non-python related vulnerabilties): 1612
1403
CVE-2025-3753
ROS rosbag filter eval() vulnerability allows arbitrary code execution.

A code execution vulnerability has been identified in the Robot Operating System (ROS) 'rosbag' tool, affecting ROS distributions Noetic Ninjemys and earlier. The vulnerability arises from the use of the eval() function to process unsanitized, user-supplied input in the 'rosbag filter' command. This flaw enables attackers to craft and execute arbitrary Python code.

Checking
Input Validation and Sanitization
Command Injection
Local
1402
CVE-2024-41921
ROS rostopic echo --filter allows code injection via unsanitized eval().

A code injection vulnerability has been discovered in the Robot Operating System (ROS) 'rostopic' command-line tool, affecting ROS distributions Noetic Ninjemys and earlier. The vulnerability lies in the 'echo' verb, which allows a user to introspect a ROS topic and accepts a user-provided Python expression via the --filter option. This input is passed directly to the eval() function without sanitization, allowing a local user to craft and execute arbitrary code.

Checking
Input Validation and Sanitization
Command Injection
Local
1401
CVE-2024-41148
ROS rostopic hz --filter allows code execution via unsanitized eval().

A code injection vulnerability has been discovered in the Robot Operating System (ROS) 'rostopic' command-line tool, affecting ROS distributions Noetic Ninjemys and earlier. The vulnerability lies in the 'hz' verb, which reports the publishing rate of a topic and accepts a user-provided Python expression via the --filter option. This input is passed directly to the eval() function without sanitization, allowing a local user to craft and execute arbitrary code.

Checking
Input Validation and Sanitization
Command Injection
Local
1400
CVE-2024-39835
ROS roslaunch code injection via unsanitized substitution arguments.

A code injection vulnerability has been identified in the Robot Operating System (ROS) 'roslaunch' command-line tool, affecting ROS distributions Noetic Ninjemys and earlier. The vulnerability arises from the use of the eval() method to process user-supplied, unsanitized parameter values within the substitution args mechanism, which roslaunch evaluates before launching a node. This flaw allows attackers to craft and execute arbitrary Python code.

Checking
Input Validation and Sanitization
Command Injection
Local
1399
CVE-2024-39289
ROS rosparam vulnerable to code execution via unsanitized parameters.

A code execution vulnerability has been discovered in the Robot Operating System (ROS) 'rosparam' tool, affecting ROS distributions Noetic Ninjemys and earlier. The vulnerability stems from the use of the eval() function to process unsanitized, user-supplied parameter values via special converters for angle representations in radians. This flaw allowed attackers to craft and execute arbitrary Python code.

Checking
Input Validation and Sanitization
Command Injection
Remote
1398
CVE-2025-53927
MaxKB sandbox bypass via file copy allows for remote code execution.

MaxKB is an open-source AI assistant for enterprise. Prior to version 2.0.0, the sandbox design rules can be bypassed because MaxKB only restricts the execution permissions of files in a specific directory. Therefore, an attacker can use the `shutil.copy2` method in Python to copy the command they want to execute to the executable directory. This bypasses directory restrictions and reverse shell. Version 2.0.0 fixes the issue.

Checking
Design Defects
Poorly Designed Access Controls
Remote
1397
CVE-2025-53890
pyLoad CAPTCHA processing allows unauthenticated remote code execution.

pyload is an open-source Download Manager written in pure Python. An unsafe JavaScript evaluation vulnerability in pyLoadโ€™s CAPTCHA processing code allows unauthenticated remote attackers to execute arbitrary code in the client browser and potentially the backend server. Exploitation requires no user interaction or authentication and can result in session hijacking, credential theft, and full system remote code execution. Commit 909e5c97885237530d1264cfceb5555870eb9546, the patch for the issue, is included in version 0.5.0b3.dev89.

Checking
Input Validation and Sanitization
Cross-Site Scripting (XSS)
Remote
1396
CVE-2025-53643
AIOHTTP request smuggling via unparsed trailers in its Python parser.

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.12.14, the Python parser is vulnerable to a request smuggling vulnerability due to not parsing trailer sections of an HTTP request. If a pure Python version of aiohttp is installed (i.e. without the usual C extensions) or AIOHTTP_NO_EXTENSIONS is enabled, then an attacker may be able to execute a request smuggling attack to bypass certain firewalls or proxy protections. Version 3.12.14 contains a patch for this issue.

Interface
Input Validation and Sanitization
Insecure Parsing or Deserialization
Remote
1392
CVE-2025-6386
Timing attack in password comparison allows user and password enumeration.

The parisneo/lollms repository is affected by a timing attack vulnerability in the `authenticate_user` function within the `lollms_authentication.py` file. This vulnerability allows attackers to enumerate valid usernames and guess passwords incrementally by analyzing response time differences. The affected version is the latest, and the issue is resolved in version 20.1. The vulnerability arises from the use of Python's default string equality operator for password comparison, which compares characters sequentially and exits on the first mismatch, leading to variable response times based on the number of matching initial characters.

Timing/Serialization
Cryptographic
Cryptographic Implementation Error
Remote
1391
CVE-2025-3264
ReDoS in Hugging Face Transformers' get_imports() can cause Denial of Service.

A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the Hugging Face Transformers library, specifically in the `get_imports()` function within `dynamic_module_utils.py`. This vulnerability affects versions 4.49.0 and is fixed in version 4.51.0. The issue arises from a regular expression pattern `\s*try\s*:.*?except.*?:` used to filter out try/except blocks from Python code, which can be exploited to cause excessive CPU consumption through crafted input strings due to catastrophic backtracking. This vulnerability can lead to remote code loading disruption, resource exhaustion in model serving, supply chain attack vectors, and development pipeline disruption.

Algorithm
Resource Management
Resource Exhaustion
Remote
Introducing the "VAITP dataset": a specialized repository of Python vulnerabilities and patches, meticulously compiled for the use of the security research community. As Python's prominence grows, understanding and addressing potential security vulnerabilities become crucial. Crafted by and for the cybersecurity community, this dataset offers a valuable resource for researchers, analysts, and developers to analyze and mitigate the security risks associated with Python. Through the comprehensive exploration of vulnerabilities and corresponding patches, the VAITP dataset fosters a safer and more resilient Python ecosystem, encouraging collaborative advancements in programming security.

The supreme art of war is to subdue the enemy without fighting.

Sun Tzu – “The Art of War”

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