VAITP Dataset

Dataset Statistics
Search for CVE
#
CVE
Vulnerability
ODC
Category
Subcategory
Accessibility Scope
Details
Total vulnerabilities in the dataset (not showing ignored and non-python related vulnerabilties): 1438
823
CVE-2018-1000808
CWE-401 in pyOpenSSL < 17.5.0: Memory Release Issue

Python Cryptographic Authority pyopenssl version Before 17.5.0 contains a CWE - 401 : Failure to Release Memory Before Removing Last Reference vulnerability in PKCS #12 Store that can result in Denial of service if memory runs low or is exhausted. This attack appear to be exploitable via Depends upon calling application, however it could be as simple as initiating a TLS connection. Anything that would cause the calling application to reload certificates from a PKCS #12 store.. This vulnerability appears to have been fixed in 17.5.0.

Function
Resource Management
Memory Leaks
Remote
822
CVE-2022-29216
TensorFlow saved_model_cli code injection

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, TensorFlow's `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.

Function
Input Validation and Sanitization
Insecure Parsing or Deserialization
Remote
821
CVE-2022-29202
TensorFlow versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4: tf.ragged.constant input validation issue

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Function
Resource Management
Resource Exhaustion
Remote
820
CVE-2019-12387
Twisted web < 19.2.1, no URI/HTTP validation, CRLF injection

In Twisted before 19.2.1, twisted.web did not validate or sanitize URIs or HTTP methods, allowing an attacker to inject invalid characters such as CRLF.

Function
Input Validation and Sanitization
Insecure Parsing or Deserialization
Remote
819
CVE-2020-14343
PyYAML < 5.4, full_load, FullLoader, python/object/new,

A vulnerability was discovered in the PyYAML library in versions before 5.4, where it is susceptible to arbitrary code execution when it processes untrusted YAML files through the full_load method or with the FullLoader loader. Applications that use the library to process untrusted input may be vulnerable to this flaw. This flaw allows an attacker to execute arbitrary code on the system by abusing the python/object/new constructor. This flaw is due to an incomplete fix for CVE-2020-1747.

Function
Input Validation and Sanitization
Insecure Parsing or Deserialization
Local
818
CVE-2023-29521
XWiki Platform allows arbitrary code execution via unescaped Macro.VFSTreeMacro

XWiki Platform is a generic wiki platform offering runtime services for applications built on top of it. Any user with view rights can execute arbitrary Groovy, Python or Velocity code in XWiki leading to full access to the XWiki installation. The root cause is improper escaping of `Macro.VFSTreeMacro`. This page is not installed by default.This vulnerability has been patched in XWiki 15.0-rc-1, 14.10.2, 14.4.8, 13.10.11. Users are advised to upgrade. There are no known workarounds for this vulnerability.

Assignment
Input Validation and Sanitization
Command Injection
Remote
817
CVE-2023-29518
XWiki Platform allows arbitrary code execution due to improper escaping in Invitation.InvitationCommon

XWiki Platform is a generic wiki platform offering runtime services for applications built on top of it. Any user with view rights can execute arbitrary Groovy, Python or Velocity code in XWiki leading to full access to the XWiki installation. The root cause is improper escaping of `Invitation.InvitationCommon`. This page is installed by default. The vulnerability has been patched in XWiki 15.0-rc-1, 14.10.1, 14.4.8, and 13.10.11. Users are advised to upgrade. There are no known workarounds for this issue.

Function
Authentication, Authorization, and Session Management
Privilege Escalation
Remote
816
CVE-2023-29511
XWiki Platform allows code execution via improper section id escaping in XWiki.AdminFieldsDisplaySheet

XWiki Platform is a generic wiki platform offering runtime services for applications built on top of it. Any user with edit rights on a page (e.g., it's own user page), can execute arbitrary Groovy, Python or Velocity code in XWiki leading to full access to the XWiki installation. The root cause is improper escaping of the section ids in `XWiki.AdminFieldsDisplaySheet`. This page is installed by default. The vulnerability has been patched in XWiki versions 15.0-rc-1, 14.10.1, 14.4.8, and 13.10.11.

Function
Input Validation and Sanitization
Command Injection
Remote
815
CVE-2021-21238
PySAML2 <6.5.0: XML Signature wrapping vulnerability

PySAML2 is a pure python implementation of SAML Version 2 Standard. PySAML2 before 6.5.0 has an improper verification of cryptographic signature vulnerability. All users of pysaml2 that need to validate signed SAML documents are impacted. The vulnerability is a variant of XML Signature wrapping because it did not validate the SAML document against an XML schema. This allowed invalid XML documents to be processed and such a document can trick pysaml2 with a wrapped signature. This is fixed in PySAML2 6.5.0.

Checking
Input Validation and Sanitization
Insecure Parsing or Deserialization
Remote
814
CVE-2020-8897
Weak robustness vulnerability in AWS Encryption SDKs (Java, Python, C, JavaScript) < 2.0.0, due to non-committing property of AEAD ciphers

A weak robustness vulnerability exists in the AWS Encryption SDKs for Java, Python, C and Javalcript prior to versions 2.0.0. Due to the non-committing property of AES-GCM (and other AEAD ciphers such as AES-GCM-SIV or (X)ChaCha20Poly1305) used by the SDKs to encrypt messages, an attacker can craft a unique cyphertext which will decrypt to multiple different results, and becomes especially relevant in a multi-recipient setting. We recommend users update their SDK to 2.0.0 or later.

Algorithm
Cryptographic
Cryptographic Implementation Error
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”

:: Shaping the future through research and ingenuity ::