Top issues
Detected presence of software components that can tamper with the system security settings.
hunting
Problem
Software components sometimes need to interact with higher privilege parts of the operating system, often requiring administrative access to accomplish a task. System security settings are the first line of defense against the most common attack vectors. For that reason, attackers often aim to tamper with system security settings. Disabling User Access Controls (UAC) and other security settings enables malicious code to execute without being blocked. While the presence of code that tampers with system security settings does not necessarily imply malicious intent, all of its uses in a software package should be documented and approved. Only select applications should consider using functions that interact with system security settings. One example of acceptable use for such functions is allowing specialized applications to install as services that monitor the operating system events.Prevalence in PyPI community
0 packages
found in
Top 100
4 packages
found in
Top 1k
16 packages
found in
Top 10k
196 packages
in community
Next steps
Investigate reported detections as indicators of software tampering.
Consult Mitre ATT&CK documentation: T1562.001 - Disable or Modify Tools.
Consider rewriting the flagged code without using the marked behaviors.
Problem
Software components contain executable code that performs actions implemented during its development. These actions are called behaviors. In the analysis report, behaviors are presented as human-readable descriptions that best match the underlying code intent. While most behaviors are benign, some are commonly abused by malicious software with the intent to cause harm. When a software package shares behavior traits with malicious software, it may become flagged by security solutions. Any detection from security solutions can cause friction for the end-users during software deployment. While the behavior is likely intended by the developer, there is a small chance this detection is true positive, and an early indication of a software supply chain attack.Prevalence in PyPI community
20 packages
found in
Top 100
92 packages
found in
Top 1k
907 packages
found in
Top 10k
43.88k packages
in community
Next steps
Investigate reported detections.
If the software intent does not relate to the reported behavior, investigate your build and release environment for software supply chain compromise.
You should delay the software release until the investigation is completed, or until the issue is risk accepted.
Consider rewriting the flagged code without using the marked behaviors.
Problem
Attackers commonly hide their malicious payloads in layers of packing and code obfuscation. Base-encoding is a common data transformation technique used to convert binary payloads into text. Detected software behaviors indicate that the code has the ability to decode and execute Base-encoded data. While presence of dynamic code execution does not imply malicious intent, all of its uses in a software package should be documented and approved. When a software package has behavior traits similar to malicious software, it may become flagged by security solutions. One example of acceptable use for dynamic Base-encoded data execution is transfer of software components over the network.Prevalence in PyPI community
1 packages
found in
Top 100
6 packages
found in
Top 1k
18 packages
found in
Top 10k
6.2k packages
in community
Next steps
Investigate reported detections as indicators of software tampering.
Consult Mitre ATT&CK documentation: T1027 - Obfuscated Files or Information.
Consider rewriting the flagged code without using the marked behaviors.
Detected presence of software components that can tamper with the system network settings.
hunting
Problem
Software components sometimes need to interact with higher privilege parts of the operating system, often requiring administrative access to accomplish a task. Operating systems include a complete network stack with many services that allow the machine to connect to the internet. Some of these services are used to secure network access. For that reason, attackers often aim to tamper with system network settings. Disabling firewalls and other network security features enable the malicious code to execute without being blocked. While the presence of code that tampers with system network settings does not necessarily imply malicious intent, all of its uses in a software package should be documented and approved. Only select applications should consider using functions that interact with system network settings. One example of acceptable use for such functions is allowing specialized applications to use non-standard network ports by updating the firewall allowlist.Prevalence in PyPI community
2 packages
found in
Top 100
12 packages
found in
Top 1k
102 packages
found in
Top 10k
1.42k packages
in community
Next steps
Investigate reported detections as indicators of software tampering.
Consult Mitre ATT&CK documentation: T1562.004 - Disable or Modify System Firewall.
Consider rewriting the flagged code without using the marked behaviors.
Problem
Uniform Resource Locators (URLs) are structured addresses that point to locations and assets on the internet. URLs allow software developers to build complex applications that exchange data with servers that can be hosted in multiple geographical regions. URLs can commonly be found embedded in documentation, configuration files, source code and compiled binaries. URL paths provide additional information to a web service when making a request. They are an optional, but an important part of the URL, as they may define specific content or actions based on the data being passed. Some parameters they pass might be considered sensitive information. Since path components are not encrypted this might cause sensitive information to leak. This issue is raised for URL paths than might contain information that attackers can easily intercept. Examples of sensitive information fields include passwords and other similar parameters.Prevalence in PyPI community
13 packages
found in
Top 100
73 packages
found in
Top 1k
504 packages
found in
Top 10k
10.91k packages
in community
Next steps
Investigate reported detections.
If the software should not include these network references, investigate your build and release environment for software supply chain compromise.
You should delay the software release until the investigation is completed, or until the issue is risk accepted.
Consider removing all references to flagged network locations.
Top behaviors
Starts a PowerShell session and executes Base64-encoded commands.
execution
Prevalence in PyPI community
Behavior uncommon for this community (Uncommon)
Behavior commonly used by malicious software (Important)
1 packages
found in
Top 100
4 packages
found in
Top 1k
8 packages
found in
Top 10k
5.74k packages
in community
Tampers with system environment variables.
settings
Prevalence in PyPI community
Behavior often found in this community (Common)
25 packages
found in
Top 100
141 packages
found in
Top 1k
838 packages
found in
Top 10k
16.42k packages
in community
Tampers with WS-Manager settings.
settings
Prevalence in PyPI community
Behavior uncommon for this community (Uncommon)
0 packages
found in
Top 100
2 packages
found in
Top 1k
4 packages
found in
Top 10k
14 packages
in community
Tampers with Active Directory settings.
settings
Prevalence in PyPI community
Behavior uncommon for this community (Uncommon)
0 packages
found in
Top 100
2 packages
found in
Top 1k
2 packages
found in
Top 10k
22 packages
in community
Sends data on a connected TCP socket.
network
Prevalence in PyPI community
Behavior often found in this community (Common)
14 packages
found in
Top 100
98 packages
found in
Top 1k
585 packages
found in
Top 10k
18.68k packages
in community
Top vulnerabilities
No vulnerabilities found.