List of software quality issues with the number of affected components.
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Detected presence of severe vulnerabilities with active exploitation.
Causes risk: actively exploited vulnerabilities
1
vulnerabilities
Problem
Software composition analysis has identified a component with one or more known severe vulnerabilities. Available threat intelligence telemetry has confirmed that the reported high or critical severity vulnerabilities are actively being exploited by malicious actors.Prevalence in PyPI community
38 packages
found in
Top 100
303 packages
found in
Top 1k
2611 packages
found in
Top 10k
103184 packages
in community
Next steps
We strongly advise updating the component to the latest version.
If the update can't resolve the issue, create a plan to isolate or replace the affected component.
Detected presence of critical severity vulnerabilities.
Causes risk: critical severity vulnerabilities
1
vulnerabilities
Problem
Software composition analysis has identified a component with one or more known vulnerabilities. Based on the CVSS scoring, these vulnerabilities have been marked as critical severity.Prevalence in PyPI community
25 packages
found in
Top 100
212 packages
found in
Top 1k
1951 packages
found in
Top 10k
77976 packages
in community
Next steps
Perform impact analysis for the reported CVEs.
We strongly advise updating the component to the latest version.
If the update can't resolve the issue, create a plan to isolate or replace the affected component.
Detected presence of software components that can tamper with the system certificate stores.
1
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 certificate stores are databases that define the chain of trust for a machine. These databases control the list of websites the machine can securely connect to, and the list of applications that the operating system implicitly trusts. For that reason, attackers often abuse system certificate stores to ensure their malicious code executes without being detected by security solutions. While the presence of code that tampers with system certificate stores 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 certificate stores. One example of acceptable use for such functions is adding publisher certificates to the system trust store during software installation.Prevalence in PyPI community
2 packages
found in
Top 100
7 packages
found in
Top 1k
28 packages
found in
Top 10k
343 packages
in community
Next steps
Investigate reported detections as indicators of software tampering.
Consult Mitre ATT&CK documentation: T1553.004 - Install Root Certificate Subvert.
Consider rewriting the flagged code without using the marked behaviors.
Detected presence of software components that can tamper with the system network settings.
1
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
5 packages
found in
Top 1k
47 packages
found in
Top 10k
836 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.
Detected Linux executable files that were compiled without the recommended dynamic symbol hijacking protections.
Causes risk: execution hijacking concerns
2
hardening
Problem
On Linux, external symbols are resolved via the procedure linkage table (PLT) and the global offset table (GOT). Without any protection, both are writable at runtime and thus leave the executable vulnerable to pointer hijacking - an attack where the function address is overwritten with an address of a malicious function. Pointer hijacking can be mitigated by using full read-only relocations, which instruct the compiler to unify global offset tables into a single read-only table. This requires that all external function symbols are resolved at load-time instead of during execution, and may increase loading time for large programs.Prevalence in PyPI community
22 packages
found in
Top 100
122 packages
found in
Top 1k
767 packages
found in
Top 10k
16246 packages
in community
Next steps
In most cases, it's recommended to use full read-only relocations (in GCC: -Wl,-z,relro,-z,now).
If the executable load-time is an issue, you should use partial read-only relocations.
Problem
Debug databases are typically only used during software development. On Windows, they are usually files embedded into the executable (PDB), while on Linux, they're contained inside special executable sections. The databases contain private debug symbols that make it significantly easier to reverse-engineer a closed-source application. In some cases, having a debug database is equivalent to having access to the source code. Presence of debug databases could indicate that one or more software components have been built using a debug profile, instead of the release. Private debug databases can be embedded into software components by programming language tools.Prevalence in PyPI community
22 packages
found in
Top 100
113 packages
found in
Top 1k
748 packages
found in
Top 10k
13672 packages
in community
Next steps
To remediate this issue and remove private debugging information, refer to your programming language toolchain documentation.
Detected presence of hardcoded source code filenames or paths.
Causes risk: debugging symbols found
1
secrets
Problem
Common compilers often embed source code information into executables for debugging purposes, usually by mapping symbols to source filenames or paths. While this is typically desirable in open-source software and standard tools, that information can be used to determine security weaknesses, code repository layout, trade secrets and similar sensitive information. Such symbols make it easier to reverse-engineer a closed source application.Prevalence in PyPI community
22 packages
found in
Top 100
122 packages
found in
Top 1k
834 packages
found in
Top 10k
18721 packages
in community
Next steps
Strip out such information in the linking phase by using compiler options like the -s flag in GCC, or in the post-build phase by using the strip tool.
Detected Linux executable files without any fortified functions.
Causes risk: low priority mitigations absent
2
hardening
Problem
Fortified functions are usually wrappers around standard glibc functions (such as memcpy) which perform boundary checks either at compile time or run time to determine if a memory violation has occurred. The compiler needs additional context to generate such calls (for example, array size that needs to be known at compile time). Because of this, the compiler will virtually never substitute all viable functions with their fortified counterparts in complex programs. However, lack of any fortified functions may indicate that this compiler feature was not used at all.Prevalence in PyPI community
19 packages
found in
Top 100
94 packages
found in
Top 1k
560 packages
found in
Top 10k
9980 packages
in community
Next steps
In GCC, you can enable fortified functions with -D_FORTIFY_SOURCE=2 flag, while using at least -O1 optimization level.