Top issues
Problem
Software developers use programming and design knowledge to build reusable software components. Software components are the basic building blocks for modern applications. Software consumed by an enterprise consists of hundreds, and sometimes even thousands of open source components. Open source communities depend on the work of thousands of software developers that volunteer their time to maintain software components. Software developers build up the reputation of their open source projects by developing in public. Modern source code repositories have many social features that allow software developers to handle bug reports, have discussions with their users, and convey reaching significant project milestones. It is uncommon to find open source projects that omit linking their component to a publicly accessible source code repository.Prevalence in PyPI community
70 packages
found in
Top 100
472 packages
found in
Top 1k
4207 packages
found in
Top 10k
413.79k packages
in community
Next steps
Check the software component behaviors for anomalies.
Consider exploratory software component testing within a sandbox environment.
Consider replacing the software component with a more widely used alternative.
Avoid using this software package until it is vetted as safe.
Detected Windows executable files that might not cover all statically linked libraries with CFG vulnerability mitigation protection.
Causes risk: reduced effectiveness mitigations
hardening
Problem
Control Flow Guard (CFG/CFI) protects the code flow integrity by ensuring that indirect calls are made only to vetted functions. This mitigation is detected as enabled, but its effectiveness is impacted by the use of outdated precompiled code. It was determined that the application had been linked against static libraries produced by multiple toolchain versions. Because some of them predate the general availability of the control flow guard vulnerability mitigation, it is likely that protection coverage gaps exist.Prevalence in PyPI community
14 packages
found in
Top 100
59 packages
found in
Top 1k
260 packages
found in
Top 10k
2.38k packages
in community
Next steps
Recompile statically linked libraries with the same programming language toolchain version.
In Microsoft VisualStudio, you can enable CFG mitigation by passing the /guard:cf parameter to the compiler and linker.
Detected Windows shared library files that do not suppress exports which reduces CFG vulnerability mitigation protection effectiveness.
Causes risk: low priority mitigations absent
hardening
Problem
Control Flow Guard (CFG/CFI) protects the code flow integrity by ensuring that dynamic calls are made only to vetted functions. Trusted execution paths rely on the ability of the operating system to build a list of valid function targets. Certain functions can intentionally be disallowed to prevent malicious code from deactivating vulnerability mitigation features. A list of such invalid function targets can include publicly exported symbols. Applications that enhance control flow integrity through export suppression rely on libraries to mark their publicly visible symbols as suppressed. This is done for all symbols that are considered to be sensitive functions, and to which access should be restricted. It is considered dangerous to mix applications that perform export suppression with libraries that do not.Prevalence in PyPI community
30 packages
found in
Top 100
143 packages
found in
Top 1k
833 packages
found in
Top 10k
15.19k packages
in community
Next steps
To enable this mitigation on library code, refer to your programming language toolchain documentation.
In Microsoft VisualStudio, you can enable CFG mitigation by passing the /guard:cf parameter to the compiler and linker.
Detected Windows executable files that do not implement long jump control flow vulnerability mitigation protection.
Causes risk: low priority mitigations absent
hardening
Problem
Control Flow Guard (CFG/CFI) protects the code flow integrity by ensuring that indirect calls are made only to vetted functions. This mitigation protects dynamically resolved function targets by instrumenting the code responsible for transferring execution control. Higher-level programming languages implement structured exception handling by managing their own code flow execution paths. As such, they are subject to code flow hijacking during runtime. Language-specific exception handling mitigation enforces execution integrity by instrumenting calls to manage execution context switching. Any deviation from the known and trusted code flow paths will cause the application to terminate. This makes malicious code less likely to execute.Prevalence in PyPI community
36 packages
found in
Top 100
164 packages
found in
Top 1k
932 packages
found in
Top 10k
17.86k packages
in community
Next steps
It's highly recommended to enable this option for all software components used at security boundaries, or those that process user controlled inputs.
To enable this mitigation, refer to your programming language toolchain documentation.
In Microsoft VisualStudio, you can enable CFG mitigation by passing the /guard:cf parameter to the compiler and linker.
Top behaviors
Executes a file.
execution
Prevalence in PyPI community
Behavior often found in this community (Common)
34 packages
found in
Top 100
181 packages
found in
Top 1k
1324 packages
found in
Top 10k
54.83k packages
in community
Checks operating system version.
search
Prevalence in PyPI community
Behavior often found in this community (Common)
23 packages
found in
Top 100
88 packages
found in
Top 1k
444 packages
found in
Top 10k
7.52k packages
in community
Contains a reference to ActiveX GUID with the Kill-Bit flag set.
anomaly
Prevalence in PyPI community
Behavior often found in this community (Common)
28 packages
found in
Top 100
100 packages
found in
Top 1k
493 packages
found in
Top 10k
4.97k packages
in community
Enumerates system information.
search
Prevalence in PyPI community
Behavior often found in this community (Common)
44 packages
found in
Top 100
286 packages
found in
Top 1k
1787 packages
found in
Top 10k
48.75k packages
in community
Enumerates installed devices.
search
Prevalence in PyPI community
Behavior uncommon for this community (Uncommon)
0 packages
found in
Top 100
6 packages
found in
Top 1k
41 packages
found in
Top 10k
651 packages
in community
Top vulnerabilities
No vulnerabilities found.