Graphia
PMapper
| Graphia | PMapper | |
|---|---|---|
| 8 | 7 | |
| 220 | 1,323 | |
| 2.7% | 1.1% | |
| 9.7 | 0.0 | |
| 4 days ago | 6 months ago | |
| C++ | Python | |
| GPL3 | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Graphia
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NetworkX – Network Analysis in Python
Export the graph to GML or to GraphML or to GraphViz DOT or to some other Graph format. BTW I recommend 3D graph visualization over 2D when possible, that is when you're exploring interactively as opposed to printing figures. The Graphia tool is the only FOSS tool for this purpose that I know of:
https://graphia.app
https://github.com/graphia-app/graphia
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How to create a map showing the relationship between separate data points?
I may be biased. https://graphia.app
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Graphviz: Open-source graph visualization software
A fast 3D alternative for visualizing large graphs is Graphia: https://github.com/graphia-app/graphia https://graphia.app However, it's currently suffering from the Qt switch from 5 to 6.
Regarding Graphviz itself, I wonder why is there no special layout logic for planar graphs? They can be recognized and embedded on the plane in linear time without intersecting edges, so it would be very nice if some of the Graphviz tools actually did that.
A recent set of minimal graph coloring Graphviz visualizations of mine: https://gitlab.com/nsajko/example_optimally_colored_graphs
- Handbook of Graph Drawing and Visualization
- Rick and Morty’s Thanksploitation Deciduous Decision Tree
PMapper
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How to conduct security assesment of AWS?
In addition to ScoutSuite, I recommend PMapper. https://github.com/nccgroup/PMapper
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Anyone tried to create a halfway decent least privilege policy for a CDK deployment?
There are tons of other escape hatches, so it's a pretty big moving target. If you'd like to get a hint about your setup, I'd suggest trying: https://github.com/nccgroup/PMapper
- Do you know a way to visulize access flow between users and resources?
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Graphviz: Open-source graph visualization software
I maintain an open-source project [1] that uses graphs to model data. I wanted to make my project as accessible as possible, so Graphviz was perfect since it's dead-simple to install and use on all major OS platforms.
[1] https://github.com/nccgroup/PMapper
- Principal Mapper v1.1.0 - AWS IAM Security Analysis
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Show HN: Principal Mapper v1.1.0 – AWS IAM Security Analysis
Hi HN!
Principal Mapper is a tool + library for analyzing and securing your AWS IAM configuration. It generates a model of your account and/or organization and uses it to give you a better idea of the effective permissions of your IAM Users and Roles. It has privilege escalation detection built-in and is hopefully written in a way that will let you extend it for your use-cases.
This v1.1.0 update covers more types of policies (resource policies, permission boundaries, session policies, SCPs), supports AWS Organizations, enables cross-account checks, and more!
https://github.com/nccgroup/PMapper
Happy to answer any questions you have here!
What are some alternatives?
AlphaPlot - :chart_with_upwards_trend: Application for statistical analysis and data visualization which can generate different types of publication quality 2D and 3D plots with extensive visual customization.
awesome-aws - A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
matplotplusplus - Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Gephi - Gephi - The Open Graph Viz Platform
policy_sentry - IAM Least Privilege Policy Generator
dtale - Visualizer for pandas data structures
aws-leastprivilege - Generates an IAM policy for the CloudFormation service role that adheres to least privilege.
sketchviz - A command line clone of https://sketchviz.com/
AirIAM - Least privilege AWS IAM Terraformer
pygraphistry - PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
d3-dag - Layout algorithms for visualizing directed acyclic graphs