Comments (1)
Any MAL spec and instance model is supported now.
from compromise_heatmap.
Related Issues (20)
- Better instrumentation
- Conv nets for log window patterns?
- Tabular or MLP baseline
- Compress log history window
- Different GNNs for different attacker profiles
- Sequence truncation is sometimes excessive, reducing the length of sequences dramatically, thus affecting training. Avoid truncating too much by instead removing the shortest sequences.
- Another GNN-LSTM architecture?
- Temporal GNNs?
- GPU acceleration
- Check that the balance between compromised and uncompromised nodes is not too skewed. If it is, then we should sample the training data to get a more balanced dataset. HOT 1
- Replace or fix PyRDDLGym HOT 1
- Improve prediction accuracy
- Randomized pauses for the attacker
- Neighbor sampling
- A completely independent validation set
- The random walker attacker is problematic during long attack sequences HOT 1
- Hyperparameter: compromised-ratio
- Hyperparameter: attacker starting point
- Hyperparameter: simulation length
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from compromise_heatmap.