jesus/perfspec-learning
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

chore: fix README

Browse Source
This commit is contained in:
Jesús Pérez Lorenzo 2025-01-20 07:53:45 +00:00
parent 0a6078a54c
commit 2d97203afd
1 changed files with 7 additions and 4 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

11
README.md
View File

@ -2,6 +2,10 @@
Based in [PrefSPEC: Performance Profiling-based Proactive Security Policy Enforcement for Containers](https://ieeexplore.ieee.org/document/10577533) document presented in [1], thir repository contains source files used to generate and process data. Based in [PrefSPEC: Performance Profiling-based Proactive Security Policy Enforcement for Containers](https://ieeexplore.ieee.org/document/10577533) document presented in [1], thir repository contains source files used to generate and process data.
[PrefSPEC document](PerfSPEC.pdf)
[Presentación in Spanish](presentacion.pdf)
__PerfSPEC__ has three phases: __PerfSPEC__ has three phases:
- Ranking - Ranking
@ -13,7 +17,7 @@ This repository is focused in __Learning__ phase with attention on:
- Event logs info load and process - Event logs info load and process
- Predictive learning model - Predictive learning model
> Note: It is considered that __event data collection__ in `raw-audit-logs.log` are realistic and representative to simulate > Note: It is considered that __event data collection__ in `raw-audit-logs.log.gz` are realistic and representative to simulate
administrative operations. administrative operations.
## Files ## Files
@ -28,6 +32,8 @@ Tools are distributed in directories:
As some tasks can be used in [Python](https://python.org) or [Rust](https://www.rust-lang.org/) there are directories for each programming languge inside directories tasks. As some tasks can be used in [Python](https://python.org) or [Rust](https://www.rust-lang.org/) there are directories for each programming languge inside directories tasks.
Each `task/programming-language` may have a __data__ directory where processing output files is generated.
### Collect data ### Collect data
If you wish to [collect](collect) your own dataset, there are several source files that might help: If you wish to [collect](collect) your own dataset, there are several source files that might help:
@ -44,7 +50,4 @@ If you wish to [collect](collect) your own dataset, there are several source fil
## Reference ## Reference
Source document
te this dataset in your publication if it helps your research:
[1]: [H. Kermabon-Bobinnec et al., "PerfSPEC: Performance Profiling-based Proactive Security Policy Enforcement for Containers," in IEEE Transactions on Dependable and Secure Computing, doi: 10.1109/TDSC.2024.3420712.](https://ieeexplore.ieee.org/document/10577533) [1]: [H. Kermabon-Bobinnec et al., "PerfSPEC: Performance Profiling-based Proactive Security Policy Enforcement for Containers," in IEEE Transactions on Dependable and Secure Computing, doi: 10.1109/TDSC.2024.3420712.](https://ieeexplore.ieee.org/document/10577533)