marius/log2ml
1
0
Fork 0
mirror of https://github.com/norandom/log2ml.git synced 2025-04-19 15:21:27 +00:00
Code Issues Packages Projects Releases Wiki Activity

Compare commits

base: marius:main
Branches Tags
marius:main
marius:dependabot/pip/2-1-initial-access-malware/Simulator/pillow-10.3.0
marius:doi
marius:lab
marius:foundations
..
compare: marius:doi
Branches Tags
marius:main
marius:dependabot/pip/2-1-initial-access-malware/Simulator/pillow-10.3.0
marius:doi
marius:lab
marius:foundations

No commits in common. "main" and "doi" have entirely different histories.
main ... doi

32 changed files with 0 additions and 61113 deletions
Show Stats Expand all files Collapse all files

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/Book1_Foundations.xlsm → 2-1-initial-access-malware/Book1_Foundations.xlsm
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/GruntHTTP-vba-stager.txt → 2-1-initial-access-malware/GruntHTTP-vba-stager.txt
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/GruntHTTP.exe → 2-1-initial-access-malware/GruntHTTP.exe
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/Readme.md → 2-1-initial-access-malware/Readme.md
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/Simulator/enable_content.png → 2-1-initial-access-malware/Simulator/enable_content.png
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 891 B

After

Width:  |  Height:  |  Size: 891 B

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/Simulator/requirements.txt → 2-1-initial-access-malware/Simulator/requirements.txt
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/Simulator/simulator.py → 2-1-initial-access-malware/Simulator/simulator.py
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/corpus_builder/agentic_corpus_generator.ps1 → 2-1-initial-access-malware/corpus_builder/agentic_corpus_generator.ps1
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/corpus_builder/create_macro_xls.ps1 → 2-1-initial-access-malware/corpus_builder/create_macro_xls.ps1
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/corpus_builder/macro.vbs → 2-1-initial-access-malware/corpus_builder/macro.vbs
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/corpus_builder/new_workbook_3.xlsm → 2-1-initial-access-malware/corpus_builder/new_workbook_3.xlsm
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/corpus_builder/template.xlsx → 2-1-initial-access-malware/corpus_builder/template.xlsx
View File

0
3-2-test-corpus-initial-access-mw-and-3-3-simulator/file.exe → 2-1-initial-access-malware/file.exe
View File

0
3-1-adversary-emulation-and-training-data-generation/Sysmon_Observations (1).svg → 2-2-adversary-emulation-and-training-data-generation/Sysmon_Observations (1).svg
View File

Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 253 KiB

After

Width:  |  Height:  |  Size: 253 KiB

0
3-1-adversary-emulation-and-training-data-generation/data_sources_new_3.json → 2-2-adversary-emulation-and-training-data-generation/data_sources_new_3.json
View File

0
3-1-adversary-emulation-and-training-data-generation/sysmon_layer.yaml → 2-2-adversary-emulation-and-training-data-generation/sysmon_layer.yaml
View File

0
3-1-adversary-emulation-and-training-data-generation/sysmon_observations.xlsx → 2-2-adversary-emulation-and-training-data-generation/sysmon_observations.xlsx
View File

0
3-1-adversary-emulation-and-training-data-generation/sysmonconfig-export.xml → 2-2-adversary-emulation-and-training-data-generation/sysmonconfig-export.xml
View File

0
2-4-open-source-c2-and-gp-foundations/TPOT_Foundations.ipynb → 2-5-automated-machine-learning-with-gp/TPOT_Foundations.ipynb
View File

0
2-4-open-source-c2-and-gp-foundations/corpus_foundations_thesis.zip → 2-5-automated-machine-learning-with-gp/corpus_foundations_thesis.zip
View File

0
2-4-open-source-c2-and-gp-foundations/new_workbook_13.xlsm → 2-5-automated-machine-learning-with-gp/new_workbook_13.xlsm
View File

0
2-4-open-source-c2-and-gp-foundations/new_workbook_13_EvilClippy.xlsm → 2-5-automated-machine-learning-with-gp/new_workbook_13_EvilClippy.xlsm
View File

0
3-7-security-and-performance-log-analysis-sw/Elasticsearch-Pandas-vs-Polars-May-15-2024.ipynb → 3-3-security-and-performance-log-analysis-sw/Elasticsearch-Pandas-vs-Polars-May-15-2024.ipynb
View File

1093
4-5-attention-based-log-similarity-clustering-with-faiss/Log-Similarity-Clustering-FAISS.ipynb
View File

File diff suppressed because it is too large Load Diff

59973
4-5-attention-based-log-similarity-clustering-with-faiss/log_tokenizer.json
View File

File diff suppressed because it is too large Load Diff

0
2-3-2-open-source-deep-learning-models-for-encoding-taks/Comparison_of_Encoder_Models.ipynb → Comparison_of_Encoder_Models.ipynb
View File

0
2-3-2-open-source-deep-learning-models-for-encoding-taks/Comparison_of_Encoder_Models_LongFormer_and_Linformer.ipynb → Comparison_of_Encoder_Models_LongFormer_and_Linformer.ipynb
View File

0
2-6-1-elasticsearch-api-access-polars/Elasticsearch.ipynb → Elasticsearch.ipynb
View File

0
workbench/LinFormer_AutoML_on_AE_sysmon_dataset_(Excel_implant_C2).ipynb → LinFormer_AutoML_on_AE_sysmon_dataset_(Excel_implant_C2).ipynb
View File

5
README.md
View File

@ -1,5 +0,0 @@
[![DOI](https://zenodo.org/badge/744004649.svg)](https://zenodo.org/doi/10.5281/zenodo.13208293)
# Master Thesis: Development and Evaluation of Software for Forensic Log-Analysis Using Machine Learning and Genetic Programming

13
dependencies/install_cpu.sh vendored
View File

@ -1,13 +0,0 @@
#!/usr/bin/env bash
if [[ "$(uname)" == "Darwin" ]] || [[ "$(uname)" == "Linux" ]]; then
echo "The CPU installation is starting (macOS, Linux)."
echo "Installing dependencies"
pip install -r "https://raw.githubusercontent.com/norandom/log2ml/main/dependencies/requirements.cgpu.txt"
echo "cuML will not be installed."
else
echo "This does not appear to be a CPU environment."
fi

29
dependencies/requirements.cpu.txt vendored
View File

@ -1,29 +0,0 @@
openai==1.13.3
langchain==0.1.10
python-dotenv==1.0.1
tiktoken==0.6.0
langchain_openai==0.0.8
langchain_experimental==0.0.53
langchainhub==0.1.14
ipywidgets
transformers==4.39.0
torch==2.2.1+cpu
torchvision==0.17.1+cpu
torchaudio==2.2.1+cpu
sentence-transformers==2.5.1
faiss_cpu==1.8.0
linformer-pytorch==0.19.3
PyGithub==2.3.0
deap==1.4.1
update_checker==0.18.0
scikit-mdr==0.4.5
skrebate==0.62
xgboost==2.0.3
stopit==1.1.2
tpot==0.12.2
umap-learn==0.5.6
tabulate==0.9.0
onnx==1.16.1
skl2onnx==1.17.0
protobuf==3.20.3
dill==0.3.8