Updated HMM learning data hmm.pkl #99

docker-compose-with-elasticstack/LogonTracer/build/Dockerfile

@@ -19,8 +19,8 @@ RUN git clone https://github.com/JPCERTCC/LogonTracer.git \
  && cd LogonTracer \
  && pip install cython \
  && pip install numpy \
- && pip install scipy==1.2.1 \
- && pip install statsmodels==0.10.2 \
+ && pip install scipy \
+ && pip install statsmodels \
  && pip install -r requirements.txt \
  && sed -i 's/\" -s \" + NEO4J_SERVER/\" -s neo4j\"/g' logontracer.py \
  && sed -i 's/+ NEO4J_SERVER +/+ \"neo4j\" +/g' logontracer.py \

docker-compose/LogonTracer/build/Dockerfile

@@ -19,8 +19,8 @@ RUN git clone https://github.com/JPCERTCC/LogonTracer.git \
  && cd LogonTracer \
  && pip install cython \
  && pip install numpy \
- && pip install scipy==1.2.1 \
- && pip install statsmodels==0.10.2 \
+ && pip install scipy \
+ && pip install statsmodels \
  && pip install -r requirements.txt \
  && sed -i 's/\" -s \" + NEO4J_SERVER/\" -s neo4j\"/g' logontracer.py \
  && sed -i 's/+ NEO4J_SERVER +/+ \"neo4j\" +/g' logontracer.py \

docker/Dockerfile

@@ -194,8 +194,8 @@ RUN git clone https://github.com/JPCERTCC/LogonTracer.git \
  && cd LogonTracer \
  && pip install cython \
  && pip install numpy \
- && pip install scipy==1.2.1 \
- && pip install statsmodels==0.10.2 \
+ && pip install scipy \
+ && pip install statsmodels \
  && pip install -r requirements.txt \
  && unlink /var/lib/neo4j/data \
  && mkdir -p /var/lib/neo4j/data/databases \

logontracer.py

@@ -64,7 +64,7 @@
  has_hmmlearn = False
 
 try:
- from sklearn.externals import joblib
+ import joblib
  has_sklearn = True
 except ImportError:
  has_sklearn = False

requirements.txt

@@ -2,9 +2,9 @@ numpy
 py2neo>=2020.0.0
 evtx
 lxml
-scipy==1.2.1
+scipy
 changefinder
 flask
 hmmlearn
-scikit-learn==0.19.2
+scikit-learn
 elasticsearch-dsl>=7.0.0,<8.0.0