Updated HMM learning data hmm.pkl #99

Author: shu-tom

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

model/hmm.pkl

@@ -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