Leaky-Reluplex : The extended algorithm of Reluplex, which is used to verify the DNNs with Leaky ReLU activation functions.
https://arxiv.org/abs/1702.01135
https://github.com/guykatzz/ReluplexCav2017
The implementation was run and tested on Ubuntu 16.04.
Compiling GLPK:
cd glpk-4.60
./configure_glpk.sh
make
make install
Compiling the Reluplex core:
cd reluplex
make
Test the Leaky-Reluplex (keep in the folder /Leaky-Reluplex/reluplex ):
./test.sh
The test log can see the file ./test.txt
The test case in Leaky-Reluplex is the same as in Reluplex except that the k value of Leaky ReLU function is 0.2.