I directly tried to reproduce the 3rd case study. However, I encountered some error:

> conda activate ss
>  cd /home/sys/SUPERSONIC

>  python SuperSonic/policy_search/supersonic_main.py --env BanditCSREnv-v0  --datapath "tasks/CSR/DATA" --mode policy --total_steps 10 2>/dev/null

> python SuperSonic/policy_search/supersonic_main.py --env BanditCSREnv-v0  --datapath "tasks/CSR/DATA" --mode config --iterations 10 --task CSR 2>/dev/null

> python SuperSonic/policy_search/supersonic_main.py --env BanditCSREnv-v0  --datapath "tasks/CSR/DATA" --mode deploy --training_iterations 50 --task CSR 2>/dev/null
...
== Status ==
Memory usage on this node: 4.0/62.0 GiB
Using FIFO scheduling algorithm.
Resources requested: 0/50 CPUs, 0/1 GPUs, 0.0/36.13 GiB heap, 0.0/12.45 GiB objects
Result logdir: /home/sys/SUPERSONIC/SuperSonic/logs/model_save/SAC
Number of trials: 1 (1 TERMINATED)
+------------------------+------------+-------+--------+------------------+------+----------+
| Trial name             | status     | loc   |   iter |   total time (s) |   ts |   reward |
|------------------------+------------+-------+--------+------------------+------+----------|
| SAC_csr_rl_b5add_00000 | TERMINATED |       |     50 |          61.4566 | 9650 |        0 |
+------------------------+------------+-------+--------+------------------+------+----------+
-------------------------------

optimization finished, ready to use our script to evaluate performance
-------------------------------

start executing, usually takes 3 mins

> python tasks/CSR/run.py

Traceback (most recent call last):
  File "tasks/CSR/run.py", line 1, in <module>
    from AE.utils.Calculate import CalculateCSRDemo
ModuleNotFoundError: No module named 'AE'

Patching CVE-2007-4559

Hi, we are security researchers from the Advanced Research Center at Trellix. We have began a campaign to patch a widespread bug named CVE-2007-4559. CVE-2007-4559 is a 15 year old bug in the Python tarfile package. By using extract() or extractall() on a tarfile object without sanitizing input, a maliciously crafted .tar file could perform a directory path traversal attack. We found at least one unsantized extractall() in your codebase and are providing a patch for you via pull request. The patch essentially checks to see if all tarfile members will be extracted safely and throws an exception otherwise. We encourage you to use this patch or your own solution to secure against CVE-2007-4559. Further technical information about the vulnerability can be found in this blog.

If you have further questions you may contact us through this projects lead researcher Kasimir Schulz.