search

dherath / CFGExplainer

[code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Priti Prabhakar Wakodikar, Ping Yang and Guanhua Yan. In: IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (2022)
31 stars 5 forks source link

code for acfgs #1

Closed ucas-zty closed 1 year ago

ucas-zty commented 1 year ago

hello,Jerome!I have read your paper and your code and tried to reproducing your project,but i have trouble with how to transfer cfg to acfg like the txt and pickle file you showed in CFGExplainer/interpretability_results/8c4567b464e29f634baaf747a905ea95./,could you add code of this part to your project?I'll be really appreciating your kindness!

dherath commented 1 year ago

Hello,

We obtained a pre-processed ACFG dataset based on this work, https://www.cs.binghamton.edu/~ghyan/papers/dsn19.pdf. We used the same method as in https://github.com/dherath/MAGIC to preprocess the graphs.

Hope this helps.

Regards, Jerome

On Mar 28, 2023, at 9:30 PM, ucas-zty @.***> wrote:

hello,Jerome!I have read your paper and your code and tried to reproducing your project,but i have trouble with how to transfer cfg to acfg like the txt and pickle file you showed in CFGExplainer/interpretability_results/8c4567b464e29f634baaf747a905ea95./,could you add code of this part to your project?I'll be really appreciating your kindness!

— Reply to this email directly, view it on GitHub https://github.com/dherath/CFGExplainer/issues/1, or unsubscribe https://github.com/notifications/unsubscribe-auth/AGQDRERD6INZFEKCBFDPTTLW6O3F3ANCNFSM6AAAAAAWLNKHUQ. You are receiving this because you are subscribed to this thread.

ucas-zty commented 1 year ago

Hello, We obtained a pre-processed ACFG dataset based on this work, https://www.cs.binghamton.edu/~ghyan/papers/dsn19.pdf. We used the same method as in https://github.com/dherath/MAGIC to preprocess the graphs. Hope this helps. Regards, Jerome … On Mar 28, 2023, at 9:30 PM, ucas-zty @.***> wrote: hello,Jerome!I have read your paper and your code and tried to reproducing your project,but i have trouble with how to transfer cfg to acfg like the txt and pickle file you showed in CFGExplainer/interpretability_results/8c4567b464e29f634baaf747a905ea95./,could you add code of this part to your project?I'll be really appreciating your kindness! — Reply to this email directly, view it on GitHub <#1>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AGQDRERD6INZFEKCBFDPTTLW6O3F3ANCNFSM6AAAAAAWLNKHUQ. You are receiving this because you are subscribed to this thread.

It helps a lot!Thank you!