Announcement_2024_02
Today, I will present our S&P paper SoK: Explainable Machine Learning in Adversarial Environments at the 45th IEEE Symposium on Security and Privacy 2024 in San Francisco, CA, USA. In the paper, Chris and I systematized the field of explanation-aware attacks. We discussed different relevant threat models, scopes of attacks, and attack types. We presented a hierachy of explanation-aware robustness notions and discussed various defensive techniques from the view point of explanation-aware attacks. I am looking forward for the questions and discussions with the community.
Enjoy Reading This Article?
Here are some more articles you might like to read next: