Carter Yagemann

I'm a computer scientist and cybersecurity researcher. My interests include hacking, system design, and software engineering.

#ml Articles


MLSploit Extended Abstract to Appear in KDD 2019

My coauthors and I will be presenting an extended abstract in the 25th Conference on Knowledge Discovery and Data Mining (KDD'19) in August. Below is a preview: Title: MLsploit: A Framework for Interactive Experimentation with Adversarial Machine Learning Research Authors: Nilaksh Das, Siwei Li, Chanil Jeon, Jinho Jung, Shang-Tse Chen …

Barnum Paper to Appear in Information Security Conference 2019 (ISC'19)

My coauthors and I will be presenting a paper in the 22nd Information Security Conference (ISC'19) in September. Below is a preview: Project Page Title: Barnum: Detecting Document Malware via Control Flow Anomalies in Hardware Traces. Authors: Carter Yagemann (Georgia Tech), Salmin Sultana (Intel Labs), Li Chen (Intel Labs), Wenke …

Extended Abstract to Appear in CVPR-19 Workshop on Explainable AI

My coauthors and I will be presenting an extended abstract in the workshop on Explainable AI at CVPR 2019 in June. Below is a preview: Title: To believe or not to believe: Validating explanation fidelity for dynamic malware analysis. Authors: Li Chen (Intel Labs), Carter Yagemann (Georgia Tech), Evan Downing …