271 citations · 303 across the 7 of their papers we have counts for
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cs.CY2019
Computer Systems Have 99 Problems, Let's Not Make Machine Learning Another One
David Mohaisen, Songqing Chen
Machine learning techniques are finding many applications in computer systems, including many tasks that require decision making: network optimization, quality of service assurance…
cs.CR2019★ 21 cited
COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection
Aminollah Khormali, Ahmed Abusnaina, Songqing Chen +2
Despite many attempts, the state-of-the-art of adversarial machine learning on malware detection systems generally yield unexecutable samples. In this work, we set out to examine t…