333 citations · 649 across the 28 of their papers we have counts for
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cs.LG2017
Where Classification Fails, Interpretation Rises
Chanh Nguyen, Georgi Georgiev, Yujie Ji +1
An intriguing property of deep neural networks is their inherent vulnerability to adversarial inputs, which significantly hinders their application in security-critical domains. Mo…
cs.CR2017★ 3 cited
Modular Learning Component Attacks: Today's Reality, Tomorrow's Challenge
Xinyang Zhang, Yujie Ji, Ting Wang
Many of today's machine learning (ML) systems are not built from scratch, but are compositions of an array of {\em modular learning components} (MLCs). The increasing use of MLCs s…