Ananthram Swami

The Limitations of Deep Learning in Adversarial Settings

Nicolas Papernot, Patrick McDaniel, Somesh Jha et al. · 2016 · 3.9K citations

Computing, Computer Science, Computer Security +12

Practical Black-Box Attacks against Machine Learning

Nicolas Papernot, Patrick McDaniel, Ian Goodfellow et al. · 2017 · 3.5K citations

Computing, Computer Science, Cybersecurity +10

metapath2vec

Yuxiao Dong, Nitesh V. Chawla, Ananthram Swami · 2017 · 2.2K citations

Computing, Computer Science, Data Mining +16

Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework

Qing Zhao, Lang Tong, Ananthram Swami et al. · IEEE Journal on Selected Areas in Communications · 2007 · 1.6K citations

Engineering, Computer Systems, Electrical Engineering +17

Heterogeneous Graph Neural Network

Chuxu Zhang, Dongjin Song, Chao Huang et al. · 2019 · 1.5K citations · Full text

Computing, Computer Science, Feature Engineering +15