10 citations · 25 across the 11 of their papers we have counts for
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cs.LG2022★ 7 cited
Jamming Attacks on Federated Learning in Wireless Networks
Yi Shi, Yalin E. Sagduyu
Federated learning (FL) offers a decentralized learning environment so that a group of clients can collaborate to train a global model at the server, while keeping their training d…
cs.LG2019
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu +1
As online systems based on machine learning are offered to public or paid subscribers via application programming interfaces (APIs), they become vulnerable to frequent exploits and…
cs.LG2018
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu +1
Machine learning has been applied to a broad range of applications and some of them are available online as application programming interfaces (APIs) with either free (trial) or pa…