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Liam Fowl — most-cited papers & profile · Cybersecurity
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overview
Liam Fowl
10
papers ·
111
citations ·
14
h-index
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Most-cited papers
Witches' Brew: Industrial Scale Data Poisoning Via Gradient Matching
2020 · 36 citations
What Doesn't Kill You Makes You Robust(er): How To Adversarially Train Against Data Poisoning
2021 · 13 citations
Sleeper Agent: Scalable Hidden Trigger Backdoors For Neural Networks Trained From Scratch
2021 · 9 citations
Robbing The Fed: Directly Obtaining Private Data In Federated Learning With Modified Models
2021 · 7 citations
Thinking Two Moves Ahead: Anticipating Other Users Improves Backdoor Attacks In Federated Learning
2022 · 6 citations
Top co-authors
Jonas Geiping
· 4
Gowthami Somepalli
· 1
Hossein Souri
· 1
Rama Chellappa
· 1
Wojtek Czaja
· 1
W. Ronny Huang
· 1
Yuxin Wen
· 1
Topics
Adversarial ML
Privacy
Anomaly Detection
Network Security