Indiscriminate Data Poisoning

What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?
Understand the inherent vulnerabilities to indiscriminate data poisoning attacks for linear learners by studying the optimal poisoning strategy from the perspective of data distribution.
Fnu Suya, Xiao Zhang, Yuan Tian, David Evans
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What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?
Transferable Availability Poisoning Attacks
We propose an availability poisoning attack for generating transferable poisoned data across different victim learners.
Yiyong Liu, Michael Backes, Xiao Zhang
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