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Tuesday, June 6, 2023 1:00 pm - 2:00 pm EDT (GMT -04:00)

PhD Seminar • Machine Learning • Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks

Please note: This PhD seminar will take place in DC 1304 and virtually.

Yiwei Lu, PhD candidate
David R. Cheriton School of Computer Science

Supervisor: Professor Yaoliang Yu

Indiscriminate data poisoning attacks aim to decrease a model’s test accuracy by injecting a small amount of corrupted training data. Despite significant interest, existing attacks remain relatively ineffective against modern machine learning (ML) architectures.