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cs.LG2024
Have You Poisoned My Data? Defending Neural Networks against Data Poisoning
Fabio De Gaspari, Dorjan Hitaj, Luigi V. Mancini
The unprecedented availability of training data fueled the rapid development of powerful neural networks in recent years. However, the need for such large amounts of data leads to…
cs.LG2021★ 7 cited
Evaluating the Robustness of Geometry-Aware Instance-Reweighted Adversarial Training
Dorjan Hitaj, Giulio Pagnotta, Iacopo Masi +1
In this technical report, we evaluate the adversarial robustness of a very recent method called "Geometry-aware Instance-reweighted Adversarial Training"[7]. GAIRAT reports state-o…