Pichler, Georg

7 publications

ICLR 2024 A Data-Driven Measure of Relative Uncertainty for Misclassification Detection Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida

ICML 2024 Beyond the Norms: Detecting Prediction Errors in Regression Models Andres Altieri, Marco Romanelli, Georg Pichler, Florence Alberge, Pablo Piantanida

AISTATS 2024 On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem Georg Pichler, Marco Romanelli, Divya Prakash Manivannan, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg

NeurIPSW 2023 A Data-Driven Measure of Relative Uncertainty for Misclassification Detection Eduardo Dadalto Câmara Gomes, Marco Romanelli, Georg Pichler, Pablo Piantanida

NeurIPSW 2023 On the Limitation of Backdoor Detection Methods Georg Pichler, Marco Romanelli, Divya Prakash Manivannan, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg

ICML 2022 A Differential Entropy Estimator for Training Neural Networks Georg Pichler, Pierre Jean A. Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida

CVPR 2022 Leveraging Adversarial Examples to Quantify Membership Information Leakage Ganesh Del Grosso, Hamid Jalalzai, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida