Kathrin Grosse - Publications, H-index & Citations

Kathrin Grosse

ibm research, zürich, switzerland

13H指数

51论文数

1.7K被引数

收录论文 8

发表时间

Manipulating Trajectory Prediction Models With Backdoors 通过后门操纵轨迹预测模型

IEEE Transactions on Intelligent Transportation Systems

IF8.4

2025-11-03

PREAI

Kaouther Messaoud; Kathrin Grosse; Mickaël Chen; Matthieu Cord; Patrick Pérez; Alexandre Alahi

Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness 测试自动驾驶汽车和AI：来自网络安全、透明度、鲁棒性和公平性的视角与挑战

European Transport Research Review

IF4.2

2025-07-30

OAAI

David Fernández Llorca; Ronan Hamon; Henrik Junklewitz; Kathrin Grosse; Lars Kunze; Patrick Seiniger; Robert Swaim; Nick Reed; Alexandre Alahi; Emilia Gómez; Ignacio Sánchez; Akos Kriston

A qualitative AI security risk assessment of autonomous vehicles 自动驾驶汽车的定性AI安全风险评估

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2024-12-01

OAAI

Grosse, Kathrin; Alahi, Alexandre

Backdoor learning curves: explaining backdoor poisoning beyond influence functions

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2024-09-26

OAAI

Cina, Antonio Emanuele; Grosse, Kathrin; Vascon, Sebastiano; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello

Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning

ACM COMPUTING SURVEYS

IF28

2023-07-13

OAAI

Cina, Antonio Emanuele; Grosse, Kathrin; Demontis, Ambra; Vascon, Sebastiano; Zellinger, Werner; Moser, Bernhard A.; Oprea, Alina; Biggio, Battista; Pelillo, Marcello; Roli, Fabio

Machine Learning Security in Industry: A Quantitative Survey 工业中的机器学习安全: 定量调查

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2023-01-01

OAAI

Grosse, Kathrin; Bieringer, Lukas; Besold, Tarek R.; Biggio, Battista; Krombholz, Katharina

Adversarial vulnerability bounds for Gaussian process classification

MACHINE LEARNING

IF2.9

2022-09-08

OAAI

Smith, Michael Thomas; Grosse, Kathrin; Backes, Michael; Alvarez, Mauricio A.