Nils Kemmerzell

11 papers A* 1Misc 1Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Towards a Better Understanding of Evaluating Trustworthiness in AI Systems.
ACM Comput. Surv.
Nils Kemmerzell, Annika Schreiner, Haroon Khalid, Michael Schalk, Letizia Bordoli
2025 — conf
Unveiling Privacy Risks in WebGPU through Hardware-based Device Fingerprinting.
WISEC
Konrad Hohentanner, Nils Kemmerzell, Steffen Florschütz
2024 J jnl
Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction.
CoRR
Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
2024 A* conf
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks.
IJCAI
Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao
2024 J jnl
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks.
CoRR
Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao
2024 Misc conf
Quantifying the Trade-Offs Between Dimensions of Trustworthy AI - An Empirical Study on Fairness, Explainability, Privacy, and Robustness.
KI
Nils Kemmerzell, Annika Schreiner
2024 — conf
Towards a Quantitative Evaluation Framework for Trustworthy AI in Facial Analysis.
HICSS
Annika Schreiner, Nils Kemmerzell
2023 — conf
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction.
AI (2)
Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
2023 — conf
Disentangling the Linguistic Competence of Privacy-Preserving BERT.
BlackboxNLP@EMNLP
Stefan Arnold, Nils Kemmerzell, Annika Schreiner
2023 J jnl
Disentangling the Linguistic Competence of Privacy-Preserving BERT.
CoRR
Stefan Arnold, Nils Kemmerzell, Annika Schreiner
2023 J jnl
XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process.
Mach. Learn. Knowl. Extr.
Tobias Clement, Nils Kemmerzell, Mohamed Abdelaal, Michael Amberg