Alexander Warnecke

23 papers A* 2A 2C 1Journal 8Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BlackIce: A Containerized Red Teaming Toolkit for AI Security Testing. CoRR Caelin Kaplan, Alexander Warnecke, Neil D. Archibald
2024	—	`conf`	Battery Health Prediction Using Commixtured Multi-Feature Selection and Transfer Learning. ISGT Asia Nitika Ghosh, Akhil Garg, Alexander Warnecke
2024	A	`conf`	Evil from Within: Machine Learning Backdoors Through Dormant Hardware Trojans. ACSAC Alexander Warnecke, Julian Speith, Jan-Niklas Möller, Konrad Rieck, Christof Paar
2024	J	`jnl`	Manipulating Feature Visualizations with Gradient Slingshots. CoRR Dilyara Bareeva, Marina M.-C. Höhne, Alexander Warnecke, Lukas Pirch, Klaus-Robert Müller, Konrad Rieck, Kirill Bykov
2024	J	`jnl`	Pitfalls in Machine Learning for Computer Security. Commun. ACM Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck
2024	—	`—`	Security viewpoints on explainable machine learning. Alexander Warnecke
2023	J	`jnl`	Evil from Within: Machine Learning Backdoors through Hardware Trojans. CoRR Alexander Warnecke, Julian Speith, Jan-Niklas Möller, Konrad Rieck, Christof Paar
2023	J	`jnl`	Lessons Learned on Machine Learning for Computer Security. IEEE Secur. Priv. Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck
2023	A*	`conf`	Machine Unlearning of Features and Labels. NDSS Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck
2022	A*	`conf`	Dos and Don'ts of Machine Learning in Computer Security. USENIX Security Symposium Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck
2022	C	`conf`	State of Health Estimation of Lithium-Ion Batteries for Dynamic Driving Profiles Based on Feature Extraction from Battery Relaxation Time Using Machine Learning. IECON Nitika Ghosh, Akhil Garg, Alexander Warnecke, Bijaya K. Panigrahi
2021	—	`conf`	Concept of a Cloud State Modeling System for Lead-Acid Batteries: Theory and Prototyping. ICEIC Felix Kortmann, Daniel Brieske, Pia Piekarek, Julian Eckstein, Alexander Warnecke, Paul Drews, Dirk Uwe Sauer
2021	—	`conf`	Explaining Graph Neural Networks for Vulnerability Discovery. AISec@CCS Tom Ganz, Martin Härterich, Alexander Warnecke, Konrad Rieck
2021	J	`jnl`	Machine Unlearning of Features and Labels. CoRR Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck
2021	—	`conf`	TagVet: Vetting Malware Tags using Explainable Machine Learning. EuroSec@EuroSys Lukas Pirch, Alexander Warnecke, Christian Wressnegger, Konrad Rieck
2020	—	`conf`	Applying Quarter-Vehicle Model Simulation for Road Elevation Measurements Utilizing the Vehicle Level Sensor. VTC Fall Felix Kortmann, Malte Rodeheger, Alexander Warnecke, Nicolas Meier, Jens Heger, Burkhardt Funk, Paul Drews
2020	—	`conf`	Creating Value from in-Vehicle Data: Detecting Road Surfaces and Road Hazards. ITSC Felix Kortmann, Yi-Chen Hsu, Alexander Warnecke, Nicolas Meier, Jens Heger, Burkhardt Funk, Paul Drews
2020	—	`conf`	Detecting Various Road Damage Types in Global Countries Utilizing Faster R-CNN. IEEE BigData Felix Kortmann, Kevin Talits, Pascal Fassmeyer, Alexander Warnecke, Nicolas Meier, Jens Heger, Paul Drews, Burkhardt Funk
2020	J	`jnl`	Dos and Don'ts of Machine Learning in Computer Security. CoRR Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck
2020	A	`conf`	Evaluating Explanation Methods for Deep Learning in Security. EuroS&P Alexander Warnecke, Daniel Arp, Christian Wressnegger, Konrad Rieck
2020	—	`conf`	Live Demonstration: Passive Sensor Setup for Road Condition Monitoring. IEEE SENSORS Felix Kortmann, Julin Horstkötter, Alexander Warnecke, Nicolas Meier, Jens Heger, Burkhardt Funk, Paul Drews
2019	J	`jnl`	Don't Paint It Black: White-Box Explanations for Deep Learning in Computer Security. CoRR Alexander Warnecke, Daniel Arp, Christian Wressnegger, Konrad Rieck
2017	—	`conf`	Convolutional Neural Networks for Movement Prediction in Videos. GCPR Alexander Warnecke, Timo Lüddecke, Florentin Wörgötter