Konstantin Böttinger

ExtDoktorand

Fraunhofer AISEC

Publications

2023		Localized Shortcut Removal XAI4CV @ CVPR2023
		R2-AD2: Detecting Anomalies by Analysing the Raw Gradient Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I
2022		Real or Fake? A Practical Method for Detecting Tempered Images IPAS2022
		Assessing the Impact of Transformations on Physical Adversarial Attacks Proceedings of the 15th {ACM} Workshop on Artificial Intelligence and Security
		Anomaly Detection by Recombining Gated Unsupervised Experts International Joint Conference on Neural Networks, IJCNN 2022. Proceedings
		Rectifying adversarial inputs using XAI techniques 2022 30th European Signal Processing Conference
		Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators 2022 International Joint Conference on Neural Networks
2021		DA3G: Detecting Adversarial Attacks by Analysing Gradients Computer Security ESORICS 2021
		Language Dependencies in Adversarial Attacks on Speech Recognition Systems 2021 ISCA Symposium on Security and Privacy in Speech Communication
		Visualizing Automatic Speech Recognition Means for a Better Understanding? 2021 ISCA Symposium on Security and Privacy in Speech Communication
2019		Stack Overflow Considered Helpful! Deep Learning Security Nudges Towards Stronger Cryptography 28th USENIX Security Symposium (USENIX Security 19)
2018		High-performance unsupervised anomaly detection for cyber-physical system networks Workshop on Cyber-Physical Systems Security and PrivaCy (CPS-SPC)
		Deep Reinforcement Fuzzing IEEE Symposium on Security and Privacy Workshops, SPW 2018
2017		Guiding a colony of black-box fuzzers with chemotaxis SPW 2017, IEEE Symposium on Security and Privacy Workshops.
		Stack overflow considered harmful? The impact of copy&paste on Android application security IEEE Symposium on Security and Privacy, SP 2017
2016		Fuzzing binaries with Lévy flight swarms EURASIP journal on information security (2016)
		DeepFuzz: Triggering vulnerabilities deeply hidden in binaries Detection of intrusions and malware, and vulnerability assessment. 13th International Conference
		Detecting and correlating supranational threats for critical infrastructures 15th European Conference on Cyber Warfare and Security
		Hunting bugs with Lévy flight foraging IEEE Symposium on Security and Privacy Workshops, SPW 2016
2015		Detecting Fingerprinted Data in TLS Traffic Proceedings of the ACM Symposium on Information, Computer and Communications Security (ASIACCS)
2012		A Secure Architecture for Smart Meter Systems 4th International Symposium on Cyberspace Safety and Security (CSS 2012)