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research/field

field

Security & Privacy

Trust in the machine — computer security, anomaly and intrusion detection, cryptography and adversarial robustness.

70
papers
10
researchers
1
venues

most-cited papers

70 total
Security & PrivacyIEEE Access
Anomaly Detection in Smart Environments: A Comprehensive Survey

4 authors

58 citations
Security & PrivacyPhysical Review Letters
Search for New Phenomena in Two-Body Invariant Mass Distributions Using Unsupervised Machine Learning for Anomaly Detection at <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msqrt><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msqrt><mml:mo>=</mml:mo><mml:mn>13</mml:mn><mml:mtext> </mml:mtext><mml:mtext> </mml:mtext><mml:mi>TeV</mml:mi></mml:mrow></mml:math> with the ATLAS Detector

100 authors

29 citations
Security & PrivacyProceedings of the VLDB Endowment
AutoTSAD: Unsupervised Holistic Anomaly Detection for Time Series Data

Thorsten Papenbrock

21 citations
Security & PrivacyIEEE Transactions on Information Forensics and Security
Privacy-Preserving Multi-Biometric Indexing Based on Frequent Binary Patterns

4 authors

16 citations
Security & PrivacyJournal of Artificial Intelligence Research
Does CLIP Know My Face?

Patrick Schramowski, Kristian Kersting

14 citations
Security & PrivacyIEEE Transactions on Biometrics Behavior and Identity Science
Mobile Contactless Fingerprint Presentation Attack Detection: Generalizability and Explainability

9 authors

11 citations
Security & PrivacyPeerJ Computer Science
Outlier detection for keystroke biometric user authentication

5 authors

9 citations
Security & PrivacyProcedia Computer Science
Unsupervised Correlation- and Interaction-Aware Anomaly Detection for Cyber-Physical Production Systems based on Graph Neural Networks

Bernhard Humm

9 citations
Security & Privacy
SSCL-IDS: Enhancing Generalization of Intrusion Detection with Self-Supervised Contrastive Learning

6 authors

9 citations
Security & PrivacyInternational Journal of Network Security & Its Applications
International Journal of Network Security &amp; Its Applications

2 authors

8 citations
Security & Privacy
NetNN: Neural Intrusion Detection System in Programmable Networks

6 authors

7 citations
Security & Privacy
TetraLoss: Improving the Robustness of Face Recognition Against Morphing Attacks

4 authors

7 citations

where it's published

AAAI1
other fields
NLP & Language ModelsComputer Vision & ImagingRobotics & AutonomyGenerative ModelsLearning Theory & OptimizationHealth & BiomedicineClimate, Energy & EnvironmentHuman-Computer Interaction & XRCognitive Science & Perception