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Publication search results
found 31 matches
- 2024
- Jacob R. Kauffmann, Malte Esders, Lukas Ruff, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller:
From Clustering to Cluster Explanations via Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1926-1940 (2024) - 2021
- Lukas Ruff, Jacob R. Kauffmann, Robert A. Vandermeulen, Grégoire Montavon, Wojciech Samek, Marius Kloft, Thomas G. Dietterich, Klaus-Robert Müller:
A Unifying Review of Deep and Shallow Anomaly Detection. Proc. IEEE 109(5): 756-795 (2021) - Grégoire Ferré:
Stochastic viscosity approximations of Hamilton-Jacobi equations and variance reduction. CoRR abs/2111.10819 (2021) - 2020
- Jacob R. Kauffmann, Klaus-Robert Müller, Grégoire Montavon:
Towards explaining anomalies: A deep Taylor decomposition of one-class models. Pattern Recognit. 101: 107198 (2020) - Grégoire Montavon, Jacob R. Kauffmann, Wojciech Samek, Klaus-Robert Müller:
Explaining the Predictions of Unsupervised Learning Models. xxAI@ICML 2020: 117-138 - Jacob R. Kauffmann, Lukas Ruff, Grégoire Montavon, Klaus-Robert Müller:
The Clever Hans Effect in Anomaly Detection. CoRR abs/2006.10609 (2020) - Lukas Ruff, Jacob R. Kauffmann, Robert A. Vandermeulen, Grégoire Montavon, Wojciech Samek, Marius Kloft, Thomas G. Dietterich, Klaus-Robert Müller:
A Unifying Review of Deep and Shallow Anomaly Detection. CoRR abs/2009.11732 (2020) - 2019
- Jacob R. Kauffmann, Malte Esders, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller:
From Clustering to Cluster Explanations via Neural Networks. CoRR abs/1906.07633 (2019) - 2018
- Jacob R. Kauffmann, Klaus-Robert Müller, Grégoire Montavon:
Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models. CoRR abs/1805.06230 (2018) - Jacob R. Kauffmann, Grégoire Montavon, Luiz Alberto Lima, Shinichi Nakajima, Klaus-Robert Müller, Nico Görnitz:
Unsupervised Detection and Explanation of Latent-class Contextual Anomalies. CoRR abs/1806.11326 (2018) - 2017
- Richard Schreiber, Julia A. Gregoire, Jacob E. Shaha, Steven H. Shaha:
Think time: A novel approach to analysis of clinicians' behavior after reduction of drug-drug interaction alerts. Int. J. Medical Informatics 97: 59-67 (2017) - 2016
- Matthieu Jacobs, Nicolas Grégoire, William Couet, Jurgen B. Bulitta:
Distinguishing Antimicrobial Models with Different Resistance Mechanisms via Population Pharmacodynamic Modeling. PLoS Comput. Biol. 12(3) (2016) - Xavier Corbillon, Florian Boyrivent, Gregoire Asselin De Williencourt, Gwendal Simon, Géraldine Texier, Jacob Chakareski:
Efficient lightweight video packet filtering for large-scale video data delivery. ICME Workshops 2016: 1-6 - Jean-Louis Roujean, Dominique Carrer, Grégoire Jacob, Xavier Ceamanos, Suman Moparthy:
Merged MSG and EPS land surface albedo products in the frame of the LSA SAF project: Method and validation over Europe. IGARSS 2016: 4525-4527 - 2015
- Gustavo Gonzalez Granadillo, Grégoire Jacob, Hervé Debar:
Attack Volume Model: Geometrical Approach and Application. CRiSIS 2015: 242-257 - Gianluca Stringhini, Pierre Mourlanne, Grégoire Jacob, Manuel Egele, Christopher Kruegel, Giovanni Vigna:
EVILCOHORT: Detecting Communities of Malicious Accounts on Online Services. USENIX Security Symposium 2015: 563-578 - 2014
- Gustavo Gonzalez Granadillo, Malek Belhaouane, Hervé Debar, Grégoire Jacob:
RORI-based countermeasure selection using the OrBAC formalism. Int. J. Inf. Sec. 13(1): 63-79 (2014) - 2012
- Grégoire Jacob, Paolo Milani Comparetti, Matthias Neugschwandtner, Christopher Kruegel, Giovanni Vigna:
A Static, Packer-Agnostic Filter to Detect Similar Malware Samples. DIMVA 2012: 102-122 - Gustavo Gonzalez Granadillo, Hervé Debar, Grégoire Jacob, Chrystel Gaber, Mohammed Achemlal:
Individual Countermeasure Selection Based on the Return On Response Investment Index. MMM-ACNS 2012: 156-170 - Yosra Ben Mustapha, Hervé Debar, Grégoire Jacob:
Limitation of Honeypot/Honeynet Databases to Enhance Alert Correlation. MMM-ACNS 2012: 203-217 - Grégoire Jacob, Engin Kirda, Christopher Kruegel, Giovanni Vigna:
PUBCRAWL: Protecting Users and Businesses from CRAWLers. USENIX Security Symposium 2012: 507-522 - 2011
- Matthias Neugschwandtner, Paolo Milani Comparetti, Grégoire Jacob, Christopher Kruegel:
FORECAST: skimming off the malware cream. ACSAC 2011: 11-20 - Grégoire Jacob, Ralf Hund, Christopher Kruegel, Thorsten Holz:
JACKSTRAWS: Picking Command and Control Connections from Bot Traffic. USENIX Security Symposium 2011 - 2010
- Grégoire Jacob, Eric Filiol, Hervé Debar:
Formalization of Viruses and Malware Through Process Algebras. ARES 2010: 597-602 - 2009
- Grégoire Jacob, Eric Filiol, Hervé Debar:
Functional polymorphic engines: formalisation, implementation and use cases. J. Comput. Virol. 5(3): 247-261 (2009) - Grégoire Jacob, Hervé Debar, Eric Filiol:
Malware Behavioral Detection by Attribute-Automata Using Abstraction from Platform and Language. RAID 2009: 81-100 - Grégoire Jacob, Hervé Debar, Eric Filiol:
Malware Detection using Attribute-Automata to parse Abstract Behavioral Descriptions. CoRR abs/0902.0322 (2009) - Grégoire Jacob, Eric Filiol, Hervé Debar:
Formalization of malware through process calculi. CoRR abs/0902.0469 (2009) - 2008
- Grégoire Jacob, Hervé Debar, Eric Filiol:
Behavioral detection of malware: from a survey towards an established taxonomy. J. Comput. Virol. 4(3): 251-266 (2008) - Grégoire Jacob, Eric Filiol, Hervé Debar:
Malware as interaction machines: a new framework for behavior modelling. J. Comput. Virol. 4(3): 235-250 (2008)
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