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Apostolis Zarras

Apostolos Zarras

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affiliation: Maastricht University, Department of Data Science and Knowledge Engineering, The Netherlands
affiliation: TU Munich, Department of Informatics, Germany
affiliation: Ruhr-University Bochum, Department of Electrical Engineering and Information Technology, Germany
affiliation: Ruhr-University Bochum, Horst Görtz Institute for IT-Security, Germany
affiliation: Foundation for Research and Technology Hellas (FORTH), Institute of Computer Science

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2020 – today

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2024
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Aristeidis Farao, Georgios Paparis, Sakshyam Panda, Emmanouil Panaousis, Apostolis Zarras, Christos Xenakis:
INCHAIN: a cyber insurance architecture with smart contracts and self-sovereign identity on top of blockchain. Int. J. Inf. Sec. 23(1): 347-371 (2024)
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Michail Smyrlis, Evangelos Floros, Ioannis Basdekis, Dumitru-Bogdan Prelipcean, Aristeidis Sotiropoulos, Hervé Debar, Apostolis Zarras, George Spanoudakis:
RAMA: a risk assessment solution for healthcare organizations. Int. J. Inf. Sec. 23(3): 1821-1838 (2024)
2023
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Panagiotis Bountakas, Apostolis Zarras, Alexios Lekidis, Christos Xenakis:
Defense strategies for Adversarial Machine Learning: A survey. Comput. Sci. Rev. 49: 100573 (2023)
[c35]
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Bojan Kolosnjaji, Apostolis Zarras:
Label-Efficient and Robust Learning from Multiple Experts. ICASSP 2023: 1-5
[c34]
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Marwan Adnan Darwish, Apostolis Zarras:
Digital Forgetting Using Key Decay. SAC 2023: 34-41
[c33]
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Charlie Groh, Sergej Proskurin, Apostolis Zarras:
Free Willy: Prune System Calls to Enhance Software Security. SAC 2023: 1522-1529
[c32]
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Misha Glazunov, Apostolis Zarras:
Vacant holes for unsupervised detection of the outliers in compact latent representation. UAI 2023: 701-711
[i5]
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  - journals/corr/abs-2306-09646
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Misha Glazunov, Apostolis Zarras:
Vacant Holes for Unsupervised Detection of the Outliers in Compact Latent Representation. CoRR abs/2306.09646 (2023)
[i4]
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  - journals/corr/abs-2310-10139
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Konstantinos Lampropoulos, Apostolis Zarras, Eftychia Lakka, Polyanthi Barmpaki, Kostas Drakonakis, Manos Athanatos, Hervé Debar, Andreas Alexopoulos, Aristeidis Sotiropoulos, George Tsakirakis, Nikos Dimakopoulos, Dimitris Tsolovos, Matthias Pocs, Michalis Smyrlis, Ioannis Basdekis, Georgios Spanoudakis, Ovidiu Mihaila, Bogdan Prelipcean, Eliot Salant, Sotiris Athanassopoulos, Petros Papachristou, Ioannis Ladakis, John Chang, Evangelos Floros, Konstantinos Smyrlis, Rouven Besters, Pietro Randine, Karianna Fjeld Lovaas, John Cooper, Iulia Ilie, Gabriel Danciu, Marwan Darwish Khabbaz:
White paper on cybersecurity in the healthcare sector. The HEIR solution. CoRR abs/2310.10139 (2023)
2022
[c31]
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Bogdan Covrig, Enrique Barrueco Mikelarena, Constanta Rosca, Catalina Goanta, Gerasimos Spanakis, Apostolis Zarras:
Upside Down: Exploring the Ecosystem of Dark Web Data Markets. SEC 2022: 489-506
[c30]
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Misha Glazunov, Apostolis Zarras:
Do Bayesian variational autoencoders know what they don't know? UAI 2022: 718-727
[i3]
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  - journals/corr/abs-2212-14272
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Misha Glazunov, Apostolis Zarras:
Do Bayesian Variational Autoencoders Know What They Don't Know? CoRR abs/2212.14272 (2022)
2021
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Apostolos Zarras:
The Strategy Configuration Problem and How to Solve It. EuroPLoP 2021: 9:1-9:11
[c28]
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Peng Xu, Claudia Eckert, Apostolis Zarras:
Falcon: Malware Detection and Categorization with Network Traffic Images. ICANN (1) 2021: 117-128
[c27]
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Peng Xu, Youyi Zhang, Claudia Eckert, Apostolis Zarras:
HawkEye: Cross-Platform Malware Detection with Representation Learning on Graphs. ICANN (3) 2021: 127-138
[c26]
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Mohammad Reza Norouzian, Peng Xu, Claudia Eckert, Apostolis Zarras:
Hybroid: Toward Android Malware Detection and Categorization with Program Code and Network Traffic. ISC 2021: 259-278
[c25]
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Peng Xu, Claudia Eckert, Apostolis Zarras:
Detecting and categorizing Android malware with graph neural networks. SAC 2021: 409-412
[i2]
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Peng Xu, Claudia Eckert, Apostolis Zarras:
hybrid-Flacon: Hybrid Pattern Malware Detection and Categorization with Network Traffic andProgram Code. CoRR abs/2112.10035 (2021)
2020
[c24]
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Peng Xu, Bojan Kolosnjaji, Claudia Eckert, Apostolis Zarras:
MANIS: evading malware detection system on graph structure. SAC 2020: 1688-1695

2010 – 2019

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2019
[c23]
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Apostolis Zarras, Ilias Gerostathopoulos, Daniel Méndez Fernández:
Can Today's Machine Learning Pass Image-Based Turing Tests? ISC 2019: 129-148
2018
[c22]
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Sergej Proskurin, Tamas K. Lengyel, Marius Momeu, Claudia Eckert, Apostolis Zarras:
Hiding in the Shadows: Empowering ARM for Stealthy Virtual Machine Introspection. ACSAC 2018: 407-417
[c21]
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Bojan Kolosnjaji, Antonia Hufner, Claudia Eckert, Apostolis Zarras:
Learning on a Budget for User Authentication on Mobile Devices. ICASSP 2018: 2042-2046
[c20]
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Sergej Proskurin, Julian Kirsch, Apostolis Zarras:
Follow the WhiteRabbit: Towards Consolidation of On-the-Fly Virtualization and Virtual Machine Introspection. SEC 2018: 263-277
[c19]
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Bruno Bierbaumer, Julian Kirsch, Thomas Kittel, Aurélien Francillon, Apostolis Zarras:
Smashing the Stack Protector for Fun and Profit. SEC 2018: 293-306
2017
[c18]
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George D. Webster, Bojan Kolosnjaji, Christian von Pentz, Julian Kirsch, Zachary D. Hanif, Apostolis Zarras, Claudia Eckert:
Finding the Needle: A Study of the PE32 Rich Header and Respective Malware Triage. DIMVA 2017: 119-138
[c17]
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Bojan Kolosnjaji, Ghadir Eraisha, George D. Webster, Apostolis Zarras, Claudia Eckert:
Empowering convolutional networks for malware classification and analysis. IJCNN 2017: 3838-3845
[c16]
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Apostolis Zarras, Federico Maggi:
Hiding Behind the Shoulders of Giants: Abusing Crawlers for Indirect Web Attacks. PST 2017: 355-364
[c15]
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Andrei Costin, Apostolis Zarras, Aurélien Francillon:
Towards Automated Classification of Firmware Images and Identification of Embedded Devices. SEC 2017: 233-247
[c14]
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Julian Kirsch, Clemens Jonischkeit, Thomas Kittel, Apostolis Zarras, Claudia Eckert:
Combating Control Flow Linearization. SEC 2017: 385-398
2016
[b1]
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Apostolos Zarras:
Towards detection and prevention of malicious activities against web applications and internet services. Ruhr University Bochum, 2016
[c13]
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Bojan Kolosnjaji, Apostolis Zarras, George D. Webster, Claudia Eckert:
Deep Learning for Classification of Malware System Call Sequences. Australasian Conference on Artificial Intelligence 2016: 137-149
[c12]
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Andrei Costin, Apostolis Zarras, Aurélien Francillon:
Automated Dynamic Firmware Analysis at Scale: A Case Study on Embedded Web Interfaces. AsiaCCS 2016: 437-448
[c11]
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Apostolis Zarras, Katharina Kohls, Markus Dürmuth, Christina Pöpper:
Neuralyzer: Flexible Expiration Times for the Revocation of Online Data. CODASPY 2016: 14-25
[c10]
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Bojan Kolosnjaji, Apostolis Zarras, Tamas K. Lengyel, George D. Webster, Claudia Eckert:
Adaptive Semantics-Aware Malware Classification. DIMVA 2016: 419-439
[c9]
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George D. Webster, Zachary D. Hanif, Andre L. P. Ludwig, Tamas K. Lengyel, Apostolis Zarras, Claudia Eckert:
SKALD: A Scalable Architecture for Feature Extraction, Multi-user Analysis, and Real-Time Information Sharing. ISC 2016: 231-249
[c8]
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Apostolis Zarras:
Leveraging Internet Services to Evade Censorship. ISC 2016: 253-270
2015
[c7]
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Apostolis Zarras, Antonis Papadogiannakis, Sotiris Ioannidis, Thorsten Holz:
Revealing the relationship network behind link spam. PST 2015: 101-108
[i1]
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Andrei Costin, Apostolis Zarras, Aurélien Francillon:
Automated Dynamic Firmware Analysis at Scale: A Case Study on Embedded Web Interfaces. CoRR abs/1511.03609 (2015)
2014
[c6]
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Apostolis Zarras:
The art of false alarms in the game of deception: Leveraging fake honeypots for enhanced security. ICCST 2014: 1-6
[c5]
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Apostolis Zarras, Alexandros Kapravelos, Gianluca Stringhini, Thorsten Holz, Christopher Kruegel, Giovanni Vigna:
The Dark Alleys of Madison Avenue: Understanding Malicious Advertisements. Internet Measurement Conference 2014: 373-380
[c4]
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Apostolis Zarras, Antonis Papadogiannakis, Robert Gawlik, Thorsten Holz:
Automated generation of models for fast and precise detection of HTTP-based malware. PST 2014: 249-256
2013
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Panagiotis Papadopoulos, Antonis Papadogiannakis, Michalis Polychronakis, Apostolis Zarras, Thorsten Holz, Evangelos P. Markatos:
k-subscription: privacy-preserving microblogging browsing through obfuscation. ACSAC 2013: 49-58
2012
[c2]
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Gianluca Stringhini, Manuel Egele, Apostolis Zarras, Thorsten Holz, Christopher Kruegel, Giovanni Vigna:
B@bel: Leveraging Email Delivery for Spam Mitigation. USENIX Security Symposium 2012: 16-32
2011
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Brett Stone-Gross, Ryan Stevens, Apostolis Zarras, Richard A. Kemmerer, Christopher Kruegel, Giovanni Vigna:
Understanding fraudulent activities in online ad exchanges. Internet Measurement Conference 2011: 279-294

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