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155 results on '"Pavlidis, Michalis"'

3. BotDroid: Permission-Based Android Botnet Detection Using Neural Networks

Author

Seraj, Saeed, Pimenidis, Elias, Pavlidis, Michalis, Kapetanakis, Stelios, Trovati, Marcello, Polatidis, Nikolaos, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Chen, Phoebe, Editorial Board Member, Cuzzocrea, Alfredo, Editorial Board Member, Du, Xiaoyong, Editorial Board Member, Kara, Orhun, Editorial Board Member, Liu, Ting, Editorial Board Member, Sivalingam, Krishna M., Editorial Board Member, Slezak, Dominik, Editorial Board Member, Washio, Takashi, Editorial Board Member, Yang, Xiaokang, Editorial Board Member, Yuan, Junsong, Editorial Board Member, Iliadis, Lazaros, editor, Maglogiannis, Ilias, editor, Alonso, Serafin, editor, Jayne, Chrisina, editor, and Pimenidis, Elias, editor

Published
2023
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7. From product recommendation to cyber-attack prediction: Generating attack graphs and predicting future attacks

Author

Polatidis, Nikolaos, Pimenidis, Elias, Pavlidis, Michalis, Papastergiou, Spyridon, and Mouratidis, Haralambos

Subjects
Computer Science - Information Retrieval
Abstract

Modern information society depends on reliable functionality of information systems infrastructure, while at the same time the number of cyber-attacks has been increasing over the years and damages have been caused. Furthermore, graphs can be used to show paths than can be exploited by attackers to intrude into systems and gain unauthorized access through vulnerability exploitation. This paper presents a method that builds attack graphs using data supplied from the maritime supply chain infrastructure. The method delivers all possible paths that can be exploited to gain access. Then, a recommendation system is utilized to make predictions about future attack steps within the network. We show that recommender systems can be used in cyber defense by predicting attacks. The goal of this paper is to identify attack paths and show how a recommendation method can be used to classify future cyber-attacks in terms of risk management. The proposed method has been experimentally evaluated and validated, with the results showing that it is both practical and effective.

Published
2018

10. A Holistic Approach for Privacy Requirements Analysis: An Industrial Case Study

Author

Gharib, Mohamad, Giorgini, Paolo, Salnitri, Mattia, Paja, Elda, Mouratidis, Haralambos, Pavlidis, Michalis, Ruiz, Jose Fran., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Salnitri, Mattia, editor, Jürjens, Jan, editor, Mouratidis, Haralambos, editor, Mancini, Loredana, editor, and Giorgini, Paolo, editor

Published
2020
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11. Visual Privacy Management

Author

Peldszus, Sven, Ahmadian, Amir Shayan, Salnitri, Mattia, Jürjens, Jan, Pavlidis, Michalis, Mouratidis, Haralambos, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Salnitri, Mattia, editor, Jürjens, Jan, editor, Mouratidis, Haralambos, editor, Mancini, Loredana, editor, and Giorgini, Paolo, editor

Published
2020
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12. DEFeND DSM: A Data Scope Management Service for Model-Based Privacy by Design GDPR Compliance

Author

Piras, Luca, Al-Obeidallah, Mohammed Ghazi, Pavlidis, Michalis, Mouratidis, Haralambos, Tsohou, Aggeliki, Magkos, Emmanouil, Praitano, Andrea, Iodice, Annarita, Crespo, Beatriz Gallego-Nicasio, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Gritzalis, Stefanos, editor, Weippl, Edgar R., editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2020
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13. Privacy, Security, Legal and Technology Acceptance Requirements for a GDPR Compliance Platform

Author

Tsohou, Aggeliki, Magkos, Manos, Mouratidis, Haralambos, Chrysoloras, George, Piras, Luca, Pavlidis, Michalis, Debussche, Julien, Rotoloni, Marco, Crespo, Beatriz Gallego-Nicasio, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Katsikas, Sokratis, editor, Cuppens, Frédéric, editor, Cuppens, Nora, editor, Lambrinoudakis, Costas, editor, Kalloniatis, Christos, editor, Mylopoulos, John, editor, Antón, Annie, editor, Gritzalis, Stefanos, editor, Pallas, Frank, editor, Pohle, Jörg, editor, Sasse, Angela, editor, Meng, Weizhi, editor, Furnell, Steven, editor, and Garcia-Alfaro, Joaquin, editor

Published
2020
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14. A Conceptual Redesign of a Modelling Language for Cyber Resiliency of Healthcare Systems

Author

Athinaiou, Myrsini, Mouratidis, Haralambos, Fotis, Theo, Pavlidis, Michalis, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Katsikas, Sokratis, editor, Cuppens, Frédéric, editor, Cuppens, Nora, editor, Lambrinoudakis, Costas, editor, Kalloniatis, Christos, editor, Mylopoulos, John, editor, Antón, Annie, editor, Gritzalis, Stefanos, editor, Pallas, Frank, editor, Pohle, Jörg, editor, Sasse, Angela, editor, Meng, Weizhi, editor, Furnell, Steven, editor, and Garcia-Alfaro, Joaquin, editor

Published
2020
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15. MadDroid: malicious adware detection in Android using deep learning.

Author

Seraj, Saeed, Pavlidis, Michalis, Trovati, Marcello, and Polatidis, Nikolaos

Subjects
DEEP learning, CONVOLUTIONAL neural networks, MOBILE apps, ADVERTISING costs
Abstract

The majority of Android smartphone apps are free. When an application is used, advertisements are displayed in order to generate revenue. Adware-related advertising fraud costs billions of dollars each year. Adware is a form of advertising-supported software, that turns into malware when it automatically installs additional malware and adware on an infected device, steals user data, and exposes other vulnerabilities. Better techniques for detecting adware are needed due to the evolution of increasingly sophisticated evasive malware, particularly adware. Even though significant work has been done in the area of malware detection, the adware family has received very little attention. This paper presents a deep learning-based scheme called MadDroid to detect malicious Android adware based on static features. Moreover, this paper delivers a novel dataset that consists of malicious Adware and benign applications and an optimised Convolutional neural network (CNN) for detecting Adware infected by malware based on the permissions of the applications. The results indicate an average classification rate that is higher than previous work for individual adware family classification in terms of well-known evaluation metrics. [ABSTRACT FROM AUTHOR]

Published
2024
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19. DEFeND Architecture: A Privacy by Design Platform for GDPR Compliance

Author

Piras, Luca, Al-Obeidallah, Mohammed Ghazi, Praitano, Andrea, Tsohou, Aggeliki, Mouratidis, Haralambos, Gallego-Nicasio Crespo, Beatriz, Bernard, Jean Baptiste, Fiorani, Marco, Magkos, Emmanouil, Sanz, Andrès Castillo, Pavlidis, Michalis, D’Addario, Roberto, Zorzino, Giuseppe Giovanni, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Gritzalis, Stefanos, editor, Weippl, Edgar R., editor, Katsikas, Sokratis K., editor, Anderst-Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2019
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21. Towards the Definition of a Security Incident Response Modelling Language

Author

Athinaiou, Myrsini, Mouratidis, Haralambos, Fotis, Theo, Pavlidis, Michalis, Panaousis, Emmanouil, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Furnell, Steven, editor, Mouratidis, Haralambos, editor, and Pernul, Günther, editor

Published
2018
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22. Evaluation of a Security and Privacy Requirements Methodology Using the Physics of Notation

Author

Diamantopoulou, Vasiliki, Pavlidis, Michalis, Mouratidis, Haralambos, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Katsikas, Sokratis K., editor, Cuppens, Frédéric, editor, Cuppens, Nora, editor, Lambrinoudakis, Costas, editor, Kalloniatis, Christos, editor, Mylopoulos, John, editor, Antón, Annie, editor, and Gritzalis, Stefanos, editor

Published
2018
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24. Recommender Systems Meeting Security: From Product Recommendation to Cyber-Attack Prediction

Author

Polatidis, Nikolaos, Pimenidis, Elias, Pavlidis, Michalis, Mouratidis, Haralambos, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Liu, Ting, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Boracchi, Giacomo, editor, Iliadis, Lazaros, editor, Jayne, Chrisina, editor, and Likas, Aristidis, editor

Published
2017
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25. Privacy Data Management and Awareness for Public Administrations: A Case Study from the Healthcare Domain

Author

Diamantopoulou, Vasiliki, Angelopoulos, Konstantinos, Flake, Julian, Praitano, Andrea, Ruiz, José Francisco, Jürjens, Jan, Pavlidis, Michalis, Bonutto, Dimitri, Sanz, Andrès Castillo, Mouratidis, Haralambos, Robles, Javier García, Tozzi, Alberto Eugenio, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Schweighofer, Erich, editor, Leitold, Herbert, editor, Mitrakas, Andreas, editor, and Rannenberg, Kai, editor

Published
2017
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26. Selecting Security Mechanisms in Secure Tropos

Author

Pavlidis, Michalis, Mouratidis, Haralambos, Panaousis, Emmanouil, Argyropoulos, Nikolaos, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Lopez, Javier, editor, Fischer-Hübner, Simone, editor, and Lambrinoudakis, Costas, editor

Published
2017
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30. Addressing Privacy and Trust Issues in Cultural Heritage Modelling

Author

Pavlidis, Michalis, Mouratidis, Haralambos, Gonzalez-Perez, Cesar, Kalloniatis, Christos, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Lambrinoudakis, Costas, editor, and Gabillon, Alban, editor

Published
2016
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33. DEFeND Architecture: A Privacy by Design Platform for GDPR Compliance

Author

Piras, Luca, primary, Al-Obeidallah, Mohammed Ghazi, additional, Praitano, Andrea, additional, Tsohou, Aggeliki, additional, Mouratidis, Haralambos, additional, Gallego-Nicasio Crespo, Beatriz, additional, Bernard, Jean Baptiste, additional, Fiorani, Marco, additional, Magkos, Emmanouil, additional, Sanz, Andrès Castillo, additional, Pavlidis, Michalis, additional, D’Addario, Roberto, additional, and Zorzino, Giuseppe Giovanni, additional

Published
2019
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34. Trustworthy Selection of Cloud Providers Based on Security and Privacy Requirements: Justifying Trust Assumptions

Author

Pavlidis, Michalis, Mouratidis, Haralambos, Kalloniatis, Christos, Islam, Shareeful, Gritzalis, Stefanos, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Furnell, Steven, editor, Lambrinoudakis, Costas, editor, and Lopez, Javier, editor

Published
2013
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40. Privacy Data Management and Awareness for Public Administrations: A Case Study from the Healthcare Domain

Author

Diamantopoulou, Vasiliki, primary, Angelopoulos, Konstantinos, additional, Flake, Julian, additional, Praitano, Andrea, additional, Ruiz, José Francisco, additional, Jürjens, Jan, additional, Pavlidis, Michalis, additional, Bonutto, Dimitri, additional, Sanz, Andrès Castillo, additional, Mouratidis, Haralambos, additional, Robles, Javier García, additional, and Tozzi, Alberto Eugenio, additional

Published
2017
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49. Addressing the welfare needs of farmed lumpfish: Knowledge gaps, challenges and solutions

Author

Garcia de Leaniz, Carlos, primary, Gutierrez Rabadan, Carolina, additional, Barrento, Sara I., additional, Stringwell, Rebecca, additional, Howes, Paul N., additional, Whittaker, Ben A., additional, Minett, Jessica F., additional, Smith, Robert G., additional, Pooley, Craig L., additional, Overland, Ben J., additional, Biddiscombe, Leigh, additional, Lloyd, Richard, additional, Consuegra, Sofia, additional, Maddocks, Jake K., additional, Deacon, Paul T. J., additional, Jennings, Ben T., additional, Rey Planellas, Sonia, additional, Deakin, Amanda, additional, Moore, Amber I., additional, Phillips, Daniel., additional, Bardera, Guillermo, additional, Castanheira, Maria F., additional, Scolamacchia, Maria, additional, Clarke, Nancy, additional, Parker, Ollie, additional, Avizienius, John, additional, Johnstone, Malcolm, additional, and Pavlidis, Michalis, additional

Published
2021
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