Faculty of Computer Science and Engineering
OrgUnit's Publications
(Articles)
Results 1-6 of 6 (Search time: 0.005 seconds).
Preview | Title | Author(s) | Issue Date | Type | |
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1 | Rapid Aspect-Oriented Assessment of Relational Database Design Assignments | Ajanovski, Vangel V. | 21-Sep-2022 | Proceeding article | |
2 | Inclusive Higher Education during the Covid-19 Pandemic | Zdravkova, Katerina ; Krasniqi, Venera | Sep-2021 | Proceeding article | |
3 | Fog Computing for Personal Health: Case Study for Sleep Apnea Detection | Ace Dimitrievski; Snezana Savoska; Trajkovikj, Vladimir | 29-May-2020 | Proceeding article | |
4 | Estimation of Blood Pressure from Arterial Blood Pressure using PPG Signals | Mladenovska, Teodora; Madevska Bogdanova, Ana ; Kostoska, Magdalena ; Koteska, Bojana ; Ackovska, Nevena | Aug-2023 | Proceeding article | |
5 | Epidemic spreading model of COVID-19 | Basnarkov, Lasko | 24-May-2020 | Article | |
6 | dbLearn*: Open-Source System and a Set of Practices for Conducting Iterative Exercises and Exams in a Databases Course | Ajanovski, Vangel | 6-Oct-2021 | Proceeding article |
OrgUnit's Researchers publications
(Dept/Workgroup Publication)
Subject
- 1 Information Security Policy
- 1 lightweight cryptography, cryptanalysis, known plaintext attack, machine learning, deep learning
- 1 Machine learning, DES, Cryptanalysis, Neural networks, Datasets
- 1 network steganography; medical informatics; HIS; PACS; CT scanners; MRI scanners; ultrasound
- 1 non-compliance
- 1 Our research focuses on attacking Ascon, a lightweight block cipher presented as a candidate in the NIST Lightweight Cryptography Standardization Process. This block cipher provides authenticated encryption with associated data functionalities. We propose a cryptanalysis model based on deep learning (DL), where the goal is to predict plaintext bits given knowledge of the ciphertext and other publicly known cipher input parameters. Our experiments show that such knownplaintext attacks can be successfully executed on a round reduced version of the cipher stripped of the finalization phase. This, in turn, validates the theoretical results. Cryptographic algorithms are complex for the purpose of security and cannot be easily broken by an ML model in their regular form (not reduced). We explore multiple dataset generation techniques, model design, and training hyperparameters.
- 1 quality
- 1 Security
- 1 StegYou Crypt-steganography Machine learning Stego-image
- 1 Teaching, learning, mathematics, computer science studies
- < previous next >
Type
Fulltext
- 17 No Fulltext
- 15 With Fulltext
Results 1-20 of 32 (Search time: 0.024 seconds).
Preview | Title | Author(s) | Issue Date | Type | |
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1 | Algorithm for Reducing Storage in Blockchain based on Secret Sharing | Popovska-Mitrovikj, Aleksandra; Mechkaroska, Daniela; Dimitrova, Vesna ; Bakeva, Verica | Jun-2020 | Article | |
2 | Analysis of Cyberattacks in the Western Balkans Countries and Croatia with a focus on the treatment of policy violations and strategies that states use to protect against attacks – Review | Mollakuqe, Elissa; Dimitrova, Vesna ; Popovska-Mitrovikj, Aleksandra | 2023 | Journal Article | |
3 | Application of Machine Learning in Cryptanalysis Concerning Algorithms from Symmetric Cryptography | Gjorgjievska Perusheska, Milena; Dimitrova, Vesna ; Popovska-Mitrovikj, Aleksandra; Andonov, Stefan | 2021 | Book chapter | |
4 | Application of Machine Learning in DES Cryptanalysis | Andonov, Stefan ; Dobreva, Jovana; Lumburovska, Lina; Pavlov, Stefan; Dimitrova, Vesna ; Popovska Mitrovikj, Aleksandra | 24-Sep-2020 | Proceedings | |
5 | Applications of Quasigroups in Cryptography and Coding Theory | Markovski, Smile ; Bakeva, Verica ; Dimitrova, Vesna ; Mileva, Aleksandra ; Popovska-Mitrovikj, Aleksandra; Mihajloska Trpcheska, Hristina | 2023 | Book chapter | |
6 | Approaching a DoS attack using change and risk management methods | Pavlov, Stefan; Dimitrova, Vesna ; Antovski, Ljupco | 2020 | Journal Article | |
7 | Approaching a DoS attack using change and risk management methods | Pavlov, Stefan; Dimitrova, Vesna ; Antovski, Ljupco | 2020 | Article | |
8 | Assessing the State of Digital Security in North Macedonia: a Study of Readiness, Capacity and Threats | Atanasovski, Simon; Mihajlovska, Marinela; Mollakuqe, Elissa; Popovska-Mitrovikj, Aleksandra; Dimitrova, Vesna | Jul-2023 | Proceeding article | |
9 | Block cipher defined by matrix presentation of quasigroups | Markovski, Smile ; Dimitrova, Vesna ; Trajcheska, Zlatka; Petkovska, Marija; Kostadinoski, Mile; Buhov, Damjan | 2021 | Journal Article | |
10 | Classification of Finite Groupoids of Order 3 by Using Image Patterns | Mollakuqe, Elissa; Markovski, Smile ; Dimitrova, Vesna | 2022 | Proceeding article | |
11 | Cryptanalysis of Round-Reduced ASCON powered by ML | Jankovikj, Dushica; Mihajloska Trpceska, Hristina; Dimitrova, Vesna | 5-May-2022 | Proceedings | |
12 | Cryptanalysis of Round-Reduced ASCON powered by ML | Jankovikj, Dushica; Mihajloska Trpceska, Hristina; Dimitrova, Vesna | 2022 | Proceedings | |
13 | DATA CLASSIFICATION BASED ON SENSITIVITY IN PUBLIC AND PRIVATE ENTERPRISES IN THE REPUBLIC OF KOSOVO | Mollakuqe, Elissa; Dimitrova, Vesna ; Popovska-Mitrovikj, Aleksandra | 2022 | Proceeding article | |
14 | Deep Learning-based Cryptanalysis of Different AES Modes of Operation | Gjorgjievska Perusheska, Milena; Mihajloska Trpcheska, Hristina; Dimitrova, Vesna | 2022 | Proceeding article | |
15 | Detecting Malware in Android Applications using XGBoost | Kitanovski, Aleksandar; Mihajloska Trpcheska, Hristina; Dimitrova, Vesna | Jul-2023 | Proceeding article | |
16 | EXPERIENCES IN DIGITALIZATION OF MATHEMATICS LEARNING IN HIGHER EDUCATION | Joksimoski, Boban ; Popovska-Mitrovikj, Aleksandra; Dimitrova, Vesna ; Chorbev, Ivan | Mar-2023 | Article | |
17 | Forensics investigation comparison of privacy-oriented cryptocurrencies | Taneska, Marija; Dobreva, Jovana; Dimitrova, Vesna | 2022 | Article | |
18 | Implementation of a New E-voting System based on Blockchain using ECDSA with Blind Signatures | Lumburovska, Lina; Dimitrova, Vesna ; Popovska-Mitrovikj, Aleksandra | 28-Jan-2023 | Article | |
19 | IMPROVING TEACHING AND LEARNING MATHEMATICS COURSES IN COMPUTER SCIENCE AND ENGINEERING STUDIES | Dimitrova, Vesna ; Popovska Mitrovikj, Aleksandra ; CHorbev, Ivan ; Joksimoski, Boban | 8-Mar-2021 | Article | |
20 | Information Hiding in the DICOM Message Service and Upper Layer Service with Entropy-Based Detection | Mileva, Aleksandra ; Velinov, Aleksandar; Dimitrova, Vesna ; Caviglione, Luca; Wendzel, Steffen | 25-Jan-2022 | Article |
Organization name
Faculty of Computer Science and Engineering
Parent OrgUnit
City
Skopje
Country
Macedonia, the Former Yugoslav Republic of