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2021
1 Volden, Øystein; Solnør, Petter; Petrovic, Slobodan; Fossen, Thor I..
Secure and Efficient Transmission of Vision-Based Feedback Control Signals. Journal of Intelligent and Robotic Systems 2021 ;Volum 103. s. -
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2020
2 Petrovic, Slobodan; Sidorova, Julia.
Constrained Approximate Search Algorithms in Knowledge Discovery. Modern Information Technologies and IT-Education 2020
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2019
3 Chitrakar, Ambika Shrestha; Petrovic, Slobodan.
Efficient k-means Using Triangle Inequality on Spark for Cyber Security Analytics. I: IWSPA '19 Proceedings of the ACM International Workshop on Security and Privacy Analytics. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6178-1. s. 37-45
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4 Shi, Lelai; Liu, Suhui; Petrovic, Slobodan.
Cryptanalysis of a Pseudorandom Generator for Cross-Border E-Commerce. Ingénierie des Systèmes d'Information 2019 ;Volum 24.(4) s. 361-365
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2018
5 Chitrakar, Ambika Shrestha; Petrovic, Slobodan.
Analyzing Digital Evidence Using Parallel k-means with Triangle Inequality on Spark. I: 2018 IEEE International Conference on Big Data (Big Data), Seattle, 10-13 Dec. 2018. IEEE 2018 ISBN 978-1-5386-5035-6. s. 3049-3058
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6 Chitrakar, Ambika Shrestha; Petrovic, Slobodan.
Collecting Network Evidence Using Constrained Approximate Search Algorithms. IFIP Advances in Information and Communication Technology 2018 ;Volum 532. s. 141-160
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7 Chitrakar, Ambika Shrestha; Petrovic, Slobodan.
Parallel k means clustering with triangle inequality on Spark. Swedish Data Science Workshop (SweDS); 2018-11-20 - 2018-11-21
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8 Petrovic, Slobodan.
Approximate Search in Digital Forensics. I: Computer and Network Security Essentials. Springer 2018 ISBN 978-3-319-58424-9. s. 355-367
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9 Porter, Kyle; Petrovic, Slobodan.
Obtaining precision-recall trade-offs in fuzzy searches of large email corpora. IFIP Advances in Information and Communication Technology 2018 ;Volum 532. s. 67-85
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10 Porter, Kyle; Petrovic, Slobodan.
Obtaining Valuable Precision-Recall Trade-Offs for Fuzzy Searching Large E-mail Corpora. IFIP WG11.9 2018 (Fourteenth Annual IFIP WG 11.9 International Conference on Digital Forensics); 2018-01-03 - 2018-01-05
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2017
11 Chitrakar, Ambika Shrestha; Petrovic, Slobodan.
CRBP-OpType: A Constrained Approximate Search Algorithm for Detecting Similar Attack Patterns. I: Computer Security: ESORICS 2017 International Workshops, CyberICPS 2017 and SECPRE 2017, Oslo, Norway, September 14-15, 2017, Revised Selected Papers. Springer 2017 ISBN 978-3-319-72816-2. s. 163-176
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12 Porter, Kyle; Petrovic, Slobodan.
On Application of Constrained Edit Distance Algorithms to Cryptanalysis and Digital Forensics. Norsk Informasjonssikkerhetskonferanse (NISK) 2017 ;Volum 11. s. 112-123
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13 Porter, Kyle; Petrovic, Slobodan.
On Application of Constrained Edit Distance Algorithms to Cryptanalysis and Digital Forensics. Norsk Informasjonssikkerhetskonferanse (NISK) 2017; 2017-11-27 - 2017-11-29
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2016
14 Chitrakar, Ambika Shrestha; Petrovic, Slobodan.
Constrained Row-Based Bit-Parallel Search in Intrusion Detection. Norsk Informasjonssikkerhetskonferanse (NISK) 2016 s. 68-79
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15 Gunleifsen, Håkon; Kemmerich, Thomas; Petrovic, Slobodan.
An End-to-End Security Model of Inter-Domain Communication in Network Function Virtualization. Norsk Informasjonssikkerhetskonferanse (NISK) 2016 ;Volum 2016. s. 7-18
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16 Petrovic, Slobodan.
A SPAM Filtering Scenario Using Constrained Bit-Parallel Approximate Search. XIV Spanish Meeting on Cryptology and Information Security (RECSI 2016); 2016-10-26 - 2016-10-28
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2015
17 Chitrakar, Ambika Shrestha; Petrovic, Slobodan.
Approximate search with constraints on indels with application in SPAM filtering. Norsk Informasjonssikkerhetskonferanse (NISK) 2015 s. 22-33
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2014
18 Petrovic, Slobodan.
A new linear consistency test attack on noised irregularly clocked linear feedback shift registers. XIII Spanish Meeting on Cryptology and Information Security (RECSI 2014); 2014-09-02 - 2014-09-04
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19 Yang, Bian; Chu, Huiguang; Li, Guoqiang; Petrovic, Slobodan; Busch, Christoph.
Cloud Password Manager Using Privacy-Preserved Biometrics. I: Proceedings of IEEE International Conference on Cloud Engineering (IC2E 2014); 10–14 March 2014, Boston, Massachusetts. IEEE 2014 ISBN 978-1-4799-3766-0. s. 505-509
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2013
20 Abt, Sebastian; Dietz, Christian; Baier, Harald; Petrovic, Slobodan.
Passive Remote Source NAT Detection Using Behavior Statistics Derived from NetFlow. I: Emerging Management Mechanisms for the Future Internet. 7th IFIP WG 6.6 International Conference on Autonomous Infrastructure, Management, and Security, AIMS 2013, Barcelona, Spain, June 25-28, 2013. Proceedings. Springer 2013 ISBN 978-3-642-38998-6. s. 148-159
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21 Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Franke, Katrin; Petrovic, Slobodan.
Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Logic Journal of the IGPL 2013 ;Volum 21.(4) s. 560-570
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2012
22 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Feature Extraction Methods for Intrusion Detection Systems. I: Threats, Countermeasures, and Advances in Applied Information Security. IGI Global 2012 ISBN 9781466609785. s. 23-52
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23 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Reliability in A Feature-Selection Process for Intrusion Detection. I: Reliable Knowledge Discovery. Springer 2012 ISBN 978-1-4614-1902-0. s. 203-218
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24 Petrovic, Slobodan.
Application of linear consistency test in a ciphertext-only attack on irregularly clocked linear feedback shift registers. XII Spanish Meeting on Cryptology and Information Security (RECSI 2012); 2012-09-04 - 2012-09-07
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25 Wold, Knut; Petrovic, Slobodan.
Security properties of oscillator rings in true random number generators. I: Proceedings of the IEEE 15th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS); April 18-20, 2012; Tallinn, Estonia. IEEE conference proceedings 2012 ISBN 9781467311885. s. 145-150
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2011
26 Hartung, Daniel; Wold, Knut; Graffi, Kalman; Petrovic, Slobodan.
Towards a Biometric Random Number Generator - A General Approach For True Random Extraction From Biometric Samples. I: BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt. Gesellschaft für Informatik 2011 ISBN 978-3-88579-285-7. s. 267-274
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27 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
A General L1-norm Support Vector Machine for Feature Selection. I: Proceedings of 2011 3rd International Conference on Machine Learning and Computing. IEEE Press 2011 ISBN 978-1-4244-9252-7. s. V1-591-V1-595
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28 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
A New Ensemble-Feature-Selection Framework for Intrusion Detection. I: ISDA 2011, Proceedings of the 11th International Conference on Intelligent Systems Design and Applications; 22 – 24 November 2011, Córdoba, Spain. IEEE conference proceedings 2011 ISBN 978-1-4577-1675-1. s. 213-218
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29 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Feature Selection via Mixed 0-1 Programming Problem. 18th Machine Learning Summer School; 2011-09-04 - 2011-09-17
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30 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. International Journal on Mobile Computing and Multimedia Communications 2011 ;Volum 3.(1) s. 21-34
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31 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
On General Definition of L1-norm Support Vector Machines for Feature Selection. International Journal of Machine Learning and Computing 2011 ;Volum 1.(3)
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32 Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin.
Application of the Generic Feature Selection Measure in Detection of Web Attacks. I: Computational Intelligence in Security for Information Systems4th International Conference, CISIS 2011, Held at IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011. Proceedings. Springer 2011 ISBN 9783642213229. s. 25-32
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33 Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin.
Applying feature selection to payload-based web application firewalls. I: Proceedings of the 3rd International Workshop On Securityand Communication Networks (IWSCN 2011), 18-20 May, 2011, Gjøvik, Norway. Gjøvik: Høgskolen i Gjøvik 2011 ISBN 978-82-91313-67-2. s. 75-81
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34 Wold, Knut; Petrovic, Slobodan.
Behavioral model of TRNG based on oscillator rings implemented in FPGA. I: Proceedings of 14th IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS. IEEE Press 2011 ISBN 978-1-4244-9754-6. s. 163-166
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2010
35 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Improving effectiveness of intrusion detection by correlation feature selection. I: Proceedings of the Fifth International Conference on Avaliability, Reliability and Security: ARES 2010. IEEE 2010 ISBN 9780769539652. s. 17-24
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36 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Towards a Generic Feature-Selection Measure for Intrusion Detection. I: Proceedings of the 2010 20th International Conference on Pattern Recognition. IEEE 2010 ISBN 978-0-7695-4109-9. s. 1529-1532
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37 Nguyen, Hai Thanh; Petrovic, Slobodan; Franke, Katrin.
A Comparison of Feature-Selection Methods for Intrusion Detection. I: Computer Network Security. Springer 2010 ISBN 9783642147067. s. 242-255
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38 Wold, Knut; Petrovic, Slobodan.
Robustness of TRNG against attacks that employ superimposing signal on FPGA supply voltage. I: Norwegian Information Security Conference = Norsk Informasjonssikkerhetskonferanse : NISK 2010 . Gjøvik University College, Gjøvik, 23-24 November 2010. Tapir Akademisk Forlag 2010 ISBN 978-82-519-2705-5. s. 81-92
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2009
39 Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan.
Optimizing a Class of Feature Selection Measures. NIPS 2009 Workshop on Discrete Optimization in Machine Learning: Submodularity, Sparsity & Polyhedra (DISCML); 2009-12-07 - 2009-12-12
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40 Petrovic, Slobodan; Franke, Katrin.
A New Two-Stage Search Procedure for Misuse Detection. International Journal of Security and Its Applications 2009 ;Volum 3.(3) s. 55-62
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41 Wold, Knut; Petrovic, Slobodan.
Optimizing speed of a true random number generator in FPGA by spectral analysis. I: Proceedings of the fourth international conference on computer sciences and convergence information technology (ICCIT), Seoul, Korea, November 2009. IEEE 2009 ISBN 9780769538969. s. 1105-1110
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2008
42 Petrovic, Slobodan; Bakke, Sverre.
Application of q-gram distance in digital forensic search. I: Computational Forensics, Second International Workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008. Proceedings. Springer 2008 s. 159-168
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43 Petrovic, Slobodan; Bakke, Sverre.
Improving the efficiency of misuse detection by means of the q-gram distance. I: Information Assurance and Security, 2008. ISIAS '08. Fourth International Conference on Information Assurance and Security. IEEE conference proceedings 2008 s. 205-208
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2007
44 Petrovic, Slobodan; Franke, Katrin.
A new two-stage search procedure for misuse detection. I: Future Generation Communication and Networking. IEEE conference proceedings 2007 s. 418-422
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45 Petrovic, Slobodan; Franke, Katrin.
Improving the efficiency of digital forensic search by means of the constrained edit distance. I: Proceedings of the Third International Symposium on Information Assurance and Security. IEEE conference proceedings 2007 s. 405-410
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46 Petrovic, Slobodan; Fuster-Sabater, Amparo.
Reconstruction of suboptimal paths in the constrained edit distance array with application in cryptanalysis. I: Computational Science and Its Applications. Springer 2007 s. 597-610
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47 Seeberg, Vidar Evenrud; Petrovic, Slobodan.
A new classification scheme for anonymization of real data used in ids benchmarking. I: Proceedings of the The Second International Conference on Availability, Reliability and Security. IEEE 2007 s. 385-390
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2006
48 Petrovic, Slobodan.
A Comparison Between the Silhouette Index and the Davies- Bouldin Index in Labelling IDS Clusters. NORDSEC 2006; 2006-10-19 - 2006-10-20
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49 Petrovic, Slobodan; Álvarez, Gonzalo; Orfila, Agustín; Carbó, Javier.
Labelling Clusters in an Intrusion Detection System Using a Combination of Clustering Evaluation Techniques. I: Proceedings of the 39th Annual Hawaii International Conference on System Sciences, 2006. HICSS '06. IEEE conference proceedings 2006
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50 Petrovic, Slobodan; Alvarez, Gonzalo; Orfila, Agustin; Carbo, Javier.
Labelling clusters in an intrusion detection system using a combination of clustering evaluation techniques. I: Proceedings of the 39th Hawaii International Conference on System Sciences - 2006. IEEE conference proceedings 2006 s. 8-
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