2023

• Solnør, Petter; Petrovic, Slobodan; Fossen, Thor I.. (2023) Towards Oblivious Guidance Systems for Autonomous Vehicles. IEEE Transactions on Vehicular Technology.
  Academic article

2022

• Herrero, Álvaro; Corchado, Emilio; Wozniak, Michal; Bae-Cho, Sung; Petrovic, Slobodan. (2022) Cybersecurity applications of computational intelligence. Neural Computing & Applications.
  Editorial
• Solnør, Petter; Volden, Øystein; Gryte, Kristoffer; Petrovic, Slobodan; Fossen, Thor I.. (2022) Hijacking of unmanned surface vehicles: A demonstration of attacks and countermeasures in the field. Journal of Field Robotics (JFR).
  Academic article

2021

• Volden, Øystein; Solnør, Petter; Petrovic, Slobodan; Fossen, Thor I.. (2021) Secure and Efficient Transmission of Vision-Based Feedback Control Signals. Journal of Intelligent and Robotic Systems. volum 103.
  Academic article

2020

• Petrovic, Slobodan; Sidorova, Julia. (2020) Constrained Approximate Search Algorithms in Knowledge Discovery. Modern Information Technologies and IT-Education.
  Academic article

2019

• Chitrakar, Ambika Shrestha; Petrovic, Slobodan. (2019) Efficient k-means Using Triangle Inequality on Spark for Cyber Security Analytics. IWSPA '19 Proceedings of the ACM International Workshop on Security and Privacy Analytics.
  Academic chapter/article/Conference paper
• Shi, Lelai; Liu, Suhui; Petrovic, Slobodan. (2019) Cryptanalysis of a Pseudorandom Generator for Cross-Border E-Commerce. Ingénierie des Systèmes d'Information. volum 24 (4).
  Academic article

2018

• Chitrakar, Ambika Shrestha; Petrovic, Slobodan. (2018) Analyzing Digital Evidence Using Parallel k-means with Triangle Inequality on Spark. 2018 IEEE International Conference on Big Data (Big Data), Seattle, 10-13 Dec. 2018.
  Academic chapter/article/Conference paper
• Chitrakar, Ambika Shrestha; Petrovic, Slobodan. (2018) Collecting Network Evidence Using Constrained Approximate Search Algorithms. IFIP Advances in Information and Communication Technology. volum 532.
  Academic article
• Petrovic, Slobodan. (2018) Approximate Search in Digital Forensics. Computer and Network Security Essentials.
  Academic chapter/article/Conference paper
• Porter, Kyle; Petrovic, Slobodan. (2018) Obtaining precision-recall trade-offs in fuzzy searches of large email corpora. IFIP Advances in Information and Communication Technology. volum 532.
  Academic article

2017

• Chitrakar, Ambika Shrestha; Petrovic, Slobodan. (2017) CRBP-OpType: A Constrained Approximate Search Algorithm for Detecting Similar Attack Patterns. Computer Security: ESORICS 2017 International Workshops, CyberICPS 2017 and SECPRE 2017, Oslo, Norway, September 14-15, 2017, Revised Selected Papers.
  Academic chapter/article/Conference paper
• Porter, Kyle; Petrovic, Slobodan. (2017) On Application of Constrained Edit Distance Algorithms to Cryptanalysis and Digital Forensics. Norsk Informasjonssikkerhetskonferanse (NISK). volum 11.
  Academic article

2016

• Chitrakar, Ambika Shrestha; Petrovic, Slobodan. (2016) Constrained Row-Based Bit-Parallel Search in Intrusion Detection. Norsk Informasjonssikkerhetskonferanse (NISK).
  Academic article
• Gunleifsen, Håkon; Kemmerich, Thomas; Petrovic, Slobodan. (2016) An End-to-End Security Model of Inter-Domain Communication in Network Function Virtualization. Norsk Informasjonssikkerhetskonferanse (NISK). volum 2016.
  Academic article

2015

• Chitrakar, Ambika Shrestha; Petrovic, Slobodan. (2015) Approximate search with constraints on indels with application in SPAM filtering. Norsk Informasjonssikkerhetskonferanse (NISK).
  Academic article

2014

• Yang, Bian; Chu, Huiguang; Li, Guoqiang; Petrovic, Slobodan; Busch, Christoph. (2014) Cloud Password Manager Using Privacy-Preserved Biometrics. Proceedings of IEEE International Conference on Cloud Engineering (IC2E 2014); 10–14 March 2014, Boston, Massachusetts.
  Academic chapter/article/Conference paper

2013

• Abt, Sebastian; Dietz, Christian; Baier, Harald; Petrovic, Slobodan. (2013) Passive Remote Source NAT Detection Using Behavior Statistics Derived from NetFlow. 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.
  Academic chapter/article/Conference paper
• Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Franke, Katrin; Petrovic, Slobodan. (2013) Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Logic Journal of the IGPL. volum 21 (4).
  Academic article

2012

• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2012) Feature Extraction Methods for Intrusion Detection Systems. Threats, Countermeasures, and Advances in Applied Information Security.
  Academic chapter/article/Conference paper
• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2012) Reliability in A Feature-Selection Process for Intrusion Detection. Reliable Knowledge Discovery.
  Academic chapter/article/Conference paper
• Wold, Knut; Petrovic, Slobodan. (2012) Security properties of oscillator rings in true random number generators. Proceedings of the IEEE 15th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS); April 18-20, 2012; Tallinn, Estonia.
  Academic chapter/article/Conference paper

2011

• Hartung, Daniel; Wold, Knut; Graffi, Kalman; Petrovic, Slobodan. (2011) Towards a Biometric Random Number Generator - A General Approach For True Random Extraction From Biometric Samples. BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
  Academic chapter/article/Conference paper
• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) A General L1-norm Support Vector Machine for Feature Selection. Proceedings of 2011 3rd International Conference on Machine Learning and Computing.
  Academic chapter/article/Conference paper
• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) A New Ensemble-Feature-Selection Framework for Intrusion Detection. ISDA 2011, Proceedings of the 11th International Conference on Intelligent Systems Design and Applications; 22 – 24 November 2011, Córdoba, Spain.
  Academic chapter/article/Conference paper
• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. International Journal on Mobile Computing and Multimedia Communications. volum 3 (1).
  Academic article
• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) On General Definition of L1-norm Support Vector Machines for Feature Selection. International Journal of Machine Learning and Computing. volum 1 (3).
  Academic article
• Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin. (2011) Application of the Generic Feature Selection Measure in Detection of Web Attacks. Computational Intelligence in Security for Information Systems4th International Conference, CISIS 2011, Held at IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011. Proceedings.
  Academic chapter/article/Conference paper
• Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin. (2011) Applying feature selection to payload-based web application firewalls. Proceedings of the 3rd International Workshop On Securityand Communication Networks (IWSCN 2011), 18-20 May, 2011, Gjøvik, Norway.
  Academic chapter/article/Conference paper
• Wold, Knut; Petrovic, Slobodan. (2011) Behavioral model of TRNG based on oscillator rings implemented in FPGA. Proceedings of 14th IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS.
  Academic chapter/article/Conference paper

2010

• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2010) Improving effectiveness of intrusion detection by correlation feature selection. Proceedings of the Fifth International Conference on Avaliability, Reliability and Security: ARES 2010.
  Academic chapter/article/Conference paper
• Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2010) Towards a Generic Feature-Selection Measure for Intrusion Detection. Proceedings of the 2010 20th International Conference on Pattern Recognition.
  Academic chapter/article/Conference paper
• Nguyen, Hai Thanh; Petrovic, Slobodan; Franke, Katrin. (2010) A Comparison of Feature-Selection Methods for Intrusion Detection. Computer Network Security.
  Academic chapter/article/Conference paper
• Wold, Knut; Petrovic, Slobodan. (2010) Robustness of TRNG against attacks that employ superimposing signal on FPGA supply voltage. Norwegian Information Security Conference = Norsk Informasjonssikkerhetskonferanse : NISK 2010 . Gjøvik University College, Gjøvik, 23-24 November 2010.
  Academic chapter/article/Conference paper

2009

• Petrovic, Slobodan; Franke, Katrin. (2009) A New Two-Stage Search Procedure for Misuse Detection. International Journal of Security and Its Applications. volum 3 (3).
  Academic article
• Wold, Knut; Petrovic, Slobodan. (2009) Optimizing speed of a true random number generator in FPGA by spectral analysis. Proceedings of the fourth international conference on computer sciences and convergence information technology (ICCIT), Seoul, Korea, November 2009.
  Academic chapter/article/Conference paper

2008

• Petrovic, Slobodan; Bakke, Sverre. (2008) Application of q-gram distance in digital forensic search. Computational Forensics, Second International Workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008. Proceedings.
  Academic chapter/article/Conference paper
• Petrovic, Slobodan; Bakke, Sverre. (2008) Improving the efficiency of misuse detection by means of the q-gram distance. Information Assurance and Security, 2008. ISIAS '08. Fourth International Conference on Information Assurance and Security.
  Academic chapter/article/Conference paper

2007

• Petrovic, Slobodan; Franke, Katrin. (2007) A new two-stage search procedure for misuse detection. Future Generation Communication and Networking.
  Academic chapter/article/Conference paper
• Petrovic, Slobodan; Franke, Katrin. (2007) Improving the efficiency of digital forensic search by means of the constrained edit distance. Proceedings of the Third International Symposium on Information Assurance and Security.
  Academic chapter/article/Conference paper
• Petrovic, Slobodan; Fuster-Sabater, Amparo. (2007) Reconstruction of suboptimal paths in the constrained edit distance array with application in cryptanalysis. Computational Science and Its Applications.
  Academic chapter/article/Conference paper
• Seeberg, Vidar Evenrud; Petrovic, Slobodan. (2007) A new classification scheme for anonymization of real data used in ids benchmarking. Proceedings of the The Second International Conference on Availability, Reliability and Security.
  Academic chapter/article/Conference paper

2006

• Petrovic, Slobodan; Álvarez, Gonzalo; Orfila, Agustín; Carbó, Javier. (2006) Labelling Clusters in an Intrusion Detection System Using a Combination of Clustering Evaluation Techniques. Proceedings of the 39th Annual Hawaii International Conference on System Sciences, 2006. HICSS '06.
  Academic chapter/article/Conference paper
• Petrovic, Slobodan; Alvarez, Gonzalo; Orfila, Agustin; Carbo, Javier. (2006) Labelling clusters in an intrusion detection system using a combination of clustering evaluation techniques. Proceedings of the 39th Hawaii International Conference on System Sciences - 2006.
  Academic chapter/article/Conference paper