Karlo Knežević, mag. ing.

Assistant, Department of Electronics, Microelectronics, Computer and Intelligent Systems

Location:
D-338
Public phone number:
6129-897
Internal phone number:
397
E-mail:
E-mail
Open Google Scholar profile Open ResearchGate profile
  Journal articles and review articles in CC journals
 

1. Đurašević, Marko; Jakobović, Domagoj; Knežević, Karlo.
Adaptive scheduling on unrelated machines with genetic programming. // Applied soft computing. 48 (2016) ; 419-430 (journal article).
 
  Scientific conference papers with international peer-review
 

1. Picek, Stjepan; Heuser, Annelie; Jovic, Alan; Knezevic, Karlo; Richmond, Tania.
Improving Side-Channel Analysis Through Semi- supervised Learning // / Bilgin, Begül ; Fischer, Jean-Bernard, editor(s).
Švicarska : Springer International Publishing, 2019. 35-50 (lecture,international peer-review,published,scientific).

2. Picek, Stjepan; Knezevic, Karlo; Jakobovic, Domagoj; Derek, Ante.
C3PO: cipher construction with cartesian genetic programming // GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion / López-Ibáñez, Manuel, editor(s).
New York : ACM Press, 2019. 1625-1633 (lecture,international peer-review,published,scientific).

3. Knezevic, Karlo; Picek, Stjepan; Mariot, Luca; Jakobovic, Domagoj; Leporati, Alberto.
The Design of (Almost) Disjunct Matrices by Evolutionary Algorithms // / Fagan, David ; Martín-Vide, Carlos ; O'Neill, Michael ; Vega-Rodríguez, Miguel A., editor(s).
Dublin, Ireland : Springer International Publishing, 2018. 152-163 (lecture,international peer-review,published,scientific).

4. Picek, Stjepan; Knežević, Karlo; Jakobović, Domagoj; Carlet, Claude.
A Search for Differentially-6 Uniform (n, n-2) Functions // 2018 IEEE Congress on Evolutionary Computation.
2018. 1169-1176 (lecture,international peer-review,published,scientific).

5. Picek, Stjepan; Knežević, Karlo; Mariot, Luca; Jakobović, Domagoj; Leporati, Alberto.
Evolving Bent Quaternary Functions // 2018 IEEE Congress on Evolutionary Computation.
2018. 2584-2592 (lecture,international peer-review,published,scientific).

6. Knežević, Karlo.
Combinatorial Optimization in Cryptography // 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar, editor(s).
Zagreb, 2017. 1324-1330 (lecture,international peer-review,published,scientific).

7. Knežević, Karlo; Picek, Stjepan; Miller, Julian Francis.
Amplitude-oriented mixed-type CGP classification // GECCO '17 Proceedings of the Genetic and Evolutionary Computation Conference Companion.
2017. 1415-1418 (lecture,international peer-review,published,scientific).

8. Picek, Stjepan; Knežević, Karlo; Jakobović, Domagoj.
On the evolution of bent (n, m) functions // 2017 IEEE Congress on Evolutionary Computation / Lozano, Jose A., editor(s).
2017. 2137-2144 (lecture,international peer-review,published,scientific).
 
  Graduation thesis
 

1. Knežević, Karlo.
Evolutionary algorithms based on probabilistic distributions / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 01.07. 2013, 87 pages. Mentor: Jakobović, Domagoj.

2. Knežević, Karlo.
Scheduling for parallel unrelated machines using evolutionary algorithms / baccalaureus graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 07.07. 2011, 40 pages. Mentor: Jakobović, Domagoj.
 
  Mentoring
 

1. Fulir, Juraj.
Optimized activation functions for classifiers based on artificial neural networks in the domain of implementation attacks on cryptographic devices / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 04.07. 2019, 93 pages. Mentor: Jakobović, Domagoj.

2. Juričić, Juraj.
Optimising architectures of artificial neural network classifiers in the domain of side- channel cryptographic attacks / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 04.07. 2019, 45 pages. Mentor: Jakobović, Domagoj.
 

Teaching duties

University undergraduate

Competences

  • Computational and artificial intelligence
    Artificial intelligence Computational intelligence Particle swarm optimization Genetic algorithms Artificial neural networks
  • Computers and information processing
    Computer security
  • Mathematics
    Genetic algorithms Optimization Optimization methods
  • Computational and artificial intelligence
    Artificial intelligence Computational intelligence Particle swarm optimization Genetic algorithms Artificial neural networks

Personal data

Graduation year:
2013.
mr.sc. graduation year:
2013.
Employed in this institution since:
2017.