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Andrea Marcelli
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Books and Theses
- 2019
- [b1]Andrea Marcelli:
Machine Learning and other Computational-Intelligence Techniques for Security Applications. Polytechnic University of Turin, Italy, 2019
Journal Articles
- 2020
- [j3]Stefano Quer
, Andrea Marcelli
, Giovanni Squillero
:
The Maximum Common Subgraph Problem: A Parallel and Multi-Engine Approach. Comput. 8(2): 48 (2020) - 2018
- [j2]Andrea S. Atzeni, Fernando Diaz, Andrea Marcelli
, Antonio Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation. IEEE Access 6: 59540-59556 (2018) - [j1]Fulvio Corno
, Luigi De Russis
, Andrea Marcelli
, Teodoro Montanaro
:
An Unsupervised and Noninvasive Model for Predicting Network Resource Demands. IEEE Internet Things J. 5(6): 4342-4350 (2018)
Conference and Workshop Papers
- 2022
- [c11]Andrea Marcelli, Mariano Graziano, Xabier Ugarte-Pedrero, Yanick Fratantonio, Mohamad Mansouri, Davide Balzarotti:
How Machine Learning Is Solving the Binary Function Similarity Problem. USENIX Security Symposium 2022: 2099-2116 - 2019
- [c10]Eliana Giovannitti, Luca Mannella
, Andrea Marcelli, Giovanni Squillero:
Evolutionary Antivirus Signature Optimization. CEC 2019: 928-935 - 2018
- [c9]Doina Bucur, Giovanni Iacca
, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
:
Improving Multi-objective Evolutionary Influence Maximization in Social Networks. EvoApplications 2018: 117-124 - [c8]Doina Bucur, Giovanni Iacca
, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda:
Evaluating surrogate models for multi-objective influence maximization in social networks. GECCO (Companion) 2018: 1258-1265 - [c7]Andrea Marcelli, Ernesto Sánchez, Luca Sasselli, Giovanni Squillero:
On the Mitigation of Hardware Trojan Attacks in Embedded Processors by Exploiting a Hardware-Based Obfuscator. IVSW 2018: 31-37 - [c6]Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Muhammad Usman Jamal, Afnan Imtiaz, Simone Machetti
, Filippo Mangani, Paolo Monti, Davide Pola, Alessandro Salvato, Michele Simili:
Defeating hardware Trojan in microprocessor cores through software obfuscation. LATS 2018: 1-6 - 2017
- [c5]Andrea Marcelli, Marco Restifo, Ernesto Sánchez, Giovanni Squillero:
An evolutionary approach to hardware encryption and Trojan-horse mitigation. DATE 2017: 1593-1598 - [c4]Doina Bucur, Giovanni Iacca
, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda:
Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. EvoApplications (1) 2017: 221-233 - [c3]Andrea S. Atzeni, Andrea Marcelli, Francesco Muroni, Giovanni Squillero:
HAIT: Heap Analyzer with Input Tracing. SECRYPT 2017: 327-334 - 2016
- [c2]Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
:
Challenging Anti-virus Through Evolutionary Malware Obfuscation. EvoApplications (2) 2016: 149-162 - 2015
- [c1]Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero
, Alberto Paolo Tonda
:
Malware Obfuscation through Evolutionary Packers. GECCO (Companion) 2015: 757-758
Informal and Other Publications
- 2019
- [i1]Andrea Marcelli, Stefano Quer, Giovanni Squillero:
The Maximum Common Subgraph Problem: A Portfolio Approach. CoRR abs/1908.06418 (2019)
Coauthor Index
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