Alberto Ferrante
http://usi.to/esg
Publications
Key publications (5)
- Butera L., Ferrante A., Prevostini M., Alippi C., Jermini M. (2022) Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insect
- Ferrante A., Malek M., Martinelli F., Mercaldo F., Milosevic J., Imine A. a. F. (2018) Extinguishing Ransomware - A Hybrid Approach to Android Ransomware Detection
- Milosevic J., Malek M., Ferrante A. (2017) Runtime Classification of Mobile Malware for Resource-constrained Devices
- Ferrante A., Milosevic J., Janjusevic M. (2013) A Security-enhanced Design Methodology For Embedded Systems
- Fiorin L., Ferrante A., Padarnitsas K., Regazzoni F. (2012) Security Enhanced Linux on Embedded Systems: a Hardware-accelerated Implementation
Journal Article (7)
- Crupi L., Butera L., Ferrante A., Giusti A., Palossi D. (forthcoming) An Efficient Ground-aerial Transportation System for Pest Control Enabled by AI-based Autonomous Nano-UAVs, ACM J. Auton. Transport. Syst.
- Butera L., Cini A., Ferrante A., Alippi C. (2024) Object-Centric Relational Representations for Image Generation, Transactions on Machine Learning Research
- Butera L., Ferrante A., Prevostini M., Alippi C., Jermini M. (2022) Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insect, IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 2
- Milosevic J., Ferrante A., Malek M. (2019) Time, accuracy and power consumption tradeoff in mobile malware detection systems, "Computers & Security", "82"
- Derin O., Ferrante A., Taddeo A. (2009) Coordinated management of hardware and software self-adaptivity. Challenges in self-adaptive computing (Selected papers from the Aether-Morpheus 2007 workshop), Accepted Manuscript, Available online 29 July 2008, Journal of Systems Architecture, 55 (3 ( March ))
- Derin O., Ferrante A. (2009) Enabling Self-adaptivity in Component-based Streaming Applications. Special Issue on the 2nd International Workshop on Adaptive and Reconfigurable Embedded Systems (APRES''09), ACM SIGBED Review - Special Issue on the 2nd International Workshop on Adaptive and Reconfigurable Embedded Systems, 6 (3 ( October ))
- Taddeo A., Ferrante A. (2007) Scheduling Small packets in IPSec Multi-accelerator Based Systems, Journal of Communication(JCM) Academy publisher, 2 (2 ( March ))
Book chapter (5)
- Ferrante A., Malek M., Martinelli F., Mercaldo F., Milosevic J., Imine A. a. F. (2018) Extinguishing Ransomware - A Hybrid Approach to Android Ransomware Detection. Foundations and Practice of Security. Springer International Publishing
- Milosevic J., Malek M., Ferrante A. (2017) Runtime Classification of Mobile Malware for Resource-constrained Devices. Lecture Notes in Communications in Computer and Information Science. Springer International Publishing AG
- Taddeo A., Mura M., Ferrante A., Obaidat M. a. T. (2012) Dynamic Adaptation of Security and QoS in Energy-Harvesting Sensors Nodes. e-Business and Telecommunications. Springer. Communications in Computer and Information Science
- Gamrat C., Philippe J. M., Jesshope C., Shafarenko A., Bisdounis L., Bondi U., Ferrante A., Cabestany J., Huebner M., Parsinnen J., Kadlec J., Danek M., Tain B., Eisenbach S., Auguin M., Diguet J. P., Lenormand E., Roux J. L., Cardoso J. M. P. a. H. (2011) AETHER: Self-Adaptive Networked Entities: Autonomous Computing Elements for Future Pervasive Applications and Technologies. Reconfigurable Computing: From FPGAs to Hardware/Software Codesign. Springer
- Ferrante A., Chandra S., Piuri V., Filipe J. a. O. (2009) IPSec Database Query Acceleration. E-business and Telecommunications. Springer Berlin Heidelberg. Communications in Computer and Information Science
Article in conference proceedings (36)
- Crupi L., Butera L., Ferrante A., Palossi D. (2024) A Deep Learning-based Pest Insect Monitoring System for Ultra-low Power Pocket-sized Drones. Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT). Wireless Sensors and Drones in the Internet of Things (Wi-DroIT) 2024. Abu Dhabi, United Arab Emirates. April 29 - May 1
- Wahab M. A., Milosevic J., Regazzoni F., Ferrante A. (2019) Power and Performance Optimized Hardware Classifiers for Eefficient Oon-device Malware Detection. Cryptography and Security in Computing Systems. ACM. Valencia, Spain
- Bianchi F. M., Livi L., Ferrante A., Milosevic J., Malek M. (2018) Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs. IJCNN 2018 : International Joint Conference on Neural Networks. IEEE. Rio, Brazil
- Ferrante A. (2018) Panel IoT and pervasive computing: are new definitions of security and privacy needed?. Malicious Software and Hardware in Internet of Things Co-located with ACM International Conference on Computing Frontiers 2018. Malicious Software and Hardware in Internet of Things Co-located with ACM International Conference on Computing Frontiers 2018. Ischia, Naples, Italy. 05/2018
- Milosevic J., Malek M., Ferrante A. (2016) A Friend or a Foe? Detecting Malware Using Memory and CPU Features. SECRYPT 2016, 13th International Conference on Security and Cryptography. SciTePress Digital Library. Lisbon, Portugal
- Milosevic J., Ferrante A., Malek M. (2016) MalAware: Effective and Efficient Run-time Mobile Malware Detector. The 14th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2016). IEEE Computer Society Press. Auckland, New Zealand
- Milosevic J., Ferrante A., Malek M. (2016) What Does the Memory Say? Towards the most indicative features for efficient malware detection. CCNC 2016, The 13th Annual IEEE Consumer Communications \& Networking Conference. IEEE Communication Society. Las Vegas, NV, USA
- Ferrante A., Medvet E., Mercaldo F., Milosevic J., Visaggio C. A. (2016) Spotting the Malicious Moment: Characterizing Malware Behavior Using Dynamic Features. 2016 11th International Conference on Availability, Reliability and Security (ARES),. Salzburg, Austria. Aug. 31 2016-Sept. 2 2016
- Milosevic J., Ferrante A., Malek M. (2016) Trojan Families Identification Using Dynamic Features and Low Complexity Classifiers. 24th EICAR Annual Conference 2016 "Trustworthiness in IT Security Products". Nuremberg, Germany. 10/2016
- Milosevic J., Ferrante A., Malek M. (2015) Can we Achieve both Privacy Protection and Efficient Malware Detection on Smartphones?. 1st Interdisciplinary Cyber Research Workshop 2015. Tallinn University of Technology. Tallin, Estona
- Milosevic J., Ferrante A., Regazzoni F. (2015) Security Challenges for Hardware Designers of Mobile Systems. 2015 Mobile Systems Technologies Workshop (MST)
- Milosevic J., Dittrich A., Ferrante A., Malek M., Rojas Quiros C., Braojos R., Ansaloni G., Atienza D. (2014) Risk Assessment of Atrial Fibrillation: a Failure Prediction Approach. 41st Computing in Cardiology Conference (CinC). IEEE Computer Society. Cambridge, MA, USA
- Ferrante A., Kaitovic I., Milosevic J. (2014) Modeling Requirements For Security-enhanced Design of Embedded Systems. ICETE SECRYPT. ICETE. Vienna, Austria
- Milosevic J., Dittrich A., Ferrante A., Malek M. (2014) A Resource-optimized Approach to Efficient Early Detection of Mobile Malware. 3rd International Workshop on Security of Mobile Applications - IWSMA 2014. Fribourg, Switzerland
- Ferrante A., Chelodi M., Bruschi F., Mozzetti V. (2013) An Algorithm for Extended Dynamic Range Video in Embedded Systems. SENSORNETS 2013 - 2nd International Conference on Sensor Networks. INSTICC. Barcelona, Spain
- Ferrante A., Milosevic J., Janjusevic M. (2013) A Security-enhanced Design Methodology For Embedded Systems. ICETE SECRYPT 2013. ICETE. Reykjavik, Iceland
- Fiorin L., Ferrante A., Padarnitsas K., Regazzoni F. (2012) Security Enhanced Linux on Embedded Systems: a Hardware-accelerated Implementation. 17th Asia and South Pacific Design Automation Conference, ASP-DAC 2012. Sydney, Australia
- Taddeo A., Morales L. G. G., Ferrante A. (2011) System Policies for Gradual Tuning of Security and Workload in Wireless Sensor Networks. Proceedings of the IEEE Wireless Telecommunication Symposium (WTS). New York, USA
- Taddeo A., Morales L. G. G., Ferrante A. (2011) A Framework for Security and Workload Gradual Adaptation. SECRYPT. ICETE. Seville, Spain
- Taddeo A., Micconi L., Ferrante A. (2010) Gradual Adaptation of Security for Sensor Networks. IEEE WoWMoM 2010: Proceedings of the IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks. Montreal, Canada
- Fiorin L., Ferrante A., Padarnitsas K., Carucci S. (2010) Hardware-assisted Security Enhanced Linux in Embedded Systems: a Proposal. Proceedings of the 5th Workshop on Embedded Systems Security (WESS''2010). Scottsdale, Arizona, USA
- Taddeo A., Mura M., Ferrante A. (2010) QoS and Security in Energy-harvesting Wireless Sensor Networks. Proceedings of ICETE SECRYPT. Athens, Greece
- Derin O., Ferrante A. (2010) Scheduling energy consumption with local renewable micro-generation and dynamic electricity prices. CPSWEEK/GREEMBED 2010: Proceedings of the First Workshop on Green and Smart Embedded System Technology: Infrastructures, Methods and Tools. Stockholm, Sweden
- Taddeo A., Ferrante A. (2010) Security and Packets Delivery Trade-Off for WSN. Consumer Communications and Networking Conference (CCNC), 2010 7th IEEE
- Taddeo A., Marcon P., Ferrante A. (2009) Negotiation of Security Services: a Multi-criteria Decision Approach. Proceedings of the 4th Workshop on Embedded Systems Security. Grenoble, France
- Taddeo A., Ferrante A. (2009) Run-time Selection of Security Algorithms For Networked Devices. 5th ACM International Symposium on QoS and Security for Wireless and Mobile Networks. Tenerife, Canary Islands, Spain
- Taddeo A., Ferrante A. (2009) A Security Service Protocol for MANETs. Consumer Communications and Networking Conference. CCNC 2009. IEEE. in Las Vegas, Nevada, USA
- Derin O., Ferrante A. (2009) Simulation of a Self-adaptive Run-time Environment with Hardware and Software Components. SINTER ''09: Proceedings of the 2009 ESEC/FSE workshop on Software integration and evolution @ runtime. ACM. Amsterdam, The Netherlands
- Ferrante A., Pompei R., Stulova A., Taddeo A. (2008) A Protocol For Pervasive Distributed Computing Reliability. SecPri_WiMob 2008. IEEE. Avignon, France
- Ferrante A., Chandra S., Piuri V. (2007) A Query Unit for the IPSec Databases. SECRYPT 2007. Barcelona, Spain
- Ferrante A., Piuri V. (2007) High-level Architecture of an IPSec-dedicated System on Chip. proceedings of NGI 2007. IEEE Press. Trondheim, Norway
- Dadda L., Ferrante A., Macchetti M. (2007) A Memory Unit for Priority Management in IPSec Accelerators. proceedings of ICC07. Glasgow, Scotland: IEEE Communications Society. Glasgow, Scotland
- Ferrante A., Taddeo A., Sami M. G., Mantovani F., Fridkins J. (2007) Self-adaptive Security at Application Level: a Proposal. ReCoSoC 2007, Jun. 2007, in proceedings of ReCoSoC 2007
- Taddeo A., Ferrante A., Piuri V. (2006) Scheduling Small Packets in IPSec-based Systems. CCNC. Las Vegas, NV, USA
- Ferrante A., Piscopo G., Scaldaferri S. (2005) Application-Driven Optimization of VLIW Architectures: A Hardware-Software Approach. RTAS ''05: Proceedings of the 11th IEEE Real Time on Embedded Technology and Applications Symposium. IEEE Computer Society. Washington, DC, USA
- Boiko U., Ferrante A., Lo Duca A., Piuri V. (2004) A Methodology for Testing IPSec-based Systems. SoftCOM 2004. Split
Report in scientific conference (1)
- Milosevic J., Ferrante A., Malek M. (2015) A General Practitioner or a Specialist for Your Infected Smartphone?. IEEE Computer Society Technical Committee on Security and Privacy. 36th IEEE Symposium on Security and Privacy. San Jose, California, USA. May 18-20, 2015
Conference poster (2)
- Mion F. U., Faldarini M., Scardino F., Ferrante A., D'Ambros M., Prevostini M., Beti G. (2022) IoT for medical waste management: the case of a Swiss multisite hospital. EHMA. EHMA 2022 Annual Conference | From people to systems: leadership for a sustainable future
- Mion F. U., Faldarini M., Scardino F., Ferrante A., D'Ambros M., Prevostini M., Beti G. (2022) IoT for medical waste management: the case of a Swiss multisite hospital. EHMA. EHMA 2022 Annual Conference | From people to systems: leadership for a sustainable future
Other publication (1)
- Milosevic J., Ferrante A., Malek M. (2015) A General Practitioner or a Specialist for Your Infected Smartphone?
