Publications

2025

1. DSN-S

   ScamDetect: Towards a Robust, Agnostic Framework to Uncover Threats in Smart Contracts

   Pasquale De Rosa, Pascal Felber, and Valerio Schiavoni

   In 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S), Naples, Italy, Jun 2025

   DOI Bib

   @inproceedings{11068340,
     author = {De Rosa, Pasquale and Felber, Pascal and Schiavoni, Valerio},
     booktitle = {55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)},
     title = {ScamDetect: Towards a Robust, Agnostic Framework to Uncover Threats in Smart Contracts},
     year = {2025},
     volume = {},
     number = {},
     pages = {242-244},
     keywords = {Phishing;Smart contracts;Static analysis;Malware;Graph neural networks;Virtual machines;Trustless services;Threat assessment;Blockchains;Security;EVM;WASM;smart contracts;malware;obfuscation;cross-platform;detection},
     doi = {10.1109/DSN-S65789.2025.00068},
     publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
     address = {Los Alamitos, CA, USA},
     location = {Naples, Italy},
     month = jun,
   }

2. DSN-S

   PhishingHook: Catching Phishing Ethereum Smart Contracts leveraging EVM Opcodes

   Pasquale De Rosa, Simon Queyrut, Yérom-David Bromberg, Pascal Felber, and Valerio Schiavoni

   In 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S), Naples, Italy, Jun 2025

   DOI Bib

   @inproceedings{11068350,
     author = {De Rosa, Pasquale and Queyrut, Simon and Bromberg, Yérom-David and Felber, Pascal and Schiavoni, Valerio},
     booktitle = {55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)},
     title = {PhishingHook: Catching Phishing Ethereum Smart Contracts leveraging EVM Opcodes},
     year = {2025},
     volume = {},
     number = {},
     pages = {265-266},
     keywords = {Solid modeling;Privacy;Histograms;Accuracy;Phishing;Smart contracts;Machine learning;Performance metrics;Blockchains;Fraud;EVM;opcodes;smart contracts;phishing;detection},
     doi = {10.1109/DSN-S65789.2025.00075},
     publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
     address = {Los Alamitos, CA, USA},
     location = {Naples, Italy},
     month = jun
   }

3. DSN

   PhishingHook: Catching Phishing Ethereum Smart Contracts leveraging EVM Opcodes

   Pasquale De Rosa, Simon Queyrut, Yérom-David Bromberg, Pascal Felber, and Valerio Schiavoni

   In 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Naples, Italy, Jun 2025

   DOI Bib

   @inproceedings{11068866,
     author = {De Rosa, Pasquale and Queyrut, Simon and Bromberg, Yérom-David and Felber, Pascal and Schiavoni, Valerio},
     booktitle = {55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)},
     title = {PhishingHook: Catching Phishing Ethereum Smart Contracts leveraging EVM Opcodes},
     year = {2025},
     month = jun,
     pages = {222-232},
     keywords = {Codes;Accuracy;Phishing;Smart contracts;Decentralized applications;Performance metrics;Virtual machines;Reproducibility of results;Blockchains;Research and development;EVM;opcodes;smart contracts;phishing;detection},
     doi = {10.1109/DSN64029.2025.00033},
     publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
     address = {Los Alamitos, CA, USA},
     location = {Naples, Italy}
   }

2024

1. IC2E

   On the Cost of Model-Serving Frameworks: an Experimental Evaluation

   Pasquale De Rosa, Yerom-David Bromberg, Pascal Felber, Djob Mvondo, and Valerio Schiavoni

   In 12th IEEE International Conference on Cloud Engineering (IC2E), Paphos, Cyprus, Sep 2024

   DOI Bib

   @inproceedings{10749741,
     author = {De Rosa, Pasquale and Bromberg, Yerom-David and Felber, Pascal and Mvondo, Djob and Schiavoni, Valerio},
     booktitle = {12th IEEE International Conference on Cloud Engineering (IC2E)},
     title = {On the Cost of Model-Serving Frameworks: an Experimental Evaluation},
     year = {2024},
     pages = {221-232},
     doi = {10.1109/IC2E61754.2024.00032},
     url = {https://doi.ieeecomputersociety.org/10.1109/IC2E61754.2024.00032},
     publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
     address = {Los Alamitos, CA, USA},
     location = {Paphos, Cyprus},
     month = sep
   }

2. SOFTX

   CryptoAnalytics: Cryptocoins Price Forecasting with Machine Learning Techniques

   Pasquale De Rosa, Pascal Felber, and Valerio Schiavoni

   SoftwareX, Feb 2024

   DOI Bib

   @article{DEROSA2024101663,
     author = {De Rosa, Pasquale and Felber, Pascal and Schiavoni, Valerio},
     title = {CryptoAnalytics: Cryptocoins Price Forecasting with Machine Learning Techniques},
     journal = {SoftwareX},
     month = feb,
     volume = {26},
     year = {2024},
     doi = {10.1016/j.softx.2024.101663},
     publisher = {Elsevier},
     url = {https://www.sciencedirect.com/science/article/pii/S2352711024000347}
   }

3. IMWUT

   Bias Mitigation in Federated Learning for Edge Computing

   Yasmine Djebrouni, Nawel Benarba, Ousmane Touat, Pasquale De Rosa, Sara Bouchenak, Angela Bonifati, Pascal Felber, Vania Marangozova, and Valerio Schiavoni

   Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Jan 2024

   DOI Bib

   @article{10.1145/3631455,
     author = {Djebrouni, Yasmine and Benarba, Nawel and Touat, Ousmane and De Rosa, Pasquale and Bouchenak, Sara and Bonifati, Angela and Felber, Pascal and Marangozova, Vania and Schiavoni, Valerio},
     title = {Bias Mitigation in Federated Learning for Edge Computing},
     month = jan,
     year = {2024},
     issue_date = {December 2023},
     publisher = {Association for Computing Machinery (ACM)},
     address = {New York, NY, USA},
     volume = {7},
     number = {4},
     url = {https://doi.org/10.1145/3631455},
     doi = {10.1145/3631455},
     journal = {Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
     articleno = {157},
     numpages = {35}
   }

2023

1. DEBS

   Practical Forecasting of Cryptocoins Timeseries using Correlation Patterns

   Pasquale De Rosa, Pascal Felber, and Valerio Schiavoni

   In 17th ACM International Conference on Distributed and Event-Based Systems (DEBS), Neuchâtel, Switzerland, Jan 2023

   DOI Bib

   @inproceedings{10.1145/3583678.3596888,
     author = {De Rosa, Pasquale and Felber, Pascal and Schiavoni, Valerio},
     title = {Practical Forecasting of Cryptocoins Timeseries using Correlation Patterns},
     year = {2023},
     publisher = {Association for Computing Machinery (ACM)},
     address = {New York, NY, USA},
     url = {https://doi.org/10.1145/3583678.3596888},
     doi = {10.1145/3583678.3596888},
     booktitle = {17th ACM International Conference on Distributed and Event-Based Systems (DEBS)},
     pages = {80–90},
     numpages = {11},
     location = {Neuch\^atel, Switzerland}
   }

2022

1. DAIS

   Understanding Cryptocoins Trends Correlations

   Pasquale De Rosa, and Valerio Schiavoni

   In 22nd IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Lucca, Italy, Jan 2022

   DOI Bib

   @inproceedings{10.1007/978-3-031-16092-9_3,
     author = {De Rosa, Pasquale and Schiavoni, Valerio},
     title = {Understanding Cryptocoins Trends Correlations},
     year = {2022},
     publisher = {Springer},
     address = {Berlin, Heidelberg},
     url = {https://doi.org/10.1007/978-3-031-16092-9_3},
     doi = {10.1007/978-3-031-16092-9_3},
     booktitle = {22nd IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS)},
     pages = {29–36},
     numpages = {8},
     location = {Lucca, Italy}
   }

2. PAJAIS

   Service Recommendations with Deep Learning: a Study on Neural Collaborative Engines

   Pasquale De Rosa, Michel Deriaz, Marco De Marco, and Luigi Laura

   Pacific Asia Journal of the Association for Information Systems, Feb 2022

   DOI Bib

   @article{10.17705/1pais.14205,
     author = {De Rosa, Pasquale and Deriaz, Michel and De Marco, Marco and Laura, Luigi},
     title = {Service Recommendations with Deep Learning: a Study on Neural Collaborative Engines},
     year = {2022},
     publisher = {Association for Information Systems (AIS)},
     volume = {14},
     issue = {2},
     url = {https://aisel.aisnet.org/pajais/vol14/iss2/5},
     doi = {10.17705/1pais.14205},
     journal = {Pacific Asia Journal of the Association for Information Systems},
     month = feb,
     articleno = {5}
   }

2020

1. IESS

   Collaborative Recommendations with Deep Feed-Forward Networks: an Approach to Service Personalization

   Giovanni Luca Cascio Rizzo, Marco De Marco, Pasquale De Rosa, and Luigi Laura

   In 10th International Conference on Exploring Services Science (IESS), Porto, Portugal, Feb 2020

   DOI Bib

   @inproceedings{10.1007/978-3-030-38724-2_5,
     author = {Cascio Rizzo, Giovanni Luca and De Marco, Marco and De Rosa, Pasquale and Laura, Luigi},
     title = {Collaborative Recommendations with Deep Feed-Forward Networks: an Approach to Service Personalization},
     booktitle = {10th International Conference on Exploring Services Science (IESS)},
     year = {2020},
     publisher = {Springer},
     address = {Cham},
     pages = {65--78},
     doi = {10.1007/978-3-030-38724-2_5},
     location = {Porto, Portugal}
   }