Luca Gioacchini

20 papers A 1Journal 8Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
AutoPenBench: A Vulnerability Testing Benchmark for Generative Agents.
EMNLP (Industry Track)
Luca Gioacchini, Alexander Delsanto, Idilio Drago, Marco Mellia, Giuseppe Siracusano, Roberto Bifulco
2025 J jnl
CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks.
ACM Trans. Web
Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida
2025 — —
Unleashing the Power of AI to Automate Cybersecurity.
Luca Gioacchini
2024 — conf
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents.
NAACL (Demonstrations)
Luca Gioacchini, Giuseppe Siracusano, Davide Sanvito, Kiril Gashteovski, David Friede, Roberto Bifulco, Carolin Lawrence
2024 J jnl
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents.
CoRR
Luca Gioacchini, Giuseppe Siracusano, Davide Sanvito, Kiril Gashteovski, David Friede, Roberto Bifulco, Carolin Lawrence
2024 J jnl
AutoPenBench: Benchmarking Generative Agents for Penetration Testing.
CoRR
Luca Gioacchini, Marco Mellia, Idilio Drago, Alexander Delsanto, Giuseppe Siracusano, Roberto Bifulco
2024 J jnl
Cross-Network Embeddings Transfer for Traffic Analysis.
IEEE Trans. Netw. Serv. Manag.
Luca Gioacchini, Marco Mellia, Luca Vassio, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
2024 — conf
Detecting Edge and Node Anomalies with Temporal GNNs.
GNNet@CoNEXT
Andrea Cavallo, Luca Gioacchini, Luca Vassio, Marco Mellia
2024 — conf
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes.
EuroS&P Workshops
Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio
2024 J jnl
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes.
CoRR
Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio
2024 — conf
Explainable Stacking Models based on Complementary Traffic Embeddings.
EuroS&P Workshops
Luca Gioacchini, Welton Santos, Barbara Lopes, Idilio Drago, Marco Mellia, Jussara M. Almeida, Marcos André Gonçalves
2024 J jnl
Generic Multi-modal Representation Learning for Network Traffic Analysis.
CoRR
Luca Gioacchini, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Dario Rossi
2024 — conf
Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis.
ICDCSW
Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio
2023 J jnl
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks.
CoRR
Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida
2023 — conf
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis.
GNNet@CoNEXT
Luca Gioacchini, Andrea Cavallo, Marco Mellia, Luca Vassio
2023 J jnl
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis.
ACM Trans. Internet Techn.
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
2021 A conf
DarkVec: automatic analysis of darknet traffic with word embeddings.
CoNEXT
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
2020 — conf
Sensors Characterization for a Calibration-Free Connected Smart Insole for Healthy Ageing.
HealthyIoT
Luca Gioacchini, Angelica Poli, Stefania Cecchi, Susanna Spinsante
2019 — conf
A novel experimental-based tool for the design of LoRa networks.
MetroInd4.0&IoT
Susanna Spinsante, Luca Gioacchini, Lorenzo Scalise
2019 — conf
LoRa Evaluation in Mobility Conditions for a Connected Smart Shoe Measuring Physical Activity.
M&N
Susanna Spinsante, Angelica Poli, Stefano Pirani, Luca Gioacchini