PAGNOTTA, GIULIO
PAGNOTTA, GIULIO
DIPARTIMENTO DI INFORMATICA
Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem
2025 Hitaj, Dorjan; Pagnotta, Giulio; De Gaspari, Fabio; Ruko, Sediola; Hitaj, Briland; Mancini, Luigi V.; Perez-Cruz, Fernando
DOLOS: A Novel Architecture for Moving Target Defense
2023 Pagnotta, Giulio; DE GASPARI, Fabio; Hitaj, Dorjan; Andreolini, Mauro; Colajanni, Michele; Mancini, Luigi V.
EnCoD: Distinguishing Compressed and Encrypted File Fragments
2020 De Gaspari, F.; Hitaj, D.; Pagnotta, G.; De Carli, L.; Mancini, L. V.
Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques
2022 De Gaspari, Fabio; Hitaj, Dorjan; Pagnotta, Giulio; De Carli, Lorenzo; Mancini, Luigi V.
FedComm: Federated Learning as a Medium for Covert Communication
2023 Hitaj, Dorjan; Pagnotta, Giulio; Hitaj, Briland; Perez-Cruz, Fernando; Mancini, Luigi V.
MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding
2022 Hitaj, Dorjan; Pagnotta, Giulio; Hitaj, Briland; Mancini, Luigi V.; Perez-Cruz, Fernando
Minerva: A File-Based Ransomware Detector
2025 Hitaj, Dorjan; Pagnotta, Giulio; De Gaspari, Fabio; De Carli, Lorenzo; Mancini, Luigi V.
OliVaR: Improving olive variety recognition using deep neural networks
2024 Miho, H.; Pagnotta, G.; Hitaj, D.; De Gaspari, F.; Mancini, L. V.; Koubouris, G.; Godino, G.; Hakan, M.; Diez, C. M.
PassFlow: Guessing Passwords with Generative Flows
2022 Pagnotta, G.; Hitaj, D.; De Gaspari, F.; Mancini, L. V.
Reliable detection of compressed and encrypted data
2022 De Gaspari, F.; Hitaj, D.; Pagnotta, G.; De Carli, L.; Mancini, L. V.
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding
2024 Pagnotta, Giulio; Hitaj, Dorjan; Hitaj, Briland; Perez-Cruz, Fernando; Mancini, Luigi V.
The Naked Sun: Malicious Cooperation Between Benign-Looking Processes
2020 DE GASPARI, Fabio; Hitaj, Dorjan; Pagnotta, Giulio; De Carli, Lorenzo; Mancini, Luigi V.
Towards Intelligent Cyber Deception Systems
2019 De Gaspari, Fabio; Jajodia, Sushil; Mancini, Luigi V.; Pagnotta, Giulio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem | 2025 | Hitaj, Dorjan; Pagnotta, Giulio; De Gaspari, Fabio; Ruko, Sediola; Hitaj, Briland; Mancini, Luigi V.; Perez-Cruz, Fernando | |
| DOLOS: A Novel Architecture for Moving Target Defense | 2023 | Pagnotta, Giulio; DE GASPARI, Fabio; Hitaj, Dorjan; Andreolini, Mauro; Colajanni, Michele; Mancini, Luigi V. | |
| EnCoD: Distinguishing Compressed and Encrypted File Fragments | 2020 | De Gaspari, F.; Hitaj, D.; Pagnotta, G.; De Carli, L.; Mancini, L. V. | |
| Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques | 2022 | De Gaspari, Fabio; Hitaj, Dorjan; Pagnotta, Giulio; De Carli, Lorenzo; Mancini, Luigi V. | |
| FedComm: Federated Learning as a Medium for Covert Communication | 2023 | Hitaj, Dorjan; Pagnotta, Giulio; Hitaj, Briland; Perez-Cruz, Fernando; Mancini, Luigi V. | |
| MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding | 2022 | Hitaj, Dorjan; Pagnotta, Giulio; Hitaj, Briland; Mancini, Luigi V.; Perez-Cruz, Fernando | |
| Minerva: A File-Based Ransomware Detector | 2025 | Hitaj, Dorjan; Pagnotta, Giulio; De Gaspari, Fabio; De Carli, Lorenzo; Mancini, Luigi V. | |
| OliVaR: Improving olive variety recognition using deep neural networks | 2024 | Miho, H.; Pagnotta, G.; Hitaj, D.; De Gaspari, F.; Mancini, L. V.; Koubouris, G.; Godino, G.; Hakan, M.; Diez, C. M. | |
| PassFlow: Guessing Passwords with Generative Flows | 2022 | Pagnotta, G.; Hitaj, D.; De Gaspari, F.; Mancini, L. V. | |
| Reliable detection of compressed and encrypted data | 2022 | De Gaspari, F.; Hitaj, D.; Pagnotta, G.; De Carli, L.; Mancini, L. V. | |
| TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding | 2024 | Pagnotta, Giulio; Hitaj, Dorjan; Hitaj, Briland; Perez-Cruz, Fernando; Mancini, Luigi V. | |
| The Naked Sun: Malicious Cooperation Between Benign-Looking Processes | 2020 | DE GASPARI, Fabio; Hitaj, Dorjan; Pagnotta, Giulio; De Carli, Lorenzo; Mancini, Luigi V. | |
| Towards Intelligent Cyber Deception Systems | 2019 | De Gaspari, Fabio; Jajodia, Sushil; Mancini, Luigi V.; Pagnotta, Giulio |