The Naked Sun: Malicious Cooperation Between Benign-Looking Processes. - Fabio De Gaspari; Dorjan Hitaj; Giulio Pagnotta; Lorenzo De Carli; Luigi V. Mancini (ACNS (2), 2020)

EnCoD: Distinguishing Compressed and Encrypted File Fragments. - Fabio De Gaspari; Dorjan Hitaj; Giulio Pagnotta; Lorenzo De Carli; Luigi V. Mancini (NSS, 2020)

Evaluating the Robustness of Geometry-Aware Instance-Reweighted Adversarial Training. - Dorjan Hitaj; Giulio Pagnotta; Iacopo Masi; Luigi V. Mancini (CoRR, 2021)

PassFlow: Guessing Passwords with Generative Flows. - Giulio Pagnotta; Dorjan Hitaj; Fabio De Gaspari; Luigi V. Mancini (DSN, 2022)

MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding. - Dorjan Hitaj; Giulio Pagnotta; Briland Hitaj; Luigi V. Mancini; Fernando Pérez-Cruz (ESORICS (3), 2022)

Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques. - Fabio De Gaspari; Dorjan Hitaj; Giulio Pagnotta; Lorenzo De Carli; Luigi V. Mancini (Neural Comput. Appl., 2022)

Reliable detection of compressed and encrypted data. - Fabio De Gaspari; Dorjan Hitaj; Giulio Pagnotta; Lorenzo De Carli; Luigi V. Mancini (Neural Comput. Appl., 2022)

Minerva: A File-Based Ransomware Detector. - Dorjan Hitaj; Giulio Pagnotta; Fabio De Gaspari; Lorenzo De Carli; Luigi V. Mancini (CoRR, 2023)

DOLOS: A Novel Architecture for Moving Target Defense. - Giulio Pagnotta; Fabio De Gaspari; Dorjan Hitaj; Mauro Andreolini; Michele Colajanni; Luigi V. Mancini (IEEE Trans. Inf. Forensics Secur., 2023)

TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding. - Giulio Pagnotta; Dorjan Hitaj; Briland Hitaj; Fernando Pérez-Cruz; Luigi V. Mancini (ACSAC, 2024)

Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem. - Dorjan Hitaj; Giulio Pagnotta; Fabio De Gaspari; Sediola Ruko; Briland Hitaj; Luigi V. Mancini; Fernando Pérez-Cruz (CoRR, 2024)

FedComm: Federated Learning as a Medium for Covert Communication. - Dorjan Hitaj; Giulio Pagnotta; Briland Hitaj; Fernando Pérez-Cruz; Luigi V. Mancini (IEEE Trans. Dependable Secur. Comput., 2024)

OliVaR: Improving olive variety recognition using deep neural networks. - Hristofor Miho; Giulio Pagnotta; Dorjan Hitaj; Fabio De Gaspari; Luigi Vincenzo Mancini; Georgios Koubouris; Gianluca Godino; Mehmet Hakan; Concepcion Muñoz Diez (Comput. Electron. Agric., 2024)