Dorjan Hitaj

34 papers A 3B 1Journal 24Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
ADA: An AI-Powered Assistant for Managed Service Providers.
ITASEC/SERICS
Eleonora Breci, Sediola Ruko, Luigi V. Mancini, Dorjan Hitaj
2025 J jnl
Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects.
IEEE Access
Sabrine Ennaji, Fabio De Gaspari, Dorjan Hitaj, Alicia K Bidi, Luigi Vincenzo Mancini
2025 J jnl
Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem.
IEEE Trans. Dependable Secur. Comput.
Dorjan Hitaj, Giulio Pagnotta, Fabio De Gaspari, Sediola Ruko, Briland Hitaj, Luigi V. Mancini, Fernando Pérez-Cruz
2025 J jnl
MAYA: Addressing Inconsistencies in Generative Password Guessing through a Unified Benchmark.
CoRR
William Corrias, Fabio De Gaspari, Dorjan Hitaj, Luigi V. Mancini
2025 A conf
Minerva: A File-Based Ransomware Detector.
AsiaCCS
Dorjan Hitaj, Giulio Pagnotta, Fabio De Gaspari, Lorenzo De Carli, Luigi V. Mancini
2024 J jnl
Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects.
CoRR
Sabrine Ennaji, Fabio De Gaspari, Dorjan Hitaj, Alicia K Bidi, Luigi V. Mancini
2024 J jnl
Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem.
CoRR
Dorjan Hitaj, Giulio Pagnotta, Fabio De Gaspari, Sediola Ruko, Briland Hitaj, Luigi V. Mancini, Fernando Pérez-Cruz
2024 J jnl
FedComm: Federated Learning as a Medium for Covert Communication.
IEEE Trans. Dependable Secur. Comput.
Dorjan Hitaj, Giulio Pagnotta, Briland Hitaj, Fernando Pérez-Cruz, Luigi V. Mancini
2024 — conf
Have You Poisoned My Data? Defending Neural Networks Against Data Poisoning.
ESORICS (1)
Fabio De Gaspari, Dorjan Hitaj, Luigi V. Mancini
2024 J jnl
Have You Poisoned My Data? Defending Neural Networks against Data Poisoning.
CoRR
Fabio De Gaspari, Dorjan Hitaj, Luigi V. Mancini
2024 J jnl
OliVaR: Improving olive variety recognition using deep neural networks.
Comput. Electron. Agric.
Hristofor Miho, Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi Vincenzo Mancini, Georgios Koubouris, Gianluca Godino, Mehmet Hakan, Concepcion Muñoz Diez
2024 A conf
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding.
ACSAC
Giulio Pagnotta, Dorjan Hitaj, Briland Hitaj, Fernando Pérez-Cruz, Luigi V. Mancini
2023 J jnl
DOLOS: A Novel Architecture for Moving Target Defense.
CoRR
Giulio Pagnotta, Fabio De Gaspari, Dorjan Hitaj, Mauro Andreolini, Michele Colajanni, Luigi V. Mancini
2023 J jnl
DOLOS: A Novel Architecture for Moving Target Defense.
IEEE Trans. Inf. Forensics Secur.
Giulio Pagnotta, Fabio De Gaspari, Dorjan Hitaj, Mauro Andreolini, Michele Colajanni, Luigi V. Mancini
2023 J jnl
Minerva: A File-Based Ransomware Detector.
CoRR
Dorjan Hitaj, Giulio Pagnotta, Fabio De Gaspari, Lorenzo De Carli, Luigi V. Mancini
2023 J jnl
OliVaR: Improving Olive Variety Recognition using Deep Neural Networks.
CoRR
Hristofor Miho, Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi V. Mancini, Georgios Koubouris, Gianluca Godino, Mehmet Hakan, Concepcion Muñoz Diez
2022 J jnl
Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques.
Neural Comput. Appl.
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
2022 J jnl
FedComm: Federated Learning as a Medium for Covert Communication.
CoRR
Dorjan Hitaj, Giulio Pagnotta, Briland Hitaj, Fernando Pérez-Cruz, Luigi V. Mancini
2022 — conf
MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding.
ESORICS (3)
Dorjan Hitaj, Giulio Pagnotta, Briland Hitaj, Luigi V. Mancini, Fernando Pérez-Cruz
2022 A conf
PassFlow: Guessing Passwords with Generative Flows.
DSN
Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi V. Mancini
2022 J jnl
Reliable detection of compressed and encrypted data.
Neural Comput. Appl.
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
2022 J jnl
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding.
CoRR
Giulio Pagnotta, Dorjan Hitaj, Briland Hitaj, Fernando Pérez-Cruz, Luigi V. Mancini
2021 J jnl
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks.
IEEE Intell. Syst.
Dorjan Hitaj, Briland Hitaj, Sushil Jajodia, Luigi V. Mancini
2021 J jnl
Evaluating the Robustness of Geometry-Aware Instance-Reweighted Adversarial Training.
CoRR
Dorjan Hitaj, Giulio Pagnotta, Iacopo Masi, Luigi V. Mancini
2021 J jnl
PassFlow: Guessing Passwords with Generative Flows.
CoRR
Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi V. Mancini
2021 J jnl
Reliable Detection of Compressed and Encrypted Data.
CoRR
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
2020 J jnl
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks.
CoRR
Dorjan Hitaj, Briland Hitaj, Sushil Jajodia, Luigi V. Mancini
2020 B conf
EnCoD: Distinguishing Compressed and Encrypted File Fragments.
NSS
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
2020 J jnl
EnCoD: Distinguishing Compressed and Encrypted File Fragments.
CoRR
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
2020 — conf
The Naked Sun: Malicious Cooperation Between Benign-Looking Processes.
ACNS (2)
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
2019 — conf
Evasion Attacks Against Watermarking Techniques found in MLaaS Systems.
SDS
Dorjan Hitaj, Briland Hitaj, Luigi V. Mancini
2019 J jnl
The Naked Sun: Malicious Cooperation Between Benign-Looking Processes.
CoRR
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
2018 J jnl
Have You Stolen My Model? Evasion Attacks Against Deep Neural Network Watermarking Techniques.
CoRR
Dorjan Hitaj, Luigi V. Mancini
2015 — conf
Towards Indestructible Molecular Robots.
SOFSEM (Student Research Forum Papers / Posters)
Ilir Çapuni, Anisa Halimi, Dorjan Hitaj