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Dorjan Hitaj
Dorjan Hitaj
Postdoctoral Researcher, Sapienza University of Rome
Geverifieerd e-mailadres voor di.uniroma1.it - Homepage
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Have You Stolen My Model? Evasion Attacks Against Deep Neural Network Watermarking Techniques
D Hitaj, LV Mancini
arXiv preprint arXiv:1809.00615, 2018
472018
Evasion attacks against watermarking techniques found in MLaaS systems
D Hitaj, B Hitaj, LV Mancini
2019 Sixth International Conference on Software Defined Systems (SDS), 55-63, 2019
242019
The Naked Sun: Malicious Cooperation Between Benign-Looking Processes
F De Gaspari, D Hitaj, G Pagnotta, L De Carli, LV Mancini
Applied Cryptography and Network Security: 18th International Conference …, 2020
182020
EnCoD: Distinguishing Compressed and Encrypted File Fragments
F De Gaspari, D Hitaj, G Pagnotta, L De Carli, LV Mancini
Network and System Security: 14th International Conference, NSS 2020 …, 2020
162020
Evaluating the robustness of geometry-aware instance-reweighted adversarial training
D Hitaj, G Pagnotta, I Masi, LV Mancini
arXiv preprint arXiv:2103.01914, 2021
142021
Reliable detection of compressed and encrypted data
F De Gaspari, D Hitaj, G Pagnotta, L De Carli, LV Mancini
Neural Computing and Applications 34 (22), 20379-20393, 2022
72022
Capture the bot: Using adversarial examples to improve CAPTCHA robustness to bot attacks
D Hitaj, B Hitaj, S Jajodia, LV Mancini
IEEE Intelligent Systems 36 (5), 104-112, 2020
72020
Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques
F De Gaspari, D Hitaj, G Pagnotta, L De Carli, LV Mancini
Neural Computing and Applications 34 (14), 12077-12096, 2022
52022
Fedcomm: Federated learning as a medium for covert communication
D Hitaj, G Pagnotta, B Hitaj, F Perez-Cruz, LV Mancini
arXiv preprint arXiv:2201.08786, 2022
42022
Passflow: guessing passwords with generative flows
G Pagnotta, D Hitaj, F De Gaspari, LV Mancini
2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems …, 2022
32022
Tattooed: A robust deep neural network watermarking scheme based on spread-spectrum channel coding
G Pagnotta, D Hitaj, B Hitaj, F Perez-Cruz, LV Mancini
arXiv preprint arXiv:2202.06091, 2022
12022
Towards Indestructible Molecular Robots.
I Capuni, A Halimi, D Hitaj
SOFSEM (Student Research Forum Papers/Posters), 112-119, 2015
12015
Minerva: A File-Based Ransomware Detector
D Hitaj, G Pagnotta, F De Gaspari, L De Carli, LV Mancini
arXiv preprint arXiv:2301.11050, 2023
2023
MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding
D Hitaj, G Pagnotta, B Hitaj, LV Mancini, F Perez-Cruz
Computer Security–ESORICS 2022: 27th European Symposium on Research in …, 2022
2022
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