B. Hitaj

Most-cited papers

Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
B. Hitaj, G. Ateniese, F. Pérez-Cruz
2017Conference on Computer and Communications Security1,653 citations Open access
Semantic Scholar
PassGAN: A Deep Learning Approach for Password Guessing
B. Hitaj, Paolo Gasti, G. Ateniese, F. Pérez-Cruz
2017International Conference on Applied Cryptography and Network Security319 citations Open access
Semantic Scholar
PassGPT: Password Modeling and (Guided) Generation with Large Language Models
Javier Rando, F. Pérez-Cruz, B. Hitaj
2023European Symposium on Research in Computer Security38 citations Open access
Semantic Scholar
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks
Dorjan Hitaj, B. Hitaj, S. Jajodia, L. Mancini
2020IEEE Intelligent Systems31 citations Open access
Semantic Scholar
FedComm: Federated Learning as a Medium for Covert Communication
Dorjan Hitaj, Giulio Pagnotta, B. Hitaj, F. Pérez-Cruz +1 more
2022IEEE Transactions on Dependable and Secure Computing29 citations Open access
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Adversarial Scratches: Deployable Attacks to CNN Classifiers
Loris Giulivi, Malhar Jere, Loris Rossi, F. Koushanfar +3 more
2022Pattern Recognition27 citations Open access
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Evasion Attacks Against Watermarking Techniques found in MLaaS Systems
Dorjan Hitaj, B. Hitaj, L. Mancini
2019Swiss Conference on Data Science27 citations
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MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding
Dorjan Hitaj, Giulio Pagnotta, B. Hitaj, L. Mancini +1 more
2022European Symposium on Research in Computer Security23 citations
Semantic Scholar
No Place to Hide that Bytes Won't Reveal: Sniffing Location-Based Encrypted Traffic to Track a User's Position
G. Ateniese, B. Hitaj, L. Mancini, Nino Vincenzo Verde +1 more
2015International Conference on Network and System Security22 citations Open access
Semantic Scholar
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding
Giulio Pagnotta, Dorjan Hitaj, B. Hitaj, F. Pérez-Cruz +1 more
2022Asia-Pacific Computer Systems Architecture Conference19 citations Open access
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Scratch that! An Evolution-based Adversarial Attack against Neural Networks
Malhar Jere, B. Hitaj, G. Ciocarlie, F. Koushanfar
2019arXiv.org18 citations
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Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem
Dorjan Hitaj, Giulio Pagnotta, Fabio De Gaspari, Sediola Ruko +3 more
2024IEEE Transactions on Dependable and Secure Computing12 citations Open access
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CoProver: A Recommender System for Proof Construction
E. Yeh, B. Hitaj, S. Owre, Maena Quemener +1 more
2023International Conference on Intelligent Computer Mathematics8 citations Open access
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LLM in the middle: A systematic review of threats and mitigations to real-world LLM-based systems
V. Moia, Igor Jochem Sanz, Gabriel Antonio Fontes Rebello, Rodrigo Duarte de Meneses +2 more
2026Computer Science Review6 citations Open access
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LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems
V. Moia, Igor Jochem Sanz, Gabriel Antonio Fontes Rebello, Rodrigo Duarte de Meneses +2 more
2025arXiv.org4 citations
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An Augmented MetiTarski Dataset for Real Quantifier Elimination Using Machine Learning
John Hester, B. Hitaj, G. Passmore, S. Owre +2 more
2023International Conference on Intelligent Computer Mathematics4 citations
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A Case Study on the Use of Representativeness Bias as a Defense Against Adversarial Cyber Threats
B. Hitaj, G. Denker, L. Tinnel, M. McAnally +8 more
20252025 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)3 citations Open access
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Multi-LLM Collaboration for Medication Recommendation
Huascar Sanchez, B. Hitaj, Jules P. Bergmann, Linda Briesemeister
2025arXiv.org3 citations
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LLM Chemistry Estimation for Multi-LLM Recommendation
Huascar Sanchez, B. Hitaj
2025arXiv.org3 citations
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Critical Infrastructure Security Goes to Space: Leveraging Lessons Learned on the Ground
T. Ellis, B. Hitaj, Ulf Lindqvist, Deborah Shands +2 more
2023ASCEND 20231 citations Open access
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Revisiting Variable Ordering for Real Quantifier Elimination using Machine Learning
John Hester, B. Hitaj, G. Passmore, S. Owre +2 more
2023arXiv.org1 citations Open access
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Trust in Motion: Capturing Trust Ascendancy in Open-Source Projects using Hybrid AI
H. Sánchez, B. Hitaj
2022arXiv.org1 citations Open access
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WHAT ARE GANS USEFUL FOR
P. Olmos, B. Hitaj, Paolo Gasti, G. Ateniese +1 more
20181 citations
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Automatic Measures for Evaluating Generative Design Methods for Architects
E. Yeh, B. Hitaj, Vidyasagar Sadhu, Anirban Roy +2 more
2023arXiv.org0 citations Open access
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Software Introspection for Signaling Social-Cyber Operations
H. Sánchez, B. Hitaj
2023CPS-IoT Week Workshops0 citations Open access
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Capturing the iccMAX calculatorElement: A Case Study on Format Design
Vijay H. Kothari, P. Anantharaman, Sean W. Smith, B. Hitaj +5 more
20222022 IEEE Security and Privacy Workshops (SPW)0 citations
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Scratch that! An Evolution-based Adversarial Attack against Neural Networks.
Malhar Jere, B. Hitaj, G. Ciocarlie, F. Koushanfar
20190 citations
Semantic Scholar
What are GANs useful for ? W HAT ARE GAN S USEFUL FOR ?
B. Hitaj, P. Olmos
20180 citations
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Using gravitational force in terrain optimization problems
E. Terolli, B. Hitaj, Oguz Altun
20140 citations
Semantic Scholar
The Unreasonable Benchmark
F. Pérez-Cruz, B. Hitaj, G. Dimitri, Oishi Deb +25 more
0 citations
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