adversarial examples

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

adversarial machine learning

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Mohammadreza, Mohammadi, Rahdari, Ahmad, Taheri, Rahim and Conti, Mauro (2025) A random deep feature selection approach to mitigate transferable adversarial attacks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3594253)

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Haider, Imran, Taheri, Rahim and Conti, Mauro (2025) Federated learning under attack: exposing vulnerabilities through data poisoning attacks in computer networks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3525554)

AI security

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

backdoor attacks

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

Causative attacks

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Haider, Imran, Taheri, Rahim and Conti, Mauro (2025) Federated learning under attack: exposing vulnerabilities through data poisoning attacks in computer networks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3525554)

Corrupted training sets

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Haider, Imran, Taheri, Rahim and Conti, Mauro (2025) Federated learning under attack: exposing vulnerabilities through data poisoning attacks in computer networks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3525554)

cyber security

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Mohammadreza, Mohammadi, Rahdari, Ahmad, Taheri, Rahim and Conti, Mauro (2025) A random deep feature selection approach to mitigate transferable adversarial attacks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3594253)

cyber-physical systems

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

cybersecurity

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Haider, Imran, Taheri, Rahim and Conti, Mauro (2025) Federated learning under attack: exposing vulnerabilities through data poisoning attacks in computer networks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3525554)

data poisoning

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Haider, Imran, Taheri, Rahim and Conti, Mauro (2025) Federated learning under attack: exposing vulnerabilities through data poisoning attacks in computer networks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3525554)

data reconstruction

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

deep learning security

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

denial-of-service attacks

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

Differential Privacy

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)

distributed cloud computing

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)

edge computing

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)

explainable AI

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

federated Learning

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)

Federated learning

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Haider, Imran, Taheri, Rahim and Conti, Mauro (2025) Federated learning under attack: exposing vulnerabilities through data poisoning attacks in computer networks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3525554)

federated learning security

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

IoT security

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

machine learning

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Mohammadreza, Mohammadi, Rahdari, Ahmad, Taheri, Rahim and Conti, Mauro (2025) A random deep feature selection approach to mitigate transferable adversarial attacks. IEEE Transactions on Network and Service Management. ISSN 1932-4537 (Online) (doi:10.1109/TNSM.2025.3594253)

machine learning robustness

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

membership inference

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

model extraction

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

Multi-Party Computation

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)

privacy attacks

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

privacy-preserving computing

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)

probabilistic robustness

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

quantum adversarial AI

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

sponge attacks

Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim and Cordeiro, Lucas (2026) Adversarial Example Detection and Mitigation Using Machine Learning. https://doi.org/10.1007/978-3-031-99447-0 . Springer Nature, Cham, Switzerland. ISBN 978-3031994463

Trusted Execution Environments

Rahdari, Ahmad, Keshavarz, Elham, Nowroozi, Ehsan ORCID: https://orcid.org/0000-0002-5714-8378, Taheri, Rahim, Hajizadeh, Mehrdad, Mohammadi, Mohammadreza, Sinaei, Sima and Bauschert, Thomas (2025) A survey on privacy and security in distributed cloud computing: exploring federated learning and beyond. IEEE Open Journal of the Communications Society. ISSN 2644-125X (Online) (doi:10.1109/OJCOMS.2025.3560034)