… intrusion detection alerts, due to privacy reasons. A privacy-preserving collaboration system
for attack detection … Specifically, homomorphic encryption is used to perform alerts clustering …

… In this paper, we focus on ensuring the reliability and privacy preservation for FL in IDS by
taking … Then we apply homomorphic encryption and differential privacy techniques to provide a …

… are encrypted using the Homomorphic encryption technique … Homomorphic encryption adds
a significant layer of privacy … -based intrusion detection because it protects the confidentiality …

… Homomorphic Encryption and differential privacy. Secondly, an Artificial Immune … the privacy
preservation technique using Paillier Homomorphic Encryption following differential privacy …

… A privacy-preserving scheme based on a multisource distributed training model is proposed.
The Paillier homomorphic encryption is used to upload the detection models trained in …

… problems of smart grid AMI federated intrusion detection concurrently, this paper proposes
a privacy protection method using homomorphic CKKS encryption. When the client upload …

… In this paper, we propose a privacy-preserving scheme using homomorphic encryption to
secure medical plaintext data from being accessed by attackers. Secret sharing distributes …

… This work presented a novel homomorphic encryption framework over non-abelian rings (…
homomorphic encryption framework over non-abelian rings, and define the homomorphism …

… [25] (SEAL) is used in this work as a stateof-the-art homomorphic encryption solution. SEAL
… privacypreserving intrusion detection protocol, we implemented it using Simple Encrypted …

… vulnerable to various security and privacy concerns. This paper proposes a deep learning
and homomorphic encryption-based privacy-preserving data aggregation model to mitigate …