76 citations · 79 across the 6 of their papers we have counts for
6 papers
A Review on Machine Unlearning
Haibo Zhang, Toru Nakamura, Takamasa Isohara +1
Recently, an increasing number of laws have governed the useability of users' privacy. For example, Article 17 of the General Data Protection Regulation (GDPR), the right to be for…
Trustworthy Federated Learning: Privacy, Security, and Beyond
Chunlu Chen, Ji Liu, Haowen Tan +5
While recent years have witnessed the advancement in big data and Artificial Intelligence (AI), it is of much importance to safeguard data privacy and security. As an innovative ap…
The Impact of Prompts on Zero-Shot Detection of AI-Generated Text
Kaito Taguchi, Yujie Gu, Kouichi Sakurai
In recent years, there have been significant advancements in the development of Large Language Models (LLMs). While their practical applications are now widespread, their potential…
An Experimentally Validated Feasible Quantum Protocol for Identity-Based Signature with Application to Secure Email Communication
Tapaswini Mohanty, Vikas Srivastava, Sumit Kumar Debnath +3
Digital signatures are one of the simplest cryptographic building blocks that provide appealing security characteristics such as authenticity, unforgeability, and undeniability. In…
Versatile Defense Against Adversarial Attacks on Image Recognition
Haibo Zhang, Zhihua Yao, Kouichi Sakurai
Adversarial attacks present a significant security risk to image recognition tasks. Defending against these attacks in a real-life setting can be compared to the way antivirus soft…
A Statistical Verification Method of Random Permutations for Hiding Countermeasure Against Side-Channel Attacks
Jong-Yeon Park, Jang-Won Ju, Wonil Lee +3
As NIST is putting the final touches on the standardization of PQC (Post Quantum Cryptography) public key algorithms, it is a racing certainty that peskier cryptographic attacks un…