IEEE Transactions on Artificial Intelligence, Volume 6, Issue 2, February 2025

1) Guest Editorial: Operationalizing Responsible AI

Author(s): Qinghua Lu, Apostol Vassilev, Jun Zhu, Foutse Khomh

Pages: 252 - 253

2) Ethical Aspects of ChatGPT in Software Engineering Research

Author(s): Muhammad Azeem Akbar, Arif Ali Khan, Peng Liang

Pages: 254 - 267

3) FedDGA: Federated Multitask Learning Based on Dynamic Guided Attention

Author(s): Haoyun Sun, Hongwei Zhao, Liang Xu, Weishan Zhang, Hongqing Guan, Su Yang

Pages: 268 - 280

4) FairCompass: Operationalizing Fairness in Machine Learning

Author(s): Jessica Liu, Huaming Chen, Jun Shen, Kim-Kwang Raymond Choo

Pages: 281 - 291

5) Frequency Attacks Based on Invertible Neural Networks

Author(s): Ming-Wen Shao, Jian-Xin Yang, Ling-Zhuang Meng, Zhi-Yong Hu

Pages: 292 - 300

6) A Credible and Fair Federated Learning Framework Based on Blockchain

Author(s): Leiming Chen, Dehai Zhao, Liping Tao, Kai Wang, Sibo Qiao, Xingjie Zeng, Chee Wei Tan

Pages: 301 - 316

7) A Membership Inference and Adversarial Attack Defense Framework for Network Traffic Classifiers

Author(s): Guangrui Liu, Weizhe Zhang, Xurun Wang, Stephen King, Shui Yu

Pages: 317 - 332

8) Privacy Inference Attack and Defense in Centralized and Federated Learning: A Comprehensive Survey

Author(s): Bosen Rao, Jiale Zhang, Di Wu, Chengcheng Zhu, Xiaobing Sun, Bing Chen

Pages: 333 - 353

9) Rethinking Transferable Adversarial Attacks With Double Adversarial Neuron Attribution

Author(s): Zhiyu Zhu, Zhibo Jin, Xinyi Wang, Jiayu Zhang, Huaming Chen, Kim-Kwang Raymond Choo

Pages: 354 - 364

10) Latency- and Privacy-Aware Convolutional Neural Network Distributed Inference for Reliable Artificial Intelligence Systems

Author(s): Yuhao Hu, Xiaolong Xu, Lianyong Qi, Xiaokang Zhou, Xiaoyu Xia

Pages: 365 - 377

11) Nudging Toward Responsible Recommendations: A Graph-Based Approach to Mitigate Belief Filter Bubbles

Author(s): Mengyan Wang, Yuxuan Hu, Shiqing Wu, Weihua Li, Quan Bai, Zihan Yuan, Chenting Jiang

Pages: 378 - 392

12) A Locality-Sensitive-Hashing-Based Collaborative Recommendation Method for Responsible AI-Driven Recommender Systems

Author(s): Wenmin Lin, Xinyi Zhou, Lu Sun, Lianyong Qi, Sang-Bing Tsai, Yihong Yang, Hanwen Liu, Huaizhen Kou, Lingzhen Kong

Pages: 393 - 404

13) LLMaaS: Serving Large-Language Models on Trusted Serverless Computing Platforms

Author(s): Zinuo Cai, Rongbo Ma, Yicheng Fu, Weishan Zhang, Ruhui Ma, Haibing Guan

Pages: 405 - 415

14) Fostering Human Rights in Responsible AI: A Systematic Review for Best Practices in Industry

Author(s): Maria Teresa Baldassarre, Danilo Caivano, Berenice Fernández Nieto, Domenico Gigante, Azzurra Ragone

Pages: 416 - 431

15) Empowering Machine Learning With Scalable Feature Engineering and Interpretable AutoML

Author(s): Hassan Eldeeb, Radwa Elshawi

Pages: 432 - 447

16) Temporal Knowledge Extrapolation Based on Fine-Grained Tensor Graph Attention Network for Responsible AI

Author(s): Jing Yang, Chengxuan Huang, Xiangli Yang, Laurence T. Yang, Yuan Gao, Cong Liu

Pages: 448 - 457

17) Under the Influence: A Survey of Large Language Models in Fake News Detection

Author(s): Soveatin Kuntur, Anna Wróblewska, Marcin Paprzycki, Maria Ganzha

Pages: 458 - 476

18) Artificial Intelligence Across Europe: A Study on Awareness, Attitude and Trust

Author(s): Teresa Scantamburlo, Atia Cortés, Francesca Foffano, Cristian Barrué, Veronica Distefano, Long Pham, Alessandro Fabris

Pages: 477 - 490