IEEE Computer Society
| Dec 2025 | Vol. 49 No. 4 |
IEEE Computer Society
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Letters |
| Letter from the Editor-in-Chief | Haixun Wang | 1 |
| Letter from the Special Issue Editor | Shantanu Sharma, Xi He | 4 |
Special Issue on Privacy-Preserving Technologies for Data Engineering/Science in the Age of AI |
| Privacy, Policy, and Compliance in Yet Another 'Age': The Necessity of Interdisciplinary Collaboration for Artificial Intelligence Applications |
| Bailey Kacsmar | 6 |
| Data Privacy and Computation Integrity in Machine Learning Scenarios: Some Issues and Approaches |
| Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Pierangela Samarati | 33 |
| Beyond Data Privacy: New Privacy Risks for Large Language Models |
| Yuntao Du, Zitao Li, Ninghui Li, Bolin Ding | 47 |
| Privacy-Preserving Federated Large Language Models: Techniques and Trade-offs |
| Runhua Xu, Guoan Wan, James Joshi | 76 |
| Hyper-Scale Managed Identities and Access Control |
| Ivan Alagenchev, Shobhit Trehan, Kang Gui, Dragos Avadanei, Raghavendra Kammara, Will Bartlett, Rajat Jain, Raghav Kaushik | 94 |
| Optimal Group Privacy for DP-SGD |
| Saeed Mahloujifar, Alexandre Sablayrolles, Graham Cormode, Somesh Jha | 109 |
| Rethinking Benchmarks for Differentially Private Image Classification |
| Sabrina Mokhtari, Sara Kodeiri, Shubhankar Mohapatra, Florian Tramèr, Gautam Kamath | 137 |
Conference and Journal Notices |
| TCDE Membership Form | 157 |