Research output per year
Research output per year
Fingerprint
Dive into the research topics where J. Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Detecting Vulnerabilities of Heterogeneous Federated Learning Systems
Huang, J., 2026, 121 p.Research output: Thesis › Dissertation (TU Delft)
Open AccessFile8 Downloads (Pure) -
Single-Fold Distillation for Diffusion Models
Hong, C., Huang, J., Birke, R., Epema, D., Roos, S. & Chen, L. Y., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Proceedings. Ribeiro, R. P., Jorge, A. M., Soares, C., Gama, J., Pfahringer, B., Japkowicz, N., Larrañaga, P. & Abreu, P. H. (eds.). Springer, p. 173-189 17 p. (Lecture Notes in Computer Science; vol. 16014 LNCS).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Adversarial Knowledge Extraction via Steering Diffusion Models
Hong, C., Huang, J., Chen, L. & Birke, R., 2025, Neural Information Processing - 31st International Conference, ICONIP 2024, Proceedings. Mahmud, M., Doborjeh, M., Wong, K., Leung, A. C. S., Doborjeh, Z. & Tanveer, M. (eds.). Cham: Springer, p. 336-350 15 p. (Communications in Computer and Information Science; vol. 2293 CCIS).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile -
GIDM: Gradient Inversion of Federated Diffusion Models
Huang, J., Hong, C., Roos, S. & Chen, L. Y., 2025, Availability, Reliability and Security - 20th International Conference, ARES 2025, Proceedings. Dalla Preda, M., Schrittwieser, S., Naessens, V. & De Sutter, B. (eds.). Cham: Springer, p. 380-401 22 p. (Lecture Notes in Computer Science; vol. 15992 LNCS).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models
Meijer, C., Huang, J., Sharma, S., Lazovik, E. & Chen, L. Y., 2025, Proceedings - 2025 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2025. New York, NY: IEEE, p. 110-124 15 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile