conftrace_

Minh N. Vu

4 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (2) AAAI (1) IJCAI (1)

Top co-authors

Manish Bhattarai (2) My T. Thai (2) Ben Nebgen (2) Geigh Zollicoffer (2) Boian Alexandrov (2) Huy Mai (1) Xintao Wu (1) Quan Minh Nguyen (1) Juan Castorena (1) Ruoming Jin (1)

Keywords

differential privacy (1) adversarial robustness (1) privacy preservation (1) neural network optimization (1) image denoising (1) low-rank approximation (1) diffusion model (1) adversarial defense (1) adversarial purification (1) gaussian mechanism (1) tucker decomposition (1)

Papers

LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025 Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models ICML 2025 Topological Signatures of Adversaries in Multimodal Alignments ICML 2025 Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness IJCAI 2019