Search Results for author: Hyeonsu Lyu

Found 4 papers, 1 papers with code

Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network

no code implementations2 May 2024 Hyeonsu Lyu, Jonggyu Jang, Harim Lee, Hyun Jong Yang

We address a joint trajectory planning, user association, resource allocation, and power control problem to maximize proportional fairness in the aerial IoT network, considering practical end-to-end quality-of-service (QoS) and communication schedules.

Fairness Trajectory Planning

Patch-MI: Enhancing Model Inversion Attacks via Patch-Based Reconstruction

no code implementations12 Dec 2023 Jonggyu Jang, Hyeonsu Lyu, Hyun Jong Yang

This approach allows the synthesis of images that are similar to the target dataset distribution, even in cases of dissimilar auxiliary dataset distribution.

Generative Adversarial Network

Deeper Understanding of Black-box Predictions via Generalized Influence Functions

1 code implementation9 Dec 2023 Hyeonsu Lyu, Jonggyu Jang, Sehyun Ryu, Hyun Jong Yang

However, growing non-convexity and the number of parameters in modern large-scale models lead to imprecise influence approximation and instability in computations.

Influence Approximation

Privacy-Protection Drone Patrol System based on Face Anonymization

no code implementations29 May 2020 Harim Lee, Myeung Un Kim, Yeongjun Kim, Hyeonsu Lyu, Hyun Jong Yang

These attractive advantages such as high-resolution cameras and mobility can be a double-edged sword, i. e., privacy infringement.

Face Anonymization Privacy Preserving +1

Cannot find the paper you are looking for? You can Submit a new open access paper.