Junae Kim

Orcid: 0000-0003-2288-8699

According to our database1, Junae Kim authored at least 22 papers between 2008 and 2024.

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Bibliography

2024
Adversarial Robustness on Image Classification With k-Means.
IEEE Access, 2024

EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection.
Proceedings of the 33rd USENIX Security Symposium, 2024

2023
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning.
CoRR, 2023

Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022
Multi-Agent Data Collection in Non-Stationary Environments.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

2021
Deep hierarchical reinforcement agents for automated penetration testing.
CoRR, 2021

CybORG: A Gym for the Development of Autonomous Cyber Agents.
CoRR, 2021

2020
CybORG: An Autonomous Cyber Operations Research Gym.
CoRR, 2020

2019
Towards Attention Based Vulnerability Discovery Using Source Code Representation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2017
An efficient semi-supervised SVM for anomaly detection.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2014
Efficient Dual Approach to Distance Metric Learning.
IEEE Trans. Neural Networks Learn. Syst., 2014

2013
An Efficient Dual Approach to Distance Metric Learning
CoRR, 2013

2012
Positive Semidefinite Metric Learning Using Boosting-like Algorithms.
J. Mach. Learn. Res., 2012

An face-based visual fixation system for prosthetic vision.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

The role of vision processing in prosthetic vision.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
A scalable dual approach to semidefinite metric learning.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Efficiently Learning a Distance Metric for Large Margin Nearest Neighbor Classification.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Scalable large-margin Mahalanobis distance metric learning.
IEEE Trans. Neural Networks, 2010

Generalized Kernel-Based Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2010

2009
Positive Semidefinite Metric Learning with Boosting.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

A Scalable Algorithm for Learning a Mahalanobis Distance Metric.
Proceedings of the Computer Vision, 2009

2008
Learning Cascaded Reduced-Set SVMs Using Linear Programming.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008


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