Junae Kim

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 12

Top Topics

Image Classification

Fuzzy Clustering Algorithm

Penetration Testing

Autonomous Entities

Top Venues

USENIX Security Symposium

Publications

Shigang Liu, Di Cao, Junae Kim, Tamas Abraham, Paul Montague, Seyit Camtepe, Jun Zhang, Yang Xiang
EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection. CoRR (2024)
Rollin Omari, Junae Kim, Paul Montague
Adversarial Robustness on Image Classification With k-Means. IEEE Access 12 (2024)
Shigang Liu, Di Cao, Junae Kim, Tamas Abraham, Paul Montague, Seyit Camtepe, Jun Zhang, Yang Xiang
EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection. USENIX Security Symposium (2024)
Maxwell Standen, Junae Kim, Claudia Szabo
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning. CoRR (2023)
Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Paul Montague, Junae Kim, Gang Li
Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets. PAKDD (1) (2023)
Rollin Omari, Junae Kim, Paul Montague
Adversarial Robustness on Image Classification with k-means. CoRR (2023)
Nhat Nguyen, Duong Nguyen, Junae Kim, Gianluca Rizzo, Hung Nguyen
Multi-Agent Data Collection in Non-Stationary Environments. WoWMoM (2022)
Maxwell Standen, Martin Lucas, David Bowman, Toby J. Richer, Junae Kim, Damian Marriott
CybORG: A Gym for the Development of Autonomous Cyber Agents. CoRR (2021)
Khuong Tran, Ashlesha Akella, Maxwell Standen, Junae Kim, David Bowman, Toby Richer, Chin-Teng Lin
Deep hierarchical reinforcement agents for automated penetration testing. CoRR (2021)
Callum Baillie, Maxwell Standen, Jonathon Schwartz, Michael Docking, David Bowman, Junae Kim
CybORG: An Autonomous Cyber Operations Research Gym. CoRR (2020)
Junae Kim, David Hubczenko, Paul Montague
Towards Attention Based Vulnerability Discovery Using Source Code Representation. ICANN (4) (2019)
Paul Montague, Junae Kim
An efficient semi-supervised SVM for anomaly detection. IJCNN (2017)
Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel
Efficient Dual Approach to Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 25 (2) (2014)
Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel
An Efficient Dual Approach to Distance Metric Learning CoRR (2013)
Xuming He, Junae Kim, Nick Barnes
An face-based visual fixation system for prosthetic vision. EMBC (2012)
Nick Barnes, Xuming He, Chris McCarthy, Lachlan Horne, Junae Kim, Adele F. Scott, Paulette Lieby
The role of vision processing in prosthetic vision. EMBC (2012)
Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
Positive Semidefinite Metric Learning Using Boosting-like Algorithms. J. Mach. Learn. Res. 13 (2012)
Chunhua Shen, Junae Kim, Lei Wang
A scalable dual approach to semidefinite metric learning. CVPR (2011)
Kyoungup Park, Chunhua Shen, Zhihui Hao, Junae Kim
Efficiently Learning a Distance Metric for Large Margin Nearest Neighbor Classification. AAAI (2011)
Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
Positive Semidefinite Metric Learning Using Boosting-like Algorithms CoRR (2011)
Chunhua Shen, Junae Kim, Hanzi Wang
Generalized Kernel-Based Visual Tracking. IEEE Trans. Circuits Syst. Video Technol. 20 (1) (2010)
Chunhua Shen, Junae Kim, Lei Wang
Scalable large-margin Mahalanobis distance metric learning. IEEE Trans. Neural Networks 21 (9) (2010)
Chunhua Shen, Junae Kim, Lei Wang
Scalable Large-Margin Mahalanobis Distance Metric Learning CoRR (2010)
Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
Positive Semidefinite Metric Learning with Boosting CoRR (2009)
Chunhua Shen, Junae Kim, Hanzi Wang
Generalized Kernel-based Visual Tracking CoRR (2009)
Junae Kim, Chunhua Shen, Lei Wang
A Scalable Algorithm for Learning a Mahalanobis Distance Metric. ACCV (3) (2009)
Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
Positive Semidefinite Metric Learning with Boosting. NIPS (2009)
Junae Kim, Chunhua Shen, Lei Wang
Learning Cascaded Reduced-Set SVMs Using Linear Programming. DICTA (2008)