Penny Chong

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Outlier Detection

Adaboost Classifier

Detect Outliers

Prune The Search Space

Top Venues

IEEE Symposium on Security and Privacy Workshops

IEEE Trans. Image Process.

IEEE Trans. Inf. Forensics Secur.

Publications

Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee
Efficiently Distilling LLMs for Edge Applications. CoRR (2024)
Penny Chong, Laura Wynter, Bharathi Chaudhury
Multimodal Deep Learning with Boosted Trees for Edge Inference. ICDM (Workshops) (2023)
Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
Toward Scalable and Unified Example-Based Explanation and Outlier Detection. IEEE Trans. Image Process. 31 (2022)
Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples. CoRR (2021)
Penny Chong, Lukas Ruff, Marius Kloft, Alexander Binder
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification. IJCNN (2020)
Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Yuval Elovici, Alexander Binder
Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity. CoRR (2020)
Penny Chong, Lukas Ruff, Marius Kloft, Alexander Binder
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification. CoRR (2020)
Penny Chong, Yuval Elovici, Alexander Binder
User Authentication Based on Mouse Dynamics Using Deep Neural Networks: A Comprehensive Study. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Penny Chong, Yuval Elovici, Alexander Binder
Deja vu from the SVM Era: Example-based Explanations with Outlier Detection. CoRR (2020)
Penny Chong, Yi Xiang Marcus Tan, Juan Guarnizo, Yuval Elovici, Alexander Binder
Mouse Authentication Without the Temporal Aspect - What Does a 2D-CNN Learn? IEEE Symposium on Security and Privacy Workshops (2018)
Jiamei Sun, Penny Chong, Yi Xiang Marcus Tan, Alexander Binder
ImageCLEF 2017: ImageCLEF Tuberculosis Task - the SGEast Submission. CLEF (Working Notes) (2017)