Youngja Park

Overview

Title

Principal Research Staff Member

Location

IBM Research - Yorktown Heights Yorktown Heights, NY USA

Bio

I am a research staff member in the Information Security Group at the IBM T. J. Watson Research Center in NY. My primary research areas are natural language processing (NLP), data mining, machine learning and information security. I am particularly interested in applying NLP and machine learning technologies to real world applications including cybersecurity, healthcare and business intelligence. I received a Ph.D. in Computer Science from Yonsei University in Seoul, Korea.

Publications

Full-Stack Information Extraction System for Cybersecurity Intelligence
- - Youngja Park
  - Taesung Lee
- 2022
- EMNLP 2022
Backdoor smoothing: Demystifying backdoor attacks on deep neural networks
- - Kathrin Grosse
  - Taesung Lee
  - et al.
- 2022
- Computers and Security
Ontology-driven Knowledge Graph for Android Malware
- - Ryan Christian
  - Sharmishtha Dutta
  - et al.
- 2021
- CCS 2021
An Ontology-driven, Dynamic Knowledge Graph for Android Malware
- - Nidhi Rastogi
  - Ryan Christian
  - et al.
- 2021
- CCS 2021
An Ontology-driven Knowledge Graph for Android Malware
- - Ryan Christian
  - Sharmishtha Dutta
  - et al.
- 2021
- CCS 2021
Supervising unsupervised open information extraction models
- - Arpita Roy
  - Youngja Park
  - et al.
- 2019
- EMNLP-IJCNLP 2019
Incorporating domain knowledge in learning word embedding
- - Arpita Roy
  - Youngja Park
  - et al.
- 2019
- ICTAI 2019
Predicting malware attributes from cybersecurity texts
- - Arpita Roy
  - Youngja Park
  - et al.
- 2019
- NAACL 2019
Data classification and sensitivity estimation for critical asset discovery
- - Youngja Park
  - W. Teiken
  - et al.
- 2016
- IBM J. Res. Dev
A platform and analytics for usage and entitlement analytics
- - Suresh Chari
  - T.A. Habeck
  - et al.
- 2016
- IBM J. Res. Dev

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Patents

Measuring Overfitting Of Machine Learning Computer Model And Susceptibility To Security Threats
- 07 Nov 2022
- US
- 11494496
Inferring Temporal Relationships For Cybersecurity Events
- 03 Oct 2022
- CN
- ZL202080025376.1
Inferring Temporal Relationships For Cybersecurity Events
- 19 Jul 2022
- GB
- 2598493
Adaptable Processing Components
- 13 Jun 2022
- JP
- 7089330
Deep Embedding For Natural Language Content Based On Semantic Dependencies
- 22 Nov 2021
- US
- 11182562
Pre-training Neural Networks Using Data Clusters
- 15 Nov 2021
- US
- 11176456
Two-level Sequence Learning For Analyzing, Metering, Generating, And Cracking Passwords
- 08 Nov 2021
- US
- 11171946
Malware Clustering Approaches Based On Cognitive Computing Techniques
- 25 Oct 2021
- US
- 11159547
Adaptable Processing Components
- 11 Oct 2021
- US
- 11144718
Cross-subject Model-generated Training Data For Relation Extraction Modeling
- 27 Sep 2021
- US
- 11132507

Top collaborators

Taesung Lee

Research Staff Member