Looking Beyond IoCs: Automatically Extracting Attack Patterns from External CTI
- Md Tanvirul Alam
- Dipkamal Bhusal
- et al.
- 2023
- RAID 2023
Youngja Park
Title
Principal Research Staff Member
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
Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications
- Jatin Arora
- Youngja Park
- 2023
- ACL 2023
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
Patents
- US
- 12019720
- US
- 11977625
- JP
- 7436501
- GB
- 2617940
- US
- 11755839
- US
- 11675896
- CN
- ZL201780086955.5
- US
- 11494496
- CN
- ZL202080025376.1
- GB
- 2598493