Publications
The complete record is on Google Scholar. This page lists granted U.S. patents and selected papers.
Patents
16 granted U.S. patents. Public filings are also listed on Justia. Click a column header to sort.
| Year | Patent Number | Patent Title | Theme |
|---|---|---|---|
| 2025 | 12340316, 11625620 | Techniques for building a knowledge graph in limited knowledge domains. | Explainability and knowledge graphs |
| 2025 | 12293155, 12026468 | Out-of-domain data augmentation for natural language processing. | Data augmentation |
| 2025 | 12249314, 11657797 | Routing for Chatbots. | Chatbot routing and out-of-domain detection |
| 2024 | 12153881 | Keyword data augmentation tool for natural language processing. | Data augmentation |
| 2024 | 12106055 | Techniques for providing explanations for text classification. | Explainability and knowledge graphs |
| 2024 | 11928430 | Detecting unrelated utterances in a chatbot system. | Chatbot routing and out-of-domain detection |
| 2023 | 11775572, 11206229 | Directed acyclic graph based framework for training models. | Training and serving |
| 2023 | 11651768 | Stop word data augmentation for natural language processing. | Data augmentation |
| 2023 | 11551135 | Techniques for generating a Hierarchical model to identify a class among a plurality of classes. | Intent and hierarchical classification |
| 2022 | 11416777, 10824962 | Utterance Quality Estimation. | Utterance quality |
| 2020 | 10733538 | Techniques For Querying A Hierarchical Model To Identify A Class From Multiple Classes. | Intent and hierarchical classification |
Selected patent applications
| Year | Patent Number | Patent Title | Theme |
|---|---|---|---|
| 2025 | US20250272597A1 | Training of large language models using automated reference augmentation. | SFT Training |
Book Chapter
- Brent ByungHoon Kang, Gautam Singaraju: Spam Detection Using Network-Level Characteristics. Encyclopedia of Cryptography and Security (2nd Ed.) 2011: 1231-123
Selected papers
- Rhiannon Weaver, Chris Nunnery, Gautam Singaraju, Brent ByungHoon Kang. Assessing Botnet Population Dynamics and Relationships, FloCon 2011, Salt Lake City, UT. SEI
- Gautam Singaraju, Jeffery Moss, Brent Kang. Tracking Email Reputation for Authenticated Sender Identities, Fifth Conference on Email and Anti-Spam, CEAS 2008.
- Gautam Singaraju, Brent Kang. Concord: A Secure Mobile Data Authorization Framework for Regulatory Compliance, USENIX LISA 2008. USENIX
- Gautam Singaraju, Brent Kang. RepuScore: Collaborative Reputation Management Framework for Email Infrastructure, USENIX LISA 2007. USENIX
- Brent Kang, Gautam Singaraju, Sumeet Jain. Privilege Messaging: An Authorization Framework over Email Infrastructure, USENIX LISA 2006. USENIX
- Gautam Singaraju, Lawrence Teo, Yuliang Zheng. A Testbed for Quantitative Assessment of Intrusion Detection Systems Using Fuzzy Logic, IEEE IWIA 2004.
Poster and tool demonstrations
- Gautam Singaraju, Jeffrey Moss, Brent Hoon Kang. Tracking Email Reputation for Authenticated Sender Identities, CEAS 2008, Mountain View, California.
- Gautam Singaraju, Jeffrey Moss, Brent Hoon Kang. Deploying RepuScore Using Open Source Tools, USENIX LISA 2007.
- Brent Kang, Pratik Thanki, Vikram Sharma, Gautam Singaraju. Vsync - Unidirectional Version Synchronization Protocol, WORLDS 2005.
- Gautam Singaraju, Pratik Thanki, Brent Kang. Concord: Securing file access in disconnected and distributed environment, WORLDS 2005.
- Poster on Infrastructure Systems Research, Annual Fall Computer Security Symposium, 2005.
Thesis and projects
- Gautam Singaraju. Towards Sender Accountability on Email Infrastructure using Sender Identity and Reputation Management, Doctoral Dissertation, UNC Charlotte, Aug 2009.
- Gautam Singaraju. Testbed for evaluation of Intrusion Detection Systems: virtual environment and environment profiles, Masters Thesis, UNC Charlotte, May 2003.
- Gautam Singaraju, Signature Analysis Using Neural Network, B.Tech. project, VNRVJIET, JNTU, Hyderabad, 2001.
Tech documents
- Brent ByungHoon Kang, Vikram Sharma, Pratik Thanki, Gautam Singaraju. Summary Hash History for Optimistic Replication.
- Brent ByungHoon Kang, Gautam Singaraju, Vikram Sharma, Pratik Thanki, Carson Black, Brent Chun, Robert Wilensky, John Kubiatowicz, Doug Terry. Tracking and Identifying Decentralized Merges using SHH, COIT-Tech Report SIS-ISR-10092007.
- Gautam Singaraju. Forensics on Wired and Wireless Networks, May 2005.
- Gautam Singaraju, Jing Jin, Vikram Sharma, Wei Liu. KerberAuth: Authorization extensions to Kerberos in Student Registration Domain, Dec 2004.
- Yuliang Zheng, You-Jin Song, Gautam Singaraju. Research on Software-based XML Signature Acceleration, ETRI, Dec 2004.
- Yuliang Zheng, Gautam Singaraju. MAC Functions (Message Authentication Code), 2002.