3 citations · 5 across the 6 of their papers we have counts for
6 papers
ARGORA: Orchestrated Argumentation for Causally Grounded LLM Reasoning and Decision Making
Youngjin Jin, Hanna Kim, Kwanwoo Kim +2
Existing multi-expert LLM systems gather diverse perspectives but combine them through simple aggregation, obscuring which arguments drove the final decision. We introduce ARGORA,…
PassREfinder-FL: Privacy-Preserving Credential Stuffing Risk Prediction via Graph-Based Federated Learning for Representing Password Reuse between Websites
Jaehan Kim, Minkyoo Song, Minjae Seo +3
Credential stuffing attacks have caused significant harm to online users who frequently reuse passwords across multiple websites. While prior research has attempted to detect users…
Claim-Guided Textual Backdoor Attack for Practical Applications
Minkyoo Song, Hanna Kim, Jaehan Kim +2
Recent advances in natural language processing and the increased use of large language models have exposed new security vulnerabilities, such as backdoor attacks. Previous backdoor…
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain
Eugene Jang, Jian Cui, Dayeon Yim +4
Cybersecurity information is often technically complex and relayed through unstructured text, making automation of cyber threat intelligence highly challenging. For such text domai…
DarkBERT: A Language Model for the Dark Side of the Internet
Youngjin Jin, Eugene Jang, Jian Cui +3
Recent research has suggested that there are clear differences in the language used in the Dark Web compared to that of the Surface Web. As studies on the Dark Web commonly require…
A Deep Dive into NFT Whales: A Longitudinal Study of the NFT Trading Ecosystem
Na Hyeon Park, Hanna Kim, Chanhee Lee +4
NFT (Non-fungible Token) has drastically increased in its size, accounting for over $16.9B of total market capitalization. Despite the rapid growth of NFTs, this market has not be…