91 citations · 97 across the 6 of their papers we have counts for
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cs.CR2026
MACGen: Toward Functionally Correct and Secure Code Generation via Multi-Agent Collaboration
Miseon Yu, Jaehoon Choi, Younghan Lee +1
Despite their strong ability to generate code, large language models often fail to produce secure code, as their outputs frequently contain security vulnerabilities. Secure code ge…
cs.CR2018★ 5 cited
Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models
Hayoon Yi, Gyuwan Kim, Jangho Lee +4
In the software design, protecting a computer system from a plethora of software attacks or malware in the wild has been increasingly important. One branch of research to detect th…
cs.CR2016★ 91 cited
LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems
Gyuwan Kim, Hayoon Yi, Jangho Lee +2
In computer security, designing a robust intrusion detection system is one of the most fundamental and important problems. In this paper, we propose a system-call language-modeling…