Digital Library

Search: "[ keyword: LLM ]" (17)
    DF-LogGraph: An Explainable GraphRAG-Based Framework for Digital Forensic Log Analysis
    Jeong In Lee, Moohong Min The Transactions of the Korea Information Processing Society, Vol. 14, No. 12, pp. 1022-1029, Dec. 2025
    10.3745/TKIPS.2025.14.12.1022
    Keywords: Digital Forensics, RAG, LLM, log analysis, XAI


    A Study on Automated TTP Analysis Technology at the Endpoint Based on Semantic Understanding
    Hyun Seo Kim, Yeon Su Jeong, Tae Jin Lee The Transactions of the Korea Information Processing Society, Vol. 14, No. 10, pp. 733-738, Oct. 2025
    https://doi.org/10.3745/TKIPS.2025.14.10.733
    Keywords: log analysis, EDR, LLM, TTP, cyber threats, Automated Analysis


    A Study on Optimizing Korean Performance of Quantized Multilingual LLMs through Language-Specific Neuron Preservation
    Jaeyoung Lee, Jin Young Choi The Transactions of the Korea Information Processing Society, Vol. 14, No. 9, pp. 687-694, Sep. 2025
    https://doi.org/10.3745/TKIPS.2025.14.9.687
    Keywords: LLM, quantization, Artificial intelligence, Natural Language Processing


    Compressed LLM-Based Secure Coding Support
    Chan Woo Lee, Junyoung Heo The Transactions of the Korea Information Processing Society, Vol. 14, No. 6, pp. 397-399, Jun. 2025
    https://doi.org/10.3745/TKIPS.2025.14.6.397
    Keywords: Secure Coding, Model Compression, Large Language Model(LLM)


    One Variant of Diffie-Hellman Key Exchange Protocol
    Dae Hun Nyang , Kyung Hee Lee The KIPS Transactions:PartC, Vol. 14, No. 6, pp. 471-474, Oct. 2007
    10.3745/KIPSTC.2007.14.6.471


    Supporting Product Sales Strategy Through LLM-Based Consumer Review Analysis
    He-sse Park, Dong-Gun Lee, Yeong-Seok Seo The Transactions of the Korea Information Processing Society, Vol. 14, No. 3, pp. 194-202, Mar. 2025
    https://doi.org/10.3745/TKIPS.2025.14.3.194
    Keywords: LLM, OCR, Data Engineering, Consumer Psychology, Psychology, Web Scraping, Web crawling, Artificial intelligence, Consumer Behavior


    A Survey of Phishing Campaign Trends and the Classification of Detection Techniques
    Ji-Hoon Park, Sang-Hoon Choi, Ki-Woong Park The Transactions of the Korea Information Processing Society, Vol. 14, No. 3, pp. 149-160, Mar. 2025
    https://doi.org/10.3745/TKIPS.2025.14.3.149
    Keywords: Phishing Campaign, Phishing Detection, Machine Learning, LLM, feature extraction


    Benchmark for Measuring Intersectional Bias in Race and Gender of Large Language Models Using Synthetic Data
    Lee Jueun, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 82-94, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.82
    Keywords: Large Language Model, LLM, benchmark, bias, Synthetic Data


    Enhancing Career Development Utilizing LLM for Targeted Learning Pathway
    Mahisha Patel, Vishakha Tyagi, Isabel Hyo Jung Song The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 460-467, Sep. 2024
    https://doi.org/10.3745/TKIPS.2024.13.9.460
    Keywords: Career Development, Job Matching, Skill Gap Identification, Customized Learning Paths, LLM


    A Survey on the Latest Research Trends in Retrieval-Augmented Generation
    Eunbin Lee, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 429-436, Sep. 2024
    https://doi.org/10.3745/TKIPS.2024.13.9.429
    Keywords: LLM, Retrieval-Augmented Generation, Hallucination


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