Seongmin Kim

Oak Ridge National Laboratory — United States

Computer Science · Physical Sciences

12h-index484citations78works1.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Malware Detection Techniques(12), Security and Verification in Computing(11), Advanced Data Compression Techniques(9), Video Coding and Compression Technologies(7), Parallel Computing and Optimization Techniques(6)

Publications78 total

Belief propagation for finite networks using a symmetry-breaking source node
arXiv (Cornell University)·2025Open Access
Attestation-Based SBOM Integrity Verification for Secure and Transparent Software Supply Chains
2025
Interoperable Security Information and Event Management Framework for Multi-cloud Environment
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025
Practical Scalability of LuGo: Benchmarking the HHL Algorithm Using an Enhanced QPE Algorithm
2025
CAPTCHA Classification Framework for Dark Web Profiling
The Journal of Korean Institute of Communications and Information Sciences·2025
Bayesian Bootstrap based Gaussian Copula Model for Mixed Data with High Missing Rates
arXiv (Cornell University)·2025Open Access
Position-insensitive Wireless Power Transfer System for Long-Range Moving Seat in Autonomous Electric Vehicles
2025· 1 cited
Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning
arXiv (Cornell University)·2025Open Access
Eigenstructure inference for high-dimensional covariance with generalized shrinkage inverse-Wishart prior
arXiv (Cornell University)·2025Open Access
Money Laundering Detection Technology through Empirical Analysis of Cryptocurrency Transactions
Jouranl of Information and Security·2025
Detecting Cryptojacking Containers Using eBPF-Based Security Runtime and Machine Learning
Electronics·2025· 7 citedOpen Access
Optimizing Functional Materials: Study on Optimal Number of Initial Data for Enhanced Convergence in Surrogate-Based Active Learning
2025Open Access
Distributed Variational Quantum Algorithm with Many-qubit for Optimization Challenges
arXiv (Cornell University)·2025· 1 citedOpen Access
Bayesian Analysis of Spiked Covariance Models: Correcting Eigenvalue Bias and Determining the Number of Spikes
SSRN Electronic Journal·2025Open Access
On-Orbit AI: Cloud Detection Technique for Resource-Limited Nanosatellite
International Journal of Aeronautical and Space Sciences·2024· 2 cited
Posterior asymptotics of high-dimensional spiked covariance model with inverse-Wishart prior
arXiv (Cornell University)·2024Open Access
Checking the Neural Networks' Subitizing Ability and Proposing Three Challenges for Human-Like Subitizing
2024
Simulations of Quantum Approximate Optimization Algorithm on HPC-QC Integrated Systems
2024· 2 citedOpen Access
Distributed Quantum Approximate Optimization Algorithm on a Quantum-Centric Supercomputing Architecture
arXiv (Cornell University)·2024· 1 citedOpen Access
Analysis of Trends in Detection Environments and Proposal of Detection Frame work for Malicious Cryptojacking in Cloud Environments
Jouranl of Information and Security·2024
page 1 of 4Next →

Frequent Co-authors

Dongsu Han(9), Juhyeng Han(6), Taesoo Kim(5), Jaehyeong Ha(4), In‐Kui Cho(4), In‐Saeng Suh(4), Bontae Koo(4), Kyu Ho Park(3), Seongmo Park(3), Nak-Woong Eum(3), Jiwon Ock(3), Dong–jae Shin(2), Bontae Koo(2), Ki-Bum Suh(2), Kyung-Soo Kim(2), Daeyang Cho(2), Byung‐Kwon Choi(2), Sang‐Won Kim(2), Chul Min Kim(2), Hanjin Cho(2)