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Information Security & Physical AI Lab

Information Security & Physical AI Lab

Pusan National University · Computer Science and Engineering

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Professor

Prof. 김호원

Professor's page · publications

About

정보보호 및 Physical AI 연구실은 AI 보안과 산업용 AI, 반도체 SoC 및 사이버보안, 블록체인, 양자컴퓨팅 및 암호 해독 등을 폭넓게 연구한다. 정보보호와 지능형 IoT를 주제로 스마트 단말 기술, 고성능 IoT 디바이스, IoT 융합형 블록체인 플랫폼 보안 원천기술을 개발해 왔다. 2008년 개설 이후 다수의 박사·석사를 배출했다.

Research keywords

생성형 AI 기반 보안 취약성 자동 탐지AI 보안On-Device AIsLLM블록체인 플랫폼 및 서비스블록체인 보안 기술클라우드기반 블록체인사이버 해킹암호 VLSI 칩SW 보안양자내성암호양자컴퓨터

Selected publications

  • Robust Vulnerability Detection in Solidity-Based Ethereum Smart Contracts Using Fine-Tuned Transformer Encoder ModelsIEEE Access · 2024
  • Secure decentralized firmware update delivery service for Internet of ThingsInternet of Things · 2024
  • High- and Half-Degree Quantum Multiplication for Post-Quantum Security EvaluationIEEE Access · 2024
  • Enhancing Quantum Cryptanalysis of Binary Elliptic Curves through Optimized Out-of-Place Point Addition and ECPM IntegrationIEEE Access · 2025
  • DDoSBERT: Fine-tuning variant text classification bidirectional encoder representations from transformers for DDoS detectionComputer Networks · 2025
  • Adversarial Attack on CAN IDS Leveraging Multi-DDQN AgentIEEE Access · 2026

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