🌟<2025년 CSE Lab UI (학부연구생) 모집>😄
다음과 같이 CSE Lab에서 2025년도 학부연구생 신청을 받습니다.
신청기간: 12/9-12/23
신청방법: 구글설문폼을 통해 신청
CSE Lab에서는 24년 12월에 3~5명의 학부연구생을 2차 선발할 계획입니다.
(1차 선발에서 4명 선발했습니다)
10월-11월 중 신청서 검토, 발표, 면담, 멘토-멘티 배정, 팀빌딩 완료하고,
선발된 학부연구생은 24년 11월부터 25년 12월까지 연구 합니다.
CSE Lab 학부연구생은 다음 두 가지 요건을 만족해야 합니다.
첫째, 활동 기간 중에 휴학하지 않아야 하고, CSE Lab 학부연구생 기간 동안 다른 인턴 계획이 없어야 지원 가능합니다.
둘째, 4학년은 성신여대 대학원 진학 예정자만 지원 가능합니다 (1,2,3학년은 제한 없음, 학교/학과/전공 제한 없음)
CSE Lab은 대학원 진학 희망 학생을 학부연구생으로 우선 선발합니다.
성신여대 대학원 (융합보안공학과 또는 미래융합기술공학과) 진학 예정자를 우대합니다.
2024-2025년도 학부연구생은 다음과 같은 분야에서 연구활동하고,
대학원생-학부생 팀(멘토-멘티)으로 프로젝트를 수행합니다.
[데이터, 네트워크, AI 융합보안 연구 프로젝트]
1. (통신 보안) 고효율 고신뢰 통신 네트워크, 머신러닝 기반 악성 트래픽 분석
2. (데이터 보안) 데이터 프라이버시 보존 머신러닝, 탈중앙 인증
3. (금융/DID 보안) 디지털 ID 보안, 위변조 불가능 디지털 워터마킹
4. (엔드포인트 보안) EDR (Endpoint Detection and Response), XDR 연구
5. (클라우드 보안) 악성 도커 이미지 탐지, 멀티 클라우드 보안
6. (사물인터넷 보안) 경량, 저전력, 고효율 보안 기술
7. (블록체인 보안) 블록체인 확장성 및 보안성 향상 기술
[IoT보안 및 취약점 분석 프로젝트]
1. 에어갭 IoT 공격 및 보안
2. Firmware 취약점 자동 분석 Fuzzing 기술
3. FOTA (Firmware Over The Air) 취약점 분석
4. 경량 AI 기반 IoT 공격 및 보안
🎉<2024년도 학부연구생이 수행한 프로젝트와 연구활동>🥳
[2024년도 학부연구생 참여 연구프로젝트]
WISET 여성공학연구팀제 (한국여성과학기술인육성재단 프로젝트)
KIRD 국가 R&D 리얼챌린지 프로그램 (국가과학기술인력개발원 프로젝트)
차세대통신네트워크보안기술 연구개발 (과학기술정보통신부 프로젝트)
에어갭 IoT 보안 프로젝트 (과학기술정보통신부 프로젝트)
데이터, 네트워크, AI 융합보안 연구 (산업통상자원부, 과기정통부, NEWRACOM 프로젝트)
[2024년도 학부연구생 참여 연구성과]
<Journal>
Seung-Ha Ji, Dong-Im Han, So-Eun Jeon, Il-Gu Lee, "Event Data Recoding Technique for High-Efficiency and Reliable Fuzzing of Firmware," Journal of The Korea Institute of Information Security & Cryptography, 2024 (KCI)
지승하, 한동임, 전소은, 이일구, "고효율 고신뢰 펌웨어의 최적화된 퍼징을 위한 이벤트 데이터 레코딩 기법," 정보보호학회논문지, 2024 (KCI)
Do-Eun Kim, So-Hyun Park, Il-Gu Lee, "Hierarchical Watermarking Techniques Combining Error Correction Codes," KIPS Transactions on Computer and Communication Systems, 2024 (KCI)
김도은, 박소현, 이일구, "오류 정정 부호를 결합한 계층적 워터마킹 기법," KIPS Transactions on Computer and Commuication Systems, 2024 (KCI)
Seung-Eun Lee, Jin-Min Lee, Il-Gu Lee, "Adaptive Secure Firmware Over The Air Update Mechanism for Lightweight Internet of Things," KIPS Transactions on Computer and Commuication Systems, 2024 (KCI)
이승은, 이진민, 이일구, "경량 사물인터넷을 위한 안전한 적응형 무선 펌웨어 업데이트 메커니즘," KIPS Transactions on Computer and Commuication Systems, 2024 (KCI)
So-Yeon Kim, Seong-Won Yoon, Il-Gu Lee, "Adaptive Power Saving Mechanism of Low Power Wake-up Receivers against Battery Draining Attack," Journal of The Korea Institute of Information Security & Cryptography, Vol.34, No.3, pp.393-401, Jun. 2024 (KCI)
김소연, 윤성원, 이일구, "배터리 소모 공격에 대응하는 저전력 웨이크업 리시버의 적응형 파워 세이빙 메커니즘," 정보보호학회논문지, 제34권 제3호, pp.393-401, 2024.06 (KCI)
Hye-Yeon Shim, Min-Seo Kweun, Da-Young Yoon, Ji-Young Seo, Il-Gu Lee, "Safety Verification Techniques of Privacy Policy Using GPT," Journal of The Korea Institute of Information Security & Cryptography, Vol.34, No.2, pp.207-216, Apr. 2024 (KCI)
심혜연, 권민서, 윤다영, 서지영, 이일구, "GPT를 활용한 개인정보 처리방침 안전성 검증 기법," 정보보호학회논문지, Vol.34, No.2, pp.207-216, 2024.04 (KCI)
Sun-Jin Lee, Chae-Rim Han, Ha-Eun Lee, Do-Eun Kim, Il-Gu Lee, "Industrial IoT Data Protection Technology and Policy for Strengthening OT Industrial Security," Korean Journal of Industrial Security, Vol. 14, pp.161-193, Jan. 2024 (KCI)
이선진, 한채림, 이하은, 김도은, 이일구, "OT 산업보안 강화를 위한 산업용 IoT 데이터 보호 정책," 한국산업보안연구, 14권, pp.161-193, 2024.01 (KCI)
<Conference>
Seung-Ha Ji, Dong-Im Han, So-Eun Jeon, Il-Gu Lee, "Co-EDR: Cooperative-based event data recording technique for efficient firmware fuzzing," The 8th International Conference on Mobile Internet Security (Mobisec), Sapporo, Japan, Dec. 2024
Chae-Yeon Park, Seo-Yeong Lim, Sun-Jin Lee, Il-Gu Lee, "Multi-channel Transmission Techniques of Multiple Encryption Keys and Ciphertext for Secure Firmware-Over-The-Air Mechanism," The 8th International Conference on Mobile Internet Security (Mobisec), Sapporo, Japan, Dec. 2024
Na-Hyun Kim, Jin-Min Lee, Il-Gu Lee, "Dual core based hierarchical partial wireless network firmware update technology," The 8th International Conference on Mobile Internet Security (Mobisec), Sapporo, Japan, Dec. 2024 (Workshop)
Do-Eun Kim, So-Hyun Park, Il-Gu Lee, "Dual Broker-Based Message Queuing Telemetry Transport Protocol for Secure Authentication," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Poster)
Ye-Rim Jeong, So-Yeon Kim, Il-Gu Lee, "Feasibility Evaluation and Analysis of Information Leakage Attacks Using Wi-Fi Beacons in the Air Gaped Network," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Poster) (Best Paper Award)
Su-Kyoung Kim, Yu-Ran Jeon, Jung-Hwa Ryu, Il-Gu Lee, "Framework to Quantify the Trustworthiness of Digital Watermarks," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Poster)
Chae-Won Song, So-Hyun Park, Il-Gu Lee, "Robust and Invisible Digital Watermark Utilizing Multi-Bit and Multi-Pixel Embedding Techniques," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Poster)
Jung-Min Moon, Il-Gu Lee, "Dual Core-Based Anti-Ransomware System for Mission-Critical Applications," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Poster)
Seung-Eun Lee, Jin-Min Lee, Il-Gu Lee, InterPlanetary File System-based Firmware Over The Air Mechanism for the Internet of Things," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Poster)
A-Young Jeon, Yeon-Ji Lee and Il-Gu Lee, "Multi-embedded and Non-Fungible Digital Watermark for Digital Content Protection," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Poster)
Seung-Eun Lee, Min-Seon Han, Bo-Song Kim, Yun-Jin Kang, Jin-Min Lee, Il-Gu Lee, "Integrating Online and Offline Data for Virtual Asset Crime Investigation," Korea Institute of Information Security & Cryptology (KIISC) CISC-W'24, Gonjiam Resort, South Korea, Nov. 2024
이승은, 한민선, 김보송, 강윤진, 이진민, 이일구, "가상자산 범죄수사를 위한 온오프라인 데이터 연계 방안," 한국정보보호학회 동계학술대 (CISC-W'24), 곤지암 리조트, 한국, 2024.11.
Ye-Rim Jeong, So-Yeon Kim, Il-Gu Lee, "Information Leakage Attack Using Beacon Interval Modulation on Airgap Network," Korea Institute of Information Security & Cryptology (KIISC) CISC-W'24, Gonjiam Resort, South Korea, Nov. 2024
정예림, 김소연, 이일구, "비콘 인터벌 변조를 활용한 에어갭 네트워크의 정보 유출 공격," 한국정보보호학회 동계학술대회 (CISC-W'24), 곤지암 리조트, 한국, 2024.11.
Ju-Yeong Shin, Yeon-Jin Kim, Na-Eun Park, Il-Gu Lee, "Rule-based High-efficiency Parallel Fuzzing Framework for Lightweight IoT," Korea Institute of Information Security & Cryptology (KIISC) CISC-W'24, Gonjiam Resort, South Korea, Nov. 2024
신주영, 김연진, 박나은, 이일구, "경량 IoT를 위한 규칙 기반 고효율 병렬 퍼징 프레임워크," 한국정보보호학회 동계학술대회 (CISC-W'24), 곤지암 리조트, 한국, 2024.11.
Seung-Ha Ji, So-Eun Jeon, Il-Gu Lee, "Random Public Codebook-Based Double XOR Cipher," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Do-Eun Kim, So-Hyun Park, Il-Gu Lee, "Error Correction Code-Based Two-Layer Digital Watermarking Technique," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Ye-Rim Jeong, So-Yeon Kim, Il-Gu Lee, "Data Preprocessing Technique for Privacy-Preserving Machine Learning," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "Multi-Channel-Based Physical Layer Security for Dynamic Key Update," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
A-Young Jeon, Yeon-Ji Lee, Il-Gu Lee, "Evaluation and Analysis of Adversarial Attacks to Digital Watermarks," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Su-Kyoung Kim, Yu-Ran Jeon, Jung-Hwa Ryu, Il-Gu Lee, "TrustMark, can I trust you?," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Hyun-Che Song, Hye-In Lee, Il-Gu Lee, "A Study on the Strengthening of the Research Security System: Focusing on the Comparative Analysis of Laws and Systems in Major Countries," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Chae-Won Song, So-Hyun Park, Il-Gu Lee, "Repeated Embedding Techniques of Duplicated Least Significant Bits for Secure Digital Watermarks," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Na Hyun Kim, Jin-Min Lee, Il-Gu Lee, "Efficient Fuzzing Technique for Lightweight Firmware-Over-The-Air," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)
Seung-Ha Ji, Dong-Im Han, So-Eun Jeon, Il-Gu Lee, "EDR: Event Data Recording Tehcnique for High-Efficiency and Reliable Fuzzing of Firmware," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
지승하, 한동임, 전소은, 이일구, "EDR: 고효율 고신뢰 펌웨어 퍼징을 위한 이벤트 데이터 레코딩 기법," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
Ye-Rim Jeong, So-Yeon Kim, Il-Gu Lee, "GAN-based Data Synthesis Technique to Defend Against Membership Inference Attack," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
정예림, 김소연, 이일구, "멤버십 추론 공격을 방어하기 위한 GAN 기반 데이터 합성 기법," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
Su-Kyoung Kim, Yu-ran Jeon, Jung-Hwa Ryu, Il-Gu Lee, "Robustness Evaluation of Generative AI-based Watermarking Technologies," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
김수경, 전유란, 류정화, 이일구, "생성형 AI 기반 워터마크 기술의 강인성 평가," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
Na-Hyun Kim, Jin-Min Lee, Il-Gu Lee, "Hierarchical Partial Fuzzing Technique for Lightweight Wireless Firmware Update," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024 (Next Generation Excellent Scientist Award)
김나현, 이진민, 이일구, "경량 무선 펌웨어 업데이트를 위한 계층적 부분 퍼징 기법," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024 (차세대우수여성과학자상)
Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "Physical Layer Security Utilizing Dual Channel for Secure Internet of Things," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024 (Excellence Award)
박채연, 이선진, 이일구, "안전한 사물인터넷을 위한 이중 채널을 활용한 물리계층 보안," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024 (우수논문상)
Seung-Eun Lee, Jin-Min Lee, Il-Gu Lee, "Adaptive FOTA Update Mechanism Based on Channel State Information," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
이승은, 이진민, 이일구, "채널 상태 정보 기반의 적응형 무선 펌웨어 업데이트 메커니즘," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
Gyu-Won Lee, Seo-Young Lim, Sun-Jin Lee, Il-Gu Lee, "Lightweight Anomaly Detection Technique for Secure Firmware Over-the-Air," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
이규원, 임서영, 이선진, 이일구, "안전한 펌웨어 무선 업데이트를 위한 경량 이상 탐지 기법," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024
Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "Dynamic Seucre Link Adaptation Technique for Low-power IoT Communications," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (Encouragement award)
박채연, 이선진, 이일구, "저전력 사물인터넷 통신을 위한 동적 보안 링크 적응 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (장려상)
Ye-Rim Jeong, So-Yeon Kim, Il-Gu Lee, "GAN-Based Synthesis of Sparse Disease Data for Improving Medical AI Performance," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
정예림, 김소연, 이일구, "의료 인공지능 성능 향상을 위한 GAN 기반 희소 질병 데이터 합성," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
Heegyung Bae, Hye Yeon Shim, Il-Gu Lee, "Dual encryption technique for lightweight encryption communication," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
배희경, 심혜연, 이일구, "경량 암호화 통신을 위한 이중 암호화 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
A-Young Jeon, Yeon-Ji Lee, Il-Gu Lee, "Research trend analysis on adversarial attack detection utilizing XAI," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (Encouragement award)
전아영, 이연지, 이일구, "XAI를 활용한 적대적 공격 탐지 연구 동향 분석," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (장려상)
Seung-Ha Ji, So-Eun Jeon, Il-Gu Lee, "Highly Reliable Differential Privacy Technique Utilizing Error Correction Encoding," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
지승하, 전소은, 이일구, "오류 정정 부호를 활용한 고신뢰 차등 프라이버시 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
Jin-Min Lee, Seung-Eun Lee, Na-Hyun Kim, Il-Gu Lee, "Cooperative Firmware Fuzzing Technique for Lightweight Internet of Things," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
이진민, 이승은, 김나현, 이일구, "경량 IoT를 위한 협력적 펌웨어 퍼징 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
Seung-Eun Lee, Jin-Min Lee, Il-Gu Lee, "Secure FOTA Update Mechanism for Lightweight IoT," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
이승은, 이진민, 이일구, "경량 IoT를 위한 안전한 무선 펌웨어 업데이트 메커니즘," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (우수논문상, Gold award)
Chae-Won Song, So-Hyun Park, Il-Gu Lee, "Robust Digital Watermark Segmentation-based Embedding Techniques against Distortion Attacks," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (Encouragement award)
송채원, 박소현, 이일구, "왜곡 공격에 강인한 디지털 워터마크 분할 삽입 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (장려상)
Su-Kyoung Kim, Yu-ran Jeon, Jung-Hwa Ryu, Il-Gu Lee, "Digital Watermarking Techniques Robust to Distortion Attacks," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
김수경, 전유란, 류정화, 이일구, "왜곡 공격에 강인한 디지털 워터마킹 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
So-Yeon Kim, Ye-Rim Jeong, Il-Gu Lee, "Multi-Link based AP Power Saving Mechanism," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (Excellence paper award)
김소연, 정예림, 이일구, "멀티링크 기반 AP 파워 세이빙 메커니즘," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (우수 논문상)
Do-Eun Kim, So-Hyun Park, Il-Gu Lee, "Hierachical watermarking technique for detecting digital watermarking attacks," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (Encouragement award)
김도은, 박소현, 이일구, "디지털 워터마킹 공격 탐지를 위한 계층적 워터마킹 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (장려상)
Na-Hyun Kim, Jin-Min Lee, Il-Gu Lee, "Partial Fuzzing Technique for Lightweight Firmware Update of Internet of Things," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
김나현, 이진민, 이일구, "사물 인터넷의 경량 펌웨어 업데이트를 위한 부분 퍼징 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
<Award>
The 8th International Conference on Mobile Internet Security (MobiSec 2024) Best Poster Award
Best Poster Award
Feasibility Evaluation and Analysis of Information Leakage Attacks Using Wi-Fi Beacons in the Air Gaped Network (정예림, 김소연, 이일구)
ICT융합보안 우수크루상: CSCxCSE LAB
2024년 제1기 융합보안크루 ICT융합보안 우수크루상 (한동임, 신주영, 임서영, 지승하, 박채연, 김연진) (멘토: 전소은, 박나은, 이선진, 이일구)
2024 캠퍼스특허유니버시아드, 산업통상자원부 장관상
캠퍼스특허유니버시아드 커넥티드카 발명사업화부문 (전유란, 류정화, 김수경, 이일구)
Campus Patent Universiade, Connected Car Invention and Commercialization Division, Minister of Trade, Industry and Energy Award (Jung-Hwa Ryu, Yu-Ran Jeon, Su-Kyung Kim, Il-Gu Lee)
2024 국제 산업보안 논문경진대회, 장려상
생성형 AI를 활용하는 산업현장의 기술 유출 위협 분석과 기술안보 전략 (류정화, 전유란, 김수경, 이일구)
Analysis of Technology Leakage Threats in Industries Using Generative AI and Straties for Technological Security (Jung-Hwa Ryu, Yu-Ran Jeon, Su-Kyung Kim, Il-Gu Lee)
부채널정보분석 경진대회, 한국과학기술정보연구원 원장상, 2024
EDR: 고효율 고신뢰 펌웨어 퍼징을 위한 이벤트 데이터 레코딩 기법 (지승하, 한동임, 전소은, 이일구)
EDR: Event Data Recoding Technique for High-Efficiency and Reliable Fuzzing of Firmware (Seung-Ha Ji, Dong-Im Han, So-Eun Jeon, Il-Gu Lee)
부채널정보분석 경진대회, 부채널분석연구회 회장상, 2024
오토인코더 기반 LSTM을 활용한 효율적인 이상 탐지 기법 (이규원, 임서영, 이선진, 이일구)
Efficient Anomaly Detection Technique Utilizing Aut0encoder-based Long Short-Term Memory (Gyu-Won Lee, Seo-Young Lim, Sun-Jin Lee, Il-Gu Lee)
멤버십 추론 공격을 방어하기 위한 GAN 기반 데이터 합성 기법 (정예림, 김소연, 이일구)
GAN-based Data Synthesis Technique to Defend Against Membership Inference Attack (Ye-Rim Jeong, So-Yeon Kim, Il-Gu Lee)
저전력 장치를 위한 경량 이중 암호화 기법 (배희경, 심혜연, 이일구)
Lightweight Dual Encryption Techniques for Low-power Devices (Heegyung Bae, Hye Yeon Shim, Il-Gu Lee)
한국정보보호학회 하계학술대회 (CISC-S'24) 차세대여성과학자상, 2024
경량 무선 펌웨어 업데이트를 위한 계층적 부분 퍼징 기법 (김나현, 이진민, 이일구)
Hierarchical Partial Fuzzing Technique for Lightweight Wireless Firmware Update (Na-Hyun Kim, Jin-Min Lee, Il-Gu Lee)
한국정보보호학회 하계학술대회 (CISC-S'24) 우수논문상, 2024
안전한 사물인터넷을 위한 이중 채널을 활용한 물리계층 보안 (박채연, 이선진, 이일구)
Physical Layer Security Utilizing Dual Channel for Secure Internet of Things (Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee)
ASK 2024(Annual Symposium of KIPS 2024) 우수논문상, 2024
멀티링크 기반 AP 파워 세이빙 메커니즘 ( 김소연, 정예림, 이일구)
Multi-Link based AP Power Saving Mechanism (So-Yeon Kim, Ye-Rim Jeong, Il-Gu Lee)
ASK 2024(Annual Symposium of KIPS 2024) 금상, 2024
경량 IoT를 위한 안전한 무선 펌웨어 업데이트 메커니즘 ( 이승은, 이진민, 이일구)
Secure FOTA Update Mechanism for Lightweight IoT (Seung-Eun Lee, Jin-Min Lee, Il-Gu Lee)
ASK 2024(Annual Symposium of KIPS 2024) 장려상, 2024
디지털 워터마킹 공격 탐지를 위한 계층적 워터마킹 기법 (김도은, 박소현, 이일구)
Hierarchical watermarking technique for detecting digital watermarking attacks (Do-Eun Kim, So-Hyun Park, Il-Gu Lee)
저전력 사물인터넷 통신을 위한 동적 보안 링크 적응 기법 (박채연, 이선진, 이일구)
Dynamic Secure Link Adaptation Technique for Low-power IoT Communications (Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee)
XAI를 활용한 적대적 공격 탐지 연구 동향 분석 (전아영, 이연지, 이일구)
Research trend analysis on adversarial attack detection utilizing XAI (A-Young Jeon, Yeon-Ji Lee, Il-Gu Lee)
왜곡 공격에 강인한 디지털 워터마크 분할 삽입 기법 (송채원, 박소현, 이일구)
Robust Digital Watermark Segmentation-based Embedding Techniques against Distortion Attacks (Chae-Won Song, So-Hyun Park, Il-Gu Lee)
<News>
🎉<2023년도 학부연구생이 수행한 프로젝트와 연구활동>🥳
[2023년도 학부연구생 참여 연구프로젝트]
WISET 여성공학연구팀제 (한국여성과학기술인육성재단 프로젝트)
차세대통신네트워크보안기술 연구개발 (과학기술정보통신부 프로젝트)
디지털 ID 보안 기술 연구 (조폐공사 프로젝트)
데이터, 네트워크, AI 융합보안 연구 (산업통상자원부, 과기정통부, NEWRACOM 프로젝트)
[2023년도 학부연구생 참여 연구성과]
<Journal>
Sun-Jin Lee, Chae-Rim Han, Ha-Eun Kim, Do-Eun Kim, Il-Gu Lee,"Industrial IoT Data Protection Technology and Policy for Strengthening OT Industrial Security," Korean Journal of Industrial Security, Jan. 2024 (KCI)
Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Federated Deep Reinforcement Learning for Secure Industrial Internet of Things," Journal of the Korea Institute of Information Security & Cryptology (JKIISC), Vol.33, No.6, Dec. 2023 (KCI)
Seo-Woo Choi, Myeong-Jin Han, Yeon-Ji Lee, Il-Gu Lee, "Classification of Malware Families Using Hybrid Datasets," Journal of the Korea Institute of Information Security & Cryptology (JKIISC), Vol.33, No.6, Dec. 2023 (KCI)
Yu-Rim Lee, Na-Eun Park, Seo-Yi Kim, Il-Gu Lee, "Malicious Traffic Compression and Classification Technique for Secure Internet of Things," CMC-Computers, Materials & Continua, Vol.76, No. 3, pp.3465-3482, Oct. 2023 (SCI, IF 3.1)
Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Performance Improvement of Fuzzy C-Means Clustering Algorithm by Optimized Early Stopping for Inhomogeneous Datasets," Journal of Information and Communication Convergence Engineering (JICCE), Vol.21, No.3, pp.198-207, 2023 (Scopus)
So-Eun Jeon, Sun-Jin Lee, Eun-Young Lee, Yeon-Ji Lee, Jung-Hwa Ryu, Jung-Hyun Moon, Sun-Min Yi, Il-Gu Lee, "An Effective Threat Detection Framework for Advanced Persistent Cyberattacks," CMC-Computers, Materials & Continua, Vol.75, No. 2, pp.4231-4253, Mar. 2023 (SCI, IF 3.1)
Na-Eun Park, Yu-Rim Lee, Soyoung Joo, So-Yeon Kim, So-Hui Kim, Ju-Young Park, Seo-Yi Kim, Il-Gu Lee, "Performance Evaluation of Fast and Efficient Intrusion Detection Framework for Advanced Persistent Threat-based Cyber attacks," Elsevier Computers & Electrical Engineering, Vol. 105, No. 108548, Jan. 2023 (SCI, IF 4.3, JCR Q2, Top 25%)
<Conference>
Ye-Seul Kil, Yu-Ran Jeon, Sun-Jin Lee, Eui-Jin Kim, Il-Gu Lee,"Memory Efficient Malware Detection Technique Using Binary Classifiers and Optimal Feature Selection," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023
Sun-Jin Lee, Chae-Rim Han, Ha-Eun Lee, Do-Eun Kim, Il-Gu Lee,"Lightweight Federated Learning-based Intrusion Detection for the Industrial Internet of Things," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Conference Best Paper Award)
Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee , "Model Agnostic Meta-Learning for Efficient Federated Deep Reinforcement," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)
Seoyi Kim, Hye-Jeong Hwang, Il-Gu Lee, "Parallel Structure of RNN and LSTM Autoencoder for Financial Transaction Detection," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)
Ha-Eun Lee, Sun-Jin Lee, Il-Gu Lee,"Variational Autoencoder-based Rule Automation for EDR Framework," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)
Yeon-Jin Kim, Na-Eun Park, Il-Gu Lee,"Machine learning detection model for identifying IoT resource exhaustion attacks," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)
So-Yeon Kim, Yun-Jeong Jeong, Chae-Yeon Park, Seong-Won Yoon, Il-Gu Lee,"FedMLO: A Communication-Efficient Federated Learning with Multi-Link Operation," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)
Yunyoung Jung, Minhui Seo, Yeeun Kim, Jungjoo Oh, Il-Gu Lee, Seongmin Kim, Wonhyung Park,"Log Analysis Technology through Account Management Incident Analysis in OpenStack-based Cloud Environment," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)
Chae-Yeon Park, So-Yeon Kim, Il-Gu Lee,"Adaptive Federated Learning for Optimization of Tradeoff between Fairness and Accuracy," Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023.
Seong-Won Yoon, So-Yeon Kim, Il-Gu Lee,"Adaptive Defense Technique against Battery Draining Attack for Wake-up Receiver," Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023 (Excellence Paper Award)
Seung-Eun Lee, Jin-Min Lee, Il-Gu Lee,"Privacy Preserving Approximate Localization Technique for Location-based Services in Wireless Sensor Networks," Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023.
Yerim Jeong, Na-Eun Park, Il-Gu Lee,"Grouping-based cooperative transmit power control against selfish attack," Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023.
Yun-Jeong Jeong, So-Yeon Kim, Il-Gu Lee,"Artificial Noise-based Differential Privacy Techniques for Secure and Efficient Federated Learning," Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023.
So-Hyun Park, Yu-Jin Hwang, Han-Na Jang, Ye-Eun Shin, Il-Gu Lee,"Privacy-preserving Digital Identity System for Drone Remote Identification," Korea Convergence Security Association (KCSA) Conference Fall 2023, Seoul, Korea, Nov. 2023 (Excellence Paper Award)
Yu-Jin Hwang, So-Hyun Park, Il-Gu Lee,"Evaluation Framework and Metric of Blockchain-based Personal Data Storage Systems," Korea Convergence Security Association (KCSA) Conference Fall 2023, Seoul, Korea, Nov. 2023
Han-Na Jang, So-Hyun Park, Il-Gu Lee,"System Design of a Memory-efficient Cloud-based Personal Data Storage," Korea Convergence Security Association (KCSA) Conference Fall 2023, Seoul, Korea, Nov. 2023
Ye-Eun Shin, So-Hyun Park, Il-Gu Lee,"System Design of MyData Service for Low Latency Data Synchronization from Multiple Sources," Korea Convergence Security Association (KCSA) Conference Fall 2023, Seoul, Korea, Nov. 2023
Seo-Yi Kim, Na-Eun Park, Il-Gu Lee, "Reliable and Low-Latency Intrusion Detection System for Lightweight Internet of Things Environment," IEEE 98th Vehicular Technology Conference (VTC), Hong Kong, Oct. 2023
Na-Eun Park, So-Yeon Kim, Yuran Jeon, Seoyi Kim and Il-Gu Lee, "Data Calibration to Enhance Security and Accuracy of Federated Learning," The 24rd World Conference on Information Security Applications, Jeju Island, South Korea, Aug. 2023
Yu-Jeong Choi, Yu-Ran Jeon, Il-Gu Lee, "Random Sample Test-based Machine Learning Model Selection Technique for Internet of Things,"Korea Convergence Security Association (KCSA) Conference, Dong Eui University, South Korea, June. 23, 2023
Myeong-Jin Han, Seo-Woo Choi, Yeon-Ji Lee, Il-Gu Lee, "Classification of Malware Family by LSA-based Lightweight Preprocessing Technique," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Kangwon National Univ., South Korea, June. 2023
Ji-Hye Lee, Jin-Min Lee, Il-Gu Lee, "Robust Approximate Localization against Eavesdropping Attacks in Wireless Sensor Networks," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Kangwon National Univ., South Korea, June. 2023 (Excellence Paper Award)
Jin-Min Lee, Ji-Hye Lee, Il-Gu Lee,"Multipoint-based Secure Localization for Internet of Things," Spring Conference of KIICE, Osong, South Korea, May. 2023 (Student Excellence Paper Award)
<Award>
The 7th International Conerence on Mobile Internet Security (Mobisec'23) 최우수 논문상, 2023
Lightweight Federated Learning-based Intrusion Detection for the Industrial Internet of Things (이선진, 한채림, 이하은, 김도은, 이일구)
제7회 금융보안원 논문공모전, 대상, 2023
디지털 신원 기술의 취약점 분석 및 보안 시스템 연구 (박소현, 신예은, 장한나, 황유진, 이일구), 금융위원회 위원장상
한국정보보호학회 동계학술대회 (CISC-W'23) 우수논문상
웨이크업 리시버를 위한 적응형 배터리 소모 공격 방어 기법 (윤성원, 김소연, 이일구), 한국전자통신연구원 원장상
2023년 한국융합보안학회 추계학술대회 우수논문상, 2023
드론 원격 식별을 위한 프라이버시 보호 디지털 신원 시스템 (박소현, 황유진, 장한나, 신예은, 이일구), 한국인터넷진흥원 원장상
여성창업공모전, 동상, 2023
무선 컨넥티비티 플랫폼 모아이음 (이하은, 이선진, 전소은, 박나은, 이일구), IT여성기업인회장상
산업보안논문경진대회, 동상, 2023
OT 산업보안 강화를 위한 산업용 IoT 데이터 보호 기술과 정책 (이선진, 한채림, 이하은, 김도은, 이일구), 한국산업보안학회장상
산업보안논문경진대회, 특별상, 2023
내부자에 의한 산업기밀 유출 방지를 위한 이상행위 탐지 기술과 정책: 프라이버시 보호를 중심으로 (김서이, 황혜정, 이일구), 한국산업보안학회장상
지능형 랜섬웨어 공격 기반의 산업기밀 유출에 대한 제도적 기술적 대응 방안 (김의진, 전소은, 이일구), 한국산업보안학회장상
Excellence Paper Award, 2023, by Chairman of the Sub-channel Analysis Research Association Award, 2023 Sub-channel Information Analysis Competition
무선 센서 네트워크에서 도청 공격에 강인한 근사 측위 기법 (이지혜, 이진민, 이일구), 부채널분석연구회 회장상, 2023년 부채널정보분석 경진대회 (2023.7.6)
Student Excellence Paper Award, 2023, KIICE President, in the 53th Korea Institute of Information and Communication Engineering (KIICE) Conference
사물인터넷을 위한 멀티포인트 기반의 안전한 측위 (이진민, 이지혜, 이일구), 한국정보통신학회장상, 2023 한국정보통신학회 하계학술대회 (2023.05.26)
<News>
융합보안공학과, 미래융합기술공학과 연구팀, 2023 한국정보보호학회 동계학술대회 한국전자통신연구원 원장상 수상 (2023.12.14)
성신여대 학,석,박 4개 연구팀, 2023 한국융합보안학회 추계학술대회 우수논문상 수상 (2023.11.30)
성신여대 미래융합기술공학과, 융합보안공학과 대학원생, 학부생 SCI 급 국제학술지에 논문 게재 (2023.3.27)