Directions
AI 기술은 보안 취약점 자동 탐지 기술의 정확도를 한층 더 끌어 올리는데 크게 기여하고 있다. 이와 동시에, AI 자체를 대상으로 하는 보안 위협에 대한 대응 기술도 활발히 개발되고 있다.
2024
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ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness
Kim, Cherry, Wang, Seongjin, Kim, Dongjun, Pan, Shijia, Jun Han
HOTMOBILE '24: 25th International Workshop on Mobile Computing Systems and Applications
2024[] []
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PoE: A Domain-Specific Language for Exploitation
Jung Hyun Kim, Gustaman, Steve, Sang Kil Cha
SVCC
2024[]
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[Poster] ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness
Kim, Cherry, Wang, Seongjin, Kim, Dongjun, Pan, Shijia, Jun Han
HOTMOBILE '24: 25th International Workshop on Mobile Computing Systems and Applications
2024[] []
2023
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Effective Targeted Attacks for Adversarial Self-Supervised Learning
김민선, Ha, Hyeonjeong, Sooel Son, Hwang Sung Ju
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS) 2023
2023[]
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Margin-based Neural Network Watermarking
Kim, Byungjoo, Lee, Suyoung, Lee, Seanie, Sooel Son, Hwang Sung Ju
40th International Conference on Machine Learning (ICML 2023)
2023[] []
2022
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Learning to Generate Inversion-Resistant Model Explanations
Jeong, Hoyong, Suyoung Lee, Hwang Sung Ju, Sooel Son
36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022)
2022[] []
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적대적 활성화도 기반 심층신경망 가지치기 보정 기법
임규민, 고기혁, 이수영, 손수엘
2022 한국컴퓨터종합학술대회 (KCC2022)
2022[] []
2021
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Yoda: 딥러닝 모델 취약성 점검 도구를 통한 적대적 예제 생성 공격의 비교 및 분석
송원호, 손수엘
KSC 2021 : 2021 한국소프트웨어종합학술대회
2021[] []
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강화 학습을 이용한 웹 애플리케이션 취약점 탐지 현황
이소영, 손수엘
2021 한국컴퓨터종합학술대회 (KCC2021)
2021[] []
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신뢰 실행환경 기반의 안전한 AI 연산
신현수, 강병훈
한국정보보호학회 하계학술대회
2021[] []
2019
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Doppelgangers on the Dark Web: A Large-scale Assessment on Phishing Hidden Web Services
Yoon, Changhoon, Kim, Kwanwoo, Kim, Y, Shin, Seungwon, Sooel Son
World Wide Web Conference (WWW)
2019 2018
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Double JPEG Detection in Mixed JPEG Quality Factors using Deep Convolutional Neural Network
Jinseok Park, Cho, Donghyeon, Wonhyuk Ahn, Heung-Kyu LEE
European Conf. on Computer Vision(ECCV’2018)
2018[]
2017
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Identifying Photorealistic Computer Graphics using Convolutional Neural Networks
Yu, In-Jae, Kim, Do-Guk, Park, Jin-Seok, Hou, Jong-Uk, Choi, Sunghee, Heung-Kyu LEE
Int. Conf. on Image Processing
2017[]
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Mobility of Everything (MoE): An Integrated and Distributed Mobility Management
Sang Yup Han, JAE HYUN PARK, Kim, Haeun, Ha, Jaehee, Shin, Seungwon, Sungwon Kang, Myungchul Kim
The 26th International Conference on Computer Communications and Networks (ICCCN 2017)
2017[]
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“Don’t Bother Me. I’m Socializing!”: A Breakpoint-Based Smartphone Notification System
Park, Chunjong, Lim, Junsung, Juho Kim, Lee, Sung-Ju, Dongman Lee
2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, CSCW 2017
2017 2015
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Network Connectivity Graph for Malicious Traffic Dissection
Bocchi, E, Grimaudo, L, Mellia, M, Baralis, E, Saha, S, Miskovic, S, Modelo-Howard, G, Lee, Sung-Ju
The 24th IEEE International Conference on Computer Communications and Networks (ICCCN 2015)
2015[]
2014
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Fingerprint-PKI Authentication Using Zernike Moments
Jang, Han-Ul, Hyun, Dai-Kyung, Jung, Dae-Jin, Heung-Kyu LEE
Int. Conf. on Image Processing(ICIP’2014)
2014[]
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Hue Modification Estimation Using Sensor Pattern Noise
Hou, Jong-Uk, Jang, Han-Ul, Heung-Kyu LEE
Int. Conf. on Image Processing(ICIP’2014)
2014[]
2010
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Electrophotographic printer identification by halftone texture analysis
Ryu, SJ, Lee, HY, Im, DH, Choi, JH, Heung-Kyu LEE
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010
2010[]
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Scanner identification using spectral noise in the frequency domain
Choi, Chang-Hee, Lee, Min-Jeong, Heung-Kyu LEE
2010 17th IEEE International Conference on Image Processing, ICIP 2010
2010[]
