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2020 – today
- 2024
[j61]Hyunmin Choi
, Jihun Kim, Seungho Kim, Seonhye Park, Jeongyong Park, Wonbin Choi, Hyoungshick Kim:
UniHENN: Designing Faster and More Versatile Homomorphic Encryption-Based CNNs Without im2col. IEEE Access 12: 109323-109341 (2024)- [j60]Sowon Jeon, Gilhee Lee, Hyoungshick Kim, Simon S. Woo:
Design and evaluation of highly accurate smart contract code vulnerability detection framework. Data Min. Knowl. Discov. 38(3): 888-912 (2024) - [j59]Mohsen Ali Alawami, Tamer Abuhmed, Mohammed Abuhamad, Hyoungshick Kim:
MotionID: Towards practical behavioral biometrics-based implicit user authentication on smartphones. Pervasive Mob. Comput. 101: 101922 (2024) - [j58]Eldor Abdukhamidov, Mohammed Abuhamad, George K. Thiruvathukal, Hyoungshick Kim, Tamer Abuhmed:
SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems. IEEE Trans. Inf. Forensics Secur. 19: 5985-5998 (2024) - [j57]Jihyeon Ryu, Yifeng Zheng, Yansong Gao, Alsharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang:
Can differential privacy practically protect collaborative deep learning inference for IoT? Wirel. Networks 30(6): 4713-4733 (2024) - [c143]Hyunmin Choi, Simon S. Woo, Hyoungshick Kim:
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication. AAAI 2024: 21976-21985 - [c142]Yurak Choe, Hyungseok Yu, Taeho Kim, Shinjae Lee, Hojoon Lee, Hyoungshick Kim:
(In)visible Privacy Indicator: Security Analysis of Privacy Indicator on Android Devices. AsiaCCS 2024 - [c141]Heewon Baek, Minwook Lee, Hyoungshick Kim:
CryptoLLM: Harnessing the Power of LLMs to Detect Cryptographic API Misuse. ESORICS (1) 2024: 353-373 - [c140]Beomjin Jin, Eunsoo Kim, Hyunwoo Lee, Elisa Bertino, Doowon Kim, Hyoungshick Kim:
Sharing cyber threat intelligence: Does it really help? NDSS 2024 - [c139]Sanghak Oh, Kiho Lee, Seonhye Park, Doowon Kim, Hyoungshick Kim:
Poisoned ChatGPT Finds Work for Idle Hands: Exploring Developers' Coding Practices with Insecure Suggestions from Poisoned AI Models. SP 2024: 1141-1159 - [c138]Mingyi Liu, Jun Ho Huh, HyungSeok Han, Jaehyuk Lee, Jihae Ahn, Frank Li, Hyoungshick Kim, Taesoo Kim:
I Experienced More than 10 DeFi Scams: On DeFi Users' Perception of Security Breaches and Countermeasures. USENIX Security Symposium 2024 - [c137]Kiho Lee, Chaejin Lim, Beomjin Jin, Taeyoung Kim, Hyoungshick Kim:
AdFlush: A Real-World Deployable Machine Learning Solution for Effective Advertisement and Web Tracker Prevention. WWW 2024: 1902-1913 - [i33]Nivedita Singh, Yejin Do, Yongsang Yu. Imane Fouad, Jungrae Kim, Hyoungshick Kim:
Crumbled Cookie Exploring E-commerce Websites Cookie Policies with Data Protection Regulations. CoRR abs/2401.05826 (2024) - [i32]Nivedita Singh, Rajkumar Buyya, Hyoungshick Kim:
Securing Cloud-Based Internet of Things: Challenges and Mitigations. CoRR abs/2402.00356 (2024) - [i31]Hyunmin Choi, Jihun Kim, Seungho Kim, Seonhye Park, Jeongyong Park, Wonbin Choi, Hyoungshick Kim:
UniHENN: Designing More Versatile Homomorphic Encryption-based CNNs without im2col. CoRR abs/2402.03060 (2024) - [i30]Jake Hesford, Daniel Cheng, Alan Wan, Larry Huynh, Seungho Kim, Hyoungshick Kim, Jin B. Hong:
Expectations Versus Reality: Evaluating Intrusion Detection Systems in Practice. CoRR abs/2403.17458 (2024) - [i29]Fujiao Ji, Kiho Lee, Hyungjoon Koo, Wenhao You, Euijin Choo, Hyoungshick Kim, Doowon Kim:
Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models. CoRR abs/2405.19598 (2024) - [i28]Mingyi Liu, Jun Ho Huh, HyungSeok Han, Jaehyuk Lee, Jihae Ahn, Frank Li, Hyoungshick Kim, Taesoo Kim:
I Experienced More than 10 DeFi Scams: On DeFi Users' Perception of Security Breaches and Countermeasures. CoRR abs/2406.15709 (2024) - [i27]Hyunmin Choi, Jiwon Kim, Chiyoung Song, Simon S. Woo, Hyoungshick Kim:
Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification. CoRR abs/2408.06167 (2024) - 2023
- [j56]Beomjin Jin, Jusop Choi, Jin B. Hong, Hyoungshick Kim:
On the Effectiveness of Perturbations in Generating Evasive Malware Variants. IEEE Access 11: 31062-31074 (2023) - [j55]Dongwon Lee, Yongwoo Oh, Jin B. Hong, Hyoungshick Kim, Dan Dongseong Kim:
PP-GSM: Privacy-preserving graphical security model for security assessment as a service. Future Gener. Comput. Syst. 142: 351-363 (2023) - [j54]Jun Ho Huh, Sungsu Kwag, Iljoo Kim, Alexandr Popov, Younghan Park, Geumhwan Cho, Juwon Lee, Hyoungshick Kim, Choong-Hoon Lee:
On the Long-Term Effects of Continuous Keystroke Authentication: Keeping User Frustration Low through Behavior Adaptation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(2): 58:1-58:32 (2023) - [j53]Bedeuro Kim, Mohsen Ali Alawami, Eunsoo Kim, Sanghak Oh, Jeongyong Park, Hyoungshick Kim:
A Comparative Study of Time Series Anomaly Detection Models for Industrial Control Systems. Sensors 23(3): 1310 (2023) - [j52]Eunil Seo, Hyoungshick Kim, Bhaskar Krishnamachari, Erik Elmroth:
An ICN-Based Data Marketplace Model Based on a Game Theoretic Approach Using Quality-Data Discovery and Profit Optimization. IEEE Trans. Cloud Comput. 11(2): 2110-2126 (2023) - [j51]Siwon Huh, Myungkyu Shim, Jihwan Lee, Simon S. Woo, Hyoungshick Kim, Hojoon Lee:
DID We Miss Anything?: Towards Privacy-Preserving Decentralized ID Architecture. IEEE Trans. Dependable Secur. Comput. 20(6): 4881-4898 (2023) - [c136]Seonhye Park, Alsharif Abuadbba, Shuo Wang, Kristen Moore, Yansong Gao, Hyoungshick Kim, Surya Nepal:
DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks. ACSAC 2023: 535-549 - [c135]Jeongyong Park, Bedeuro Kim, Hyoungshick Kim:
MENDEL: Time series anomaly detection using transfer learning for industrial control systems. BigComp 2023: 261-268 - [c134]Min Jang, Yuna Hwang, Yonghwi Kwon, Hyoungshick Kim:
BTFuzzer: A Profile-Based Fuzzing Framework for Bluetooth Protocols. ICISC (2) 2023: 20-38 - [c133]Taeyoung Kim, Yunhee Jang, Chanjong Lee, Hyungjoon Koo, Hyoungshick Kim:
Smartmark: Software Watermarking Scheme for Smart Contracts. ICSE 2023: 283-294 - [c132]Nivedita Singh, Mohsen Ali Alawami, Hyoungshick Kim:
When social networks meet payment: a security perspective. IMCOM 2023: 1-6 - [c131]Taeyoung Kim, Seonhye Park, Hyoungshick Kim:
Why Johnny Can't Use Secure Docker Images: Investigating the Usability Challenges in Using Docker Image Vulnerability Scanners through Heuristic Evaluation. RAID 2023: 669-685 - [c130]Dongwon Lee, Myeonghwan Ahn, Hyesun Kwak, Jin B. Hong, Hyoungshick Kim:
BlindFilter: Privacy-Preserving Spam Email Detection Using Homomorphic Encryption. SRDS 2023: 35-45 - [c129]Sanghak Oh, Minwook Lee, Hyunwoo Lee, Elisa Bertino, Hyoungshick Kim:
AppSniffer: Towards Robust Mobile App Fingerprinting Against VPN. WWW 2023: 2318-2328 - [i26]Taeyoung Kim, Yunhee Jang, Chanjong Lee, Hyungjoon Koo, Hyoungshick Kim:
SmartMark: Software Watermarking Scheme for Smart Contracts. CoRR abs/2303.13733 (2023) - [i25]Eldor Abdukhamidov, Mohammed Abuhamad, George K. Thiruvathukal, Hyoungshick Kim, Tamer Abuhmed:
Single-Class Target-Specific Attack against Interpretable Deep Learning Systems. CoRR abs/2307.06484 (2023) - [i24]Sanghak Oh, Kiho Lee, Seonhye Park, Doowon Kim, Hyoungshick Kim:
Poisoned ChatGPT Finds Work for Idle Hands: Exploring Developers' Coding Practices with Insecure Suggestions from Poisoned AI Models. CoRR abs/2312.06227 (2023) - [i23]Hyunmin Choi, Simon S. Woo, Hyoungshick Kim:
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication. CoRR abs/2312.11575 (2023) - 2022
- [j50]Mohsen Ali Alawami, Aishwarya Ram Vinay, Hyoungshick Kim:
LocID: A Secure and Usable Location-Based Smartphone Unlocking Scheme Using Wi-Fi Signals and Light Intensity. IEEE Internet Things J. 9(23): 24357-24372 (2022) - [j49]Yansong Gao, Minki Kim, Chandra Thapa, Alsharif Abuadbba, Zhi Zhang, Seyit Camtepe, Hyoungshick Kim, Surya Nepal:
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things. IEEE Trans. Computers 71(10): 2538-2552 (2022) - [j48]Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith C. Ranasinghe, Hyoungshick Kim:
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks. IEEE Trans. Dependable Secur. Comput. 19(4): 2349-2364 (2022) - [j47]Taegeun Moon, Hyoungshick Kim, Sangwon Hyun:
Mutexion: Mutually Exclusive Compression System for Mitigating Compression Side-Channel Attacks. ACM Trans. Web 16(4): 21:1-21:20 (2022) - [c128]Simon S. Woo, Shahroz Tariq, Hyoungshick Kim:
WDC'22: 1st Workshop on the Security Implications of Deepfakes and Cheapfakes. AsiaCCS 2022: 1269-1270 - [c127]Kiho Lee, Sanghak Oh, Hyoungshick Kim:
Poster: Adversarial Perturbation Attacks on the State-of-the-Art Cryptojacking Detection System in IoT Networks. CCS 2022: 3387-3389 - [c126]Soolin Kim, Jusop Choi, Muhammad Ejaz Ahmed, Surya Nepal, Hyoungshick Kim:
VulDeBERT: A Vulnerability Detection System Using BERT. ISSRE Workshops 2022: 69-74 - [e2]Simon S. Woo, Shahroz Tariq, Hyoungshick Kim:
WDC@AsiaCCS '22: Proceedings of the 1st Workshop on Security Implications of Deepfakes and Cheapfakes, Nagasaki, Japan, 30 May 2022. ACM 2022, ISBN 978-1-4503-9178-8 [contents] - [i22]Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Surya Nepal, Derek Abbott:
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World. CoRR abs/2201.08619 (2022) - [i21]Jusop Choi, Wonseok Choi, William Aiken, Hyoungshick Kim, Jun Ho Huh, Taesoo Kim, Yongdae Kim, Ross J. Anderson:
Attack of the Clones: Measuring the Maintainability, Originality and Security of Bitcoin 'Forks' in the Wild. CoRR abs/2201.08678 (2022) - [i20]Yansong Gao, Jianrong Yao, Lihui Pang, Zhi Zhang, Anmin Fu, Naixue Xiong, Hyoungshick Kim:
Systematically Evaluation of Challenge Obfuscated APUFs. CoRR abs/2203.15316 (2022) - [i19]Seonhye Park, Alsharif Abuadbba, Shuo Wang, Kristen Moore, Yansong Gao, Hyoungshick Kim, Surya Nepal:
Tracking Dataset IP Use in Deep Neural Networks. CoRR abs/2211.13535 (2022) - 2021
- [j46]Bong Gon Kim, Young-Seob Cho, Seok-Hyun Kim, Hyoungshick Kim, Simon S. Woo:
A Security Analysis of Blockchain-Based Did Services. IEEE Access 9: 22894-22913 (2021) - [j45]Lihui Pang, Hyoungshick Kim, Bin Yang, Xinlin Wang, Yansong Gao:
Security Evaluation of n-Choose-k-Sum PUFs Against Modeling Attacks. IEEE Access 9: 168193-168206 (2021) - [j44]William Aiken, Hyoungshick Kim, Simon S. Woo, Jungwoo Ryoo:
Neural network laundering: Removing black-box backdoor watermarks from deep neural networks. Comput. Secur. 106: 102277 (2021) - [c125]Beom Heyn Kim, Hyoungshick Kim:
Rocky: Replicating Block Devices for Tamper and Failure Resistant Edge-based Virtualized Desktop Infrastructure. ACSAC 2021: 285-296 - [c124]Larry Huynh, Thai Nguyen, Joshua Goh, Hyoungshick Kim, Jin B. Hong:
ARGH!: Automated Rumor Generation Hub. CIKM 2021: 3847-3856 - [c123]Bedeuro Kim, Alsharif Abuadbba, Yansong Gao, Yifeng Zheng, Muhammad Ejaz Ahmed, Surya Nepal, Hyoungshick Kim:
Decamouflage: A Framework to Detect Image-Scaling Attacks on CNN. DSN 2021: 63-74 - [c122]Muhammad Ejaz Ahmed, Hyoungshick Kim, Seyit Camtepe, Surya Nepal:
Peeler: Profiling Kernel-Level Events to Detect Ransomware. ESORICS (1) 2021: 240-260 - [c121]Siqi Ma, Juanru Li, Hyoungshick Kim, Elisa Bertino, Surya Nepal, Diethelm Ostry, Cong Sun:
Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps. ICSE 2021: 1671-1682 - [c120]Alsharif Abuadbba, Hyoungshick Kim, Surya Nepal:
DeepiSign: invisible fragile watermark to protect the integrity and authenticity of CNN. SAC 2021: 952-959 - [c119]Beomjin Jin, Jusop Choi, Hyoungshick Kim, Jin B. Hong:
FUMVar: a practical framework for generating fully-working and unseen malware variants. SAC 2021: 1656-1663 - [c118]Geumhwan Cho, Sungsu Kwag, Jun Ho Huh, Bedeuro Kim, Choong-Hoon Lee, Hyoungshick Kim:
Towards Usable and Secure Location-based Smartphone Authentication. SOUPS @ USENIX Security Symposium 2021: 1-16 - [c117]Jeongseok Choi, Hyoungshick Kim:
On the Robustness of Intrusion Detection Systems for Vehicles Against Adversarial Attacks. WISA 2021: 39-50 - [e1]Hyoungshick Kim:
Information Security Applications - 22nd International Conference, WISA 2021, Jeju Island, South Korea, August 11-13, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13009, Springer 2021, ISBN 978-3-030-89431-3 [contents] - [i18]Alsharif Abuadbba, Hyoungshick Kim, Surya Nepal:
DeepiSign: Invisible Fragile Watermark to Protect the Integrityand Authenticity of CNN. CoRR abs/2101.04319 (2021) - [i17]Muhammad Ejaz Ahmed, Hyoungshick Kim, Seyit Camtepe, Surya Nepal:
Peeler: Profiling Kernel-Level Events to Detect Ransomware. CoRR abs/2101.12434 (2021) - [i16]Yansong Gao, Minki Kim, Chandra Thapa, Sharif Abuadbba, Zhi Zhang, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal:
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things. CoRR abs/2103.02762 (2021) - [i15]Siqi Ma, Juanru Li, Hyoungshick Kim, Elisa Bertino, Surya Nepal, Diethelm Ostry, Cong Sun:
Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps. CoRR abs/2103.05758 (2021) - [i14]Jihyeon Ryu, Yifeng Zheng, Yansong Gao, Sharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang:
Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things? CoRR abs/2104.03813 (2021) - 2020
- [j43]Younghwan Kim, Huy Kang Kim, Hyoungshick Kim, Jin B. Hong:
Do Many Models Make Light Work? Evaluating Ensemble Solutions for Improved Rumor Detection. IEEE Access 8: 150709-150724 (2020) - [j42]Jaegwan Yu, Eunsoo Kim, Hyoungshick Kim, Jun Ho Huh:
Design of a Framework to Detect Device Spoofing Attacks Using Network Characteristics. IEEE Consumer Electron. Mag. 9(2): 34-40 (2020) - [j41]Jinyong Tim Kim, Eunsoo Kim, Jinhyuk Yang, Jaehoon Jeong, Hyoungshick Kim, Sangwon Hyun, Hyunsik Yang, Jaewook Oh, Younghan Kim, Susan Hares, Linda Dunbar:
IBCS: Intent-Based Cloud Services for Security Applications. IEEE Commun. Mag. 58(4): 45-51 (2020) - [j40]Mohsen Ali Alawami, Hyoungshick Kim:
LocAuth: A fine-grained indoor location-based authentication system using wireless networks characteristics. Comput. Secur. 89 (2020) - [j39]Eunsoo Kim, Young-Seob Cho, Bedeuro Kim, Woojoong Ji, Seok-Hyun Kim, Simon S. Woo, Hyoungshick Kim:
Can We Create a Cross-Domain Federated Identity for the Industrial Internet of Things without Google? IEEE Internet Things Mag. 3(4): 82-87 (2020) - [j38]Hakjun Lee, Dongwoo Kang, Jihyeon Ryu, Dongho Won, Hyoungshick Kim, Youngsook Lee:
A three-factor anonymous user authentication scheme for Internet of Things environments. J. Inf. Secur. Appl. 52: 102494 (2020) - [j37]Seungjin Lee, Hyoungshick Kim:
On the robustness of Lightning Network in Bitcoin. Pervasive Mob. Comput. 61: 101108 (2020) - [j36]Taeyun Kim, Yongwoo Oh, Hyoungshick Kim:
Efficient Privacy-Preserving Fingerprint-Based Authentication System Using Fully Homomorphic Encryption. Secur. Commun. Networks 2020: 4195852:1-4195852:11 (2020) - [j35]Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, JaeSeung Song:
Hy-Bridge: A Hybrid Blockchain for Privacy-Preserving and Trustful Energy Transactions in Internet-of-Things Platforms. Sensors 20(3): 928 (2020) - [j34]Jihyeon Ryu, Dongwoo Kang, Hakjun Lee, Hyoungshick Kim, Dongho Won:
A Secure and Lightweight Three-Factor-Based Authentication Scheme for Smart Healthcare Systems. Sensors 20(24): 7136 (2020) - [j33]Geumhwan Cho, Jun Ho Huh, Soolin Kim, Junsung Cho, Heesung Park, Yenah Lee, Konstantin Beznosov, Hyoungshick Kim:
On the Security and Usability Implications of Providing Multiple Authentication Choices on Smartphones: The More, the Better? ACM Trans. Priv. Secur. 23(4): 22:1-22:32 (2020) - [c116]Bedeuro Kim, Sharif Abuadbba, Hyoungshick Kim:
DeepCapture: Image Spam Detection Using Deep Learning and Data Augmentation. ACISP 2020: 461-475 - [c115]Hanbin Jang, Woojoong Ji, Simon S. Woo, Hyoungshick Kim:
Design and Evaluation of Enumeration Attacks on Package Tracking Systems. ACISP 2020: 543-559 - [c114]Joon Kuy Han, Xiaojun Bi, Hyoungshick Kim, Simon S. Woo:
PassTag: A Graphical-Textual Hybrid Fallback Authentication System. AsiaCCS 2020: 60-72 - [c113]Sharif Abuadbba, Kyuyeon Kim, Minki Kim, Chandra Thapa, Seyit Ahmet Çamtepe, Yansong Gao, Hyoungshick Kim, Surya Nepal:
Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? AsiaCCS 2020: 305-318 - [c112]Jihye Woo, Ji-Won Choi, Soyoon Jeon, Joon Kuy Han, Hyoungshick Kim, Simon S. Woo:
Tale of Two Browsers: Understanding Users' Web Browser Choices in South Korea. Financial Cryptography Workshops 2020: 3-17 - [c111]Jihyeon Ryu, Hyoungshick Kim, Youngsook Lee, Dongho Won:
Cryptanalysis of Protocol for Heterogeneous Wireless Sensor Networks for the Internet of Things Environment. IMCOM 2020: 1-4 - [c110]Gilhee Lee, Taegeun Moon, Min Jang, Hyoungshick Kim:
eAPT: enhancing APT with a mirror site resolver. ISSRE Workshops 2020: 117-122 - [c109]Jusop Choi, Soolin Kim, Junsung Cho, Kuyju Kim, Seok Hong, Hyoungshick Kim:
ACIDroid: a practical app cache integrity protection system on Android Runtime. SAC 2020: 376-383 - [c108]Eunyong Cheon, Yonghwan Shin, Jun Ho Huh, Hyoungshick Kim, Ian Oakley:
Gesture Authentication for Smartphones: Evaluation of Gesture Password Selection Policies. SP 2020: 249-267 - [c107]Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa, Kyuyeon Kim, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal:
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things. SRDS 2020: 91-100 - [c106]Bonha Koo, Taegeun Moon, Hyoungshick Kim:
MurQRI: Encrypted Multi-layer QR Codes for Electronic Identity Management. SVCC 2020: 98-108 - [c105]Aishwarya Ram Vinay, Mohsen Ali Alawami, Hyoungshick Kim:
ConTheModel: Can We Modify Tweets to Confuse Classifier Models? SVCC 2020: 205-219 - [c104]Muhammad Ejaz Ahmed, Il-Youp Kwak, Jun Ho Huh, Iljoo Kim, Taekkyung Oh, Hyoungshick Kim:
Void: A fast and light voice liveness detection system. USENIX Security Symposium 2020: 2685-2702 - [c103]Simon S. Woo, Hanbin Jang, Woojung Ji, Hyoungshick Kim:
I've Got Your Packages: Harvesting Customers' Delivery Order Information using Package Tracking Number Enumeration Attacks. WWW 2020: 2948-2954 - [i13]Sharif Abuadbba, Kyuyeon Kim, Minki Kim, Chandra Thapa, Seyit Ahmet Çamtepe, Yansong Gao, Hyoungshick Kim, Surya Nepal:
Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? CoRR abs/2003.12365 (2020) - [i12]Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa, Kyuyeon Kim, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal:
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things. CoRR abs/2003.13376 (2020) - [i11]William Aiken, Hyoungshick Kim, Simon S. Woo:
Neural Network Laundering: Removing Black-Box Backdoor Watermarks from Deep Neural Networks. CoRR abs/2004.11368 (2020) - [i10]Bedeuro Kim, Sharif Abuadbba, Hyoungshick Kim:
DeepCapture: Image Spam Detection Using Deep Learning and Data Augmentation. CoRR abs/2006.08885 (2020) - [i9]Yansong Gao, Bao Gia Doan, Zhi Zhang, Siqi Ma, Jiliang Zhang, Anmin Fu, Surya Nepal, Hyoungshick Kim:
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review. CoRR abs/2007.10760 (2020) - [i8]Bedeuro Kim, Alsharif Abuadbba, Yansong Gao, Yifeng Zheng, Muhammad Ejaz Ahmed, Hyoungshick Kim, Surya Nepal:
Decamouflage: A Framework to Detect Image-Scaling Attacks on Convolutional Neural Networks. CoRR abs/2010.03735 (2020)
2010 – 2019
- 2019
- [j32]Mahdi Daghmehchi Firoozjaei, MinChang Kim, JaeSeung Song, Hyoungshick Kim:
O2TR: Offline OTR messaging system under network disruption. Comput. Secur. 82: 227-240 (2019) - [j31]Jusop Choi, Jaegwan Yu, Sangwon Hyun, Hyoungshick Kim:
Digital forensic analysis of encrypted database files in instant messaging applications on Windows operating systems: Case study with KakaoTalk, NateOn and QQ messenger. Digit. Investig. 28 Supplement: S50-S59 (2019) - [j30]Keuntae Lee, Seokhwa Kim, Jaehoon (Paul) Jeong, Sejun Lee, Hyoungshick Kim, Jung-Soo Park:
A framework for DNS naming services for Internet-of-Things devices. Future Gener. Comput. Syst. 92: 617-627 (2019) - [j29]Muhammad Ejaz Ahmed, Saeed Ullah, Hyoungshick Kim:
Statistical Application Fingerprinting for DDoS Attack Mitigation. IEEE Trans. Inf. Forensics Secur. 14(6): 1471-1484 (2019) - [j28]Jinyong Kim, Seokhwa Kim, Jaehoon Jeong, Hyoungshick Kim, Jung-Soo Park, Taeho Kim:
CBDN: Cloud-Based Drone Navigation for Efficient Battery Charging in Drone Networks. IEEE Trans. Intell. Transp. Syst. 20(11): 4174-4191 (2019) - [c102]Woojoong Ji, Taeyun Kim, Kuyju Kim, Hyoungshick Kim:
Automated Cash Mining Attacks on Mobile Advertising Networks. ACISP 2019: 679-686 - [c101]Yujin Kwon, Hyoungshick Kim, Yung Yi, Yongdae Kim:
An Eye for an Eye: Economics of Retaliation in Mining Pools. AFT 2019: 169-182 - [c100]Yuri Son, Geumhwan Cho, Hyoungshick Kim, Simon S. Woo:
Understanding Users' Risk Perceptions about Personal Health Records Shared on Social Networking Services. AsiaCCS 2019: 352-365 - [c99]Daehwa Rayer Lee, Yunhee Jang, Hyoungshick Kim:
Poster: A Proof-of-Stake (PoS) Blockchain Protocol using Fair and Dynamic Sharding Management. CCS 2019: 2553-2555 - [c98]Heejun Jang, Beomjin Jin, Sangwon Hyun, Hyoungshick Kim:
Kerberoid: A Practical Android App Decompilation System with Multiple Decompilers. CCS 2019: 2557-2559 - [c97]Joon Kuy Han, Hyoungshick Kim, Simon S. Woo:
Nickel to Lego: Using Foolgle</> to Create Adversarial Examples to Fool Google Cloud Speech-to-Text API. CCS 2019: 2593-2595 - [c96]