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Kim, Hyoungshick

  1. Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
    2020/07/21 by Yansong Gao, Bao Gia Doan, Gao, Yansong +13 · 19 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  2. Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
    2019/11/23 by Yansong Gao, Gao, Yansong, Yeonjae Kim +13 · 12 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  3. Can We Use Split Learning on 1D CNN Models for Privacy Preserving\n Training?
    2020/03/16 by Alsharif Abuadbba, Abuadbba, Sharif, Kyuyeon Kim +13 · 5 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Privacy-Preserving Technologies in Data
  4. Poisoned ChatGPT Finds Work for Idle Hands: Exploring Developers' Coding Practices with Insecure Suggestions from Poisoned AI Models
    2023/12/11 by Sanghak Oh, Oh, Sanghak, Ki-Ho Lee +7 · 10 citations
    Computer Science · Medicine · #Advanced Malware Detection Techniques #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering Research
  5. Neural Network Laundering: Removing Black-Box Backdoor Watermarks from\n Deep Neural Networks
    2020/04/22 by William Aiken, Hyoungshick Kim, Aiken, William +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
  6. Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World
    2022/01/21 by Hua Ma, Ma, Hua, Yinshan Li +17 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
  7. Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things
    2021/03/03 by Yansong Gao, Minki Kim, Gao, Yansong +13 · 2 citations
    Computer Science · #Age of Information Optimization #Cryptography and Security (cs.CR) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data
  8. Expectations Versus Reality: Evaluating Intrusion Detection Systems in Practice
    2024/03/26 by Jake Hesford, Hesford, Jake, Daniel Cheng +11 · 3 citations
    Computer Science · #68M20 #68M25 #C.4 #Cryptography and Security (cs.CR) #D.m #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  9. I Experienced More than 10 DeFi Scams: On DeFi Users' Perception of Security Breaches and Countermeasures
    2024/06/22 by Mingyi Liu, Jun Ho Huh, Liu, Mingyi +13 · 3 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #User Authentication and Security Systems
  10. No Silk Road for Online Gamers!: Using Social Network Analysis to Unveil Black Markets in Online Games
    2018/01/19 by Lee, Eunjo, Woo, Jiyoung, Kim, Hyoungshick +1 · 1 citation
    #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  11. Bitcoin vs. Bitcoin Cash: Coexistence or Downfall of Bitcoin Cash?
    2019/02/28 by Kwon, Yujin, Kim, Hyoungshick, Shin, Jinwoo +1 · 1 citation
    #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  12. An Eye for an Eye: Economics of Retaliation in Mining Pools
    2019/08/28 by Yu‐Jin Kwon, Kwon, Yujin, Hyoungshick Kim +5 · 1 citation
    Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Computer Science and Game Theory (cs.GT) #Crime, Illicit Activities, and Governance #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  13. Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things?
    2021/04/08 by Ryu, Jihyeon, Zheng, Yifeng, Gao, Yansong +6 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  14. Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models
    2024/05/30 by Fujiao Ji, Ki-Ho Lee, Ji, Fujiao +11 · 3 citations
    Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection #Text and Document Classification Technologies
  15. Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps
    2021/03/06 by Siqi Ma, Ma, Siqi, Juanru Li +11 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Chaos-based Image/Signal Encryption #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #User Authentication and Security Systems