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Kiho Lee

Researcher · ETRI (Electronics and Telecommunications Research Institute), South Korea
Artificial Intelligence Computing Research Laboratory · On-Device Artificial Intelligence Research Division

[email protected] · Google Scholar · GitHub · LinkedIn


Appointments

ETRI, South Korea — Researcher, Artificial Intelligence Computing Research Laboratory
Jan. 2025 – Present


Education

Sungkyunkwan University (SKKU), Suwon, South Korea
M.S. in Computer Science and Engineering (Security Track) · GPA: 4.31 / 4.5
Advisor: Prof. Hyoungshick Kim
Mar. 2022 – Feb. 2024

Hongik University, Seoul, South Korea
B.E. in Computer Science and Engineering
Mar. 2015 – Feb. 2019


Peer-Reviewed Publications

[C.10] "Brave New Browsing! Tracker Exposure under Browser-Agent Delegation"
Kiho Lee, Chaejin Lim, Eunsoo Kim, Seyoung Jin, Beomjin Jin, and Hyoungshick Kim.
ACSAC '26, Los Angeles, USA · Acceptance rate: 19.3% · [TBA]

[C.9] "AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the Wild"
Chaejin Lim, Kiho Lee, Beomjin Jin, Heewon Baek, and Hyoungshick Kim
The Web Conference (WWW '26), Dubai, UAE · Acceptance rate: 20.1%

[C.8] "When Does Wasm Malware Detection Fail? A Systematic Analysis of Their Robustness to Evasion"
Taeyoung Kim, Sanghak Oh, Kiho Lee, Weihang Wang, Yonghwi Kwon, Sanghyun Hong, and Hyoungshick Kim
ASE '25, Seoul, Korea · Acceptance rate: 22%

[C.7] "Open Sesame! On the Security and Memorability of Verbal Passwords"
Eunsoo Kim, Kiho Lee, Doowon Kim, and Hyoungshick Kim
IEEE S&P '25, San Francisco, USA · Acceptance rate: 14.8% · PDF

[C.6] "7 Days Later: Analyzing Phishing-Site Lifespan After Detected"
Kiho Lee, Kyungchan Lim, Hyoungshick Kim, Yonghwi Kwon, and Doowon Kim
The Web Conference (WWW '25), Sydney, Australia · Acceptance rate: 19.8% · PDF

[C.5] "What's in Phishers: A Longitudinal Study of Security Configurations in Phishing Websites and Kits"
Kyungchan Lim*, Kiho Lee*, Fujiao Ji, Yonghwi Kwon, Hyoungshick Kim, and Doowon Kim
The Web Conference (WWW '25), Sydney, Australia · Acceptance rate: 19.8% · PDF

[C.4] "Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models"
Fujiao Ji, Kiho Lee, Hyungjoon Koo, Wenhao You, Euijin Choo, Hyoungshick Kim, and Doowon Kim
USENIX Security '25 · Acceptance rate: 17% · PDF

[C.3] "An LLM-Assisted Easy-to-Trigger Poisoning Attack on Code Completion Models"
Shenao Yan, Shen Wang, Yue Duan, Hanbin Hong, Kiho Lee, Doowon Kim, and Yuan Hong
USENIX Security '24 · Acceptance rate: 18.3% · PDF

[C.2] "Poisoned ChatGPT Finds Work for Idle Hands: Insecure Suggestions from Poisoned AI Models"
Sanghak Oh*, Kiho Lee*, Seonhye Park, Doowon Kim, and Hyoungshick Kim
IEEE S&P '24, San Francisco, USA · Acceptance rate: 17.8% · PDF

[C.1] "AdFlush: A Real-World Deployable ML Solution for Ad and Web Tracker Prevention"
Kiho Lee*, Chaejin Lim*, Beomjin Jin, Taeyoung Kim, and Hyoungshick Kim
The Web Conference (WWW '24), Singapore · Acceptance rate: 20.2% · PDF · Code · Hacker News #1

POSTER

[P.2] "The Aggregation Gap: Row-Level Security Failures in Vibe-Coded Applications" (Poster)
Kiho Lee,
ACM CCS '26, Hague, Netherlands · [TBA]

[P.1] "Adversarial Perturbation Attacks on Cryptojacking Detection Systems" (Poster)
Kiho Lee, Sanghak Oh, and Hyoungshick Kim
ACM CCS '22, Los Angeles, USA · PDF

* Equal contribution


Academic Service

PC — International Symposium on Research in Attack, Intrusions and Defenses (RAID), 2026
Reviewer — The Web Conference (WWW), Security Track, 2025
Artifact Evaluation PC — USENIX Security Symposium, 2025


Research Projects

Project Lead

Tuning-Free Security Control Framework for LLM Code Generation
ETRI Early Career Researcher Program (차세대주역 신진연구사업) · 300M KRW
Oct. 2025 – Dec. 2026

During M.S.

Machine Learning-based Web Tracker Prevention Framework
Korea Internet & Security Agency (KISA) · Jun. 2022 – Dec. 2023

Unsupervised Learning-based Anomaly Detection for ICS
National Security Research Institute (NSR) · Mar. 2022 – Dec. 2022

Ghidra Emulation Plugin for Firmware Rehosting
National Security Research Institute (NSR) · May 2022 – Nov. 2022


Work Experience

University of Tennessee, Knoxville, USA
Visiting Research Scholar — Cybersecurity & AI
Jan. 2024 – Dec. 2024

Republic of Korea Army (ROTC)
Cyber Intelligence Operations Officer (1st Lt.) · Radio & Tactical Satellite Platoon Leader (2nd Lt.)
Mar. 2019 – Jun. 2021

UPSYSTEMS, INC., South Korea
Software Developer — File Encryption Systems · Jan. 2023 – Jun. 2024
Intern — Software Versioning, IDS/IPS Policies · Dec. 2015 – Jun. 2016


Honors & Awards

Year Award Organization
2024 Best Student Researcher Award SKKU
2023 Simsan Scholarship (Outstanding Graduate Student) SKKU
2023 2nd Place, SKKU CTF Challenge SKKU
2023 2nd Place, Security Hackathon KISA
2021 1st Place, AI Security Technology Detection Competition KISA

Technical Skills

Languages: C/C++, Rust, Python, JavaScript/TypeScript, SQL (PostgreSQL, SQLite), Shell
OS: Debian, CentOS, OpenBSD AI/ML: PyTorch, TensorFlow, Hugging Face Transformers
Security: Web Application Pentesting, Active Directory, OWASP ZAP, Ghidra, IDA

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