Program for Wednesday, December 17th: Talk View

PROGRAM FOR WEDNESDAY, DECEMBER 17TH: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

18:00

09:00-09:18

Reconstruction attack on Wi-Fi sensing obfuscation

Chae-Yeon Park, So-Eun Jeon, Il-Gu Lee

09:18-09:36

Service-level Threat Scenarios and Resilience Approaches in Private 5G Networks

Seungjoon Na, Jinha Kim, Hwankuk Kim

09:36-09:54

Toward Agentic AI in 6G Security: Specialized Small Language Model for False Base Station Detection

I Wayan Adi Juliawan Pawana, Vincent Abella, Hoseok Kwon, Bonam Kim, Ilsun You

09:54-10:12

Cooperative Global Detection with Dynamic Multi-Link Recovery for Jamming Resilience of Internet of

Min-Ji Cho, So-Eun Jeon, Il-Gu Lee

10:12-10:30

Semantic Relations Analysis of Safety and Security Requirements in Industrial Control Systems using Natural Language

Joon-Seok Kim, Ka-Kyung Kim, Ieck-Chae Euom

09:00-09:18

VulnRemediate AI : An Integrated Framework for Semantic Vulnerability Detection and Generative

Pranta Mazumder, Tanjim Mahmud, Karl Andersson, Mohammad Shahadat Hossain

09:18-09:36

Embedding Semantic Backdoors into Anomaly Detection Models in Industrial Control Systems

Ka-Kyung Kim, Joon-Seok Kim, Ieck-Chae Euom

09:36-09:54

Design and Implementation of an AI-based IDS xApp for Open RAN

Hyeonsoo Yu, Suhyeon Lee, Hwankuk Kim

09:54-10:12

Implementing an Image-based Intruder Detection System using YOLOtalk

Yun-Wei Lin, Min-Tong Lin

10:12-10:30

Security Evaluation Frameworks for AI Agents: A Comparative Analysis and Future Directions

Seong Bean Park, Hyun Min Song

09:00-09:18

Toward Quantum-Resilient eSIM Provisioning: Integrating ML-KEM and OQS-TLS into Consumer RSP

Jhury Kevin Lastre, Hoseok Kwon, Bonam Kim, Ilsun You

09:18-09:36

Formal Verification of the PRINS: Secure Application Layer Protection for 5G Roaming

Tae Ho Won, Bonam Kim, Ilsun You

09:36-09:54

Adaptive Circuit Breaker Configuration for Transition from Istio Sidecar to Ambient Mode

Jiwon Yoo, Seoyeon Kang, Kahyun Kim, Hyeyeon Hyeon, Seongmin Kim

09:54-10:12

Prompt-Conditioned Scene Reconstruction based on Stable Diffusion for Investigative Hypothesis

Jeong-Hwa Ryu, Da-Hyung Kim, Su-bin Lee, Seongmin Kim

10:12-10:30

A Prefetch-based LLM System Using Response Reuse

Yeonju Han, Sohyun Park, Ilgu Lee

10:45-11:03

Slicing and Filtering security orchestration for cyberattacks mitigation in 5G/6G networks

Sánchez García et.al

11:03-11:21

Deriving Security Controls through Verification on Open-Source 5G Testbeds

Toshiro Sawamoto, Yutaro Osako, Mio Suzuki, Takahiro Kasama, Koji Nakao

11:21-11:39

Private 5G Security Assessment Framework: Development and Validation from Testbed to Operational

Jieon Oh, Youngjae Kim, Bonam Kim, Ilsun You

11:39-11:57

XDP-FlowOpt: Lightweight Flow Optimization for 5G Private Networks

Y. Shin, J. Lee, M. Han, H. Lee, N. Park, J. Kim, J. Park

10:45-11:15

TBD

Gergei Bana

11:15-11:33

Toward Formal Analysis of the IVXV Voting Protocol using Computationally Complete Symbolic Attacker

Hideki Sakurada

11:33-11:51

Symbolic Formalization of PoW Integrity in Blockchain

Kengo Matsui, Shigeki Hagihara

11:51-12:09

A PBFT-Based Consensus Approach for Secure ENC Update Protocol

Seungbin Lee, Soowang Lee, Jiyoon Kim

10:45-11:03

Information Leakage Attacks Using Multi Modulation on Air-Gapped Systems

Ye-Rim Jeong, Yeon-Jin Kim, Il-Gu Lee

11:03-11:21

Deepfake Dataset Privacy: A Comprehensive Survey and Framework for Safer Sharing

Ayoung Jeon, Yu-ran Jeon, Il-Gu Lee

11:21-11:39

Energy-Efficient Deep Q-Learning Framework for Federated-Inspired Cooperative Control in Overlapping Wi-Fi

Jin-Min Lee, Hye-Yeon Shim, Il-Gu Lee

13:30-14:30 Keynote 3: Prof. Junji Shikata (Title: Post- Quantum Advanced Cryptography and its Application to B5G)

15:00-15:18

A Comparative Analysis of Cyber Attacks against Satellite Internet

Seungjin Baek, Hocheol Nam, Min Suk Kang

15:18-15:36

Intelligent Orchestration Method for Cybersecurity Services in Satellite-Terrestrial Integrated

Wangjian Zhou, Xiaojing Fan, Huachun Zhou

15:36-15:54

Machine Learning-Based Power Allocation for Covert Communication in LEO-UAV Cooperative Networks

Minjeong Kang, Jung Hoon Lee, Il-Gu Lee

15:54-16:12

Secure Satellite Communication Using Shamir’s Secret Sharing-Based Frequency Hopping Technique

Kim Su-Kyoung, Kim So-Yeon, Lee Il-Gu

15:00-15:18

UE-Guard: Formal Specification-Based Cellular Attack Detection of False Base Stations and Attacks on

Vincent Abella, Philip Virgil Astillo, I Wayan Adi Juliawan Pawana, Ilsun You

15:18-15:36

A Hybrid EDHOC Protocol

Seonghan Shin, Adi Panca Saputra Iskandar, Yongho Ko, Ilsun You

15:36-15:54

Unified Formal Verification of Security Requirements in the TLS Family

Yongho Ko, Ilsun You, Hoseok Kwon

15:54-16:12

A Scneario Generation for Model-based Testing of TLS using Maude Strategy

Jaehun Lee, Kyungmin Bae

16:30-17:15

Analyzing Temporal Effects of Cumulative Malicious User Injections in Sequential Recommendation

Minje Kim, Sang-Min Choi

TLSVerifier: An Automated TLS software Verification Tool Using Model-Based Testing

Jaedeok Lim, Minsuk Choi

A Detection Framework for Identity Protection in Cloud-Based 5G Core Networks

Mirae Kim, Mijin Shin, Hyunji Lee, Seongmin Kim

A Multi-Agent Framework for Autonomous Generation and Validation of IaC and PaC

Jueun Son, Jeongeun Ryu, Seongmin Kim

Open-Source Software Supply Chain Attacks: Workflow and Recent Cases

Yejun Lee, Hyo Jin Jo

A Rate-Distortion Framework for Compressing User Interaction Sequences with Adaptive Preference

Wooseung Kang, Sang-Min Choi

An Analysis of Gemini on the Malicious Use of Generative AI for Email Phishing and Malware Creation

Jaebin Lee, Minjung Yoo, Seunghyun Park, Seongmin Kim

Explainable Adversarial-Robust Vision-Language-Action Model for Robotic Manipulation

Ju-Young Kim, Ji-Hong Park, Myeongjun Kim, Gun-Woo Kim

Adaptive Circuit Breaker Thresholds in Istio: Comparative Analysis of Sidecar and Ambient Modes

Seoyeon Kang, Jiwon Yoo, Kahyun Kim, Hyeyeon Hyeon, Seongmin Kim

Fortifying Federated Learning: Advanced Mitigation Strategy for Data Poisoning Attacks

Ming-Feng Tsai, Tao Ban, Takeshi Takahashi, Tomohiro Morikawa, Chun-I Fan

Forensic Analysis of Data Leakage Indicators in Mobile Gemini User Content Interactions

Yewon Kim, Minjung Yoo, Seunghyun Park, Seongmin Kim

Automated Allowed-Only Detection Scenario Based on AWS CloudTrail and Athena

Yeeun Shin, Sunwoo Kwon, Soomin Nam, Seongmin Kim

Dynamic Privilege Validation in AWS Environments via CloudTrail-Athena Analysis

Soo-Min Nam, Sun-Woo Kwon, Ye-Eun Shin, Seongmin Kim

A Survey of MCP Environments: Threats, Vulnerabilities, and Evaluations

Hyungbeom Jang, Hyojin Jo

Spike-Aware Local Music Recommendation: Detecting Event-Driven Anomalies for Secure Streaming

Tae-Han Kim, Sang-Min Choi

Training-to-Runtime Supply Chain Attacks on AI Agents

Ilhwan Ha, Suwon Lee

OpticalFBP: A Deep Optical Imaging Model for Privacy-Protective Facial Beauty Prediction

Jiho Bae, Minjae Lee, Suwon Lee

A Realistic Multi-Modal Attack for LiDAR Systems

Minjae Lee, Jiho Bae, Ungsik Kim, Suwon Lee

CPU-Based Optimizations Do Not Transfer to CUDA k-Means under Homomorphic Encryption

Ungsik Kim, Suwon Lee

LLM-based Detection Framework of Memory Vulnerabilities in Stripped Binaries

Youngho Choi, Geumhwan Cho, Dooho Choi

An Optimization Algorithm for Medical Tabular Data Analysis Using Machine Learning and Deep Learning

So-Hee Lim, Yu-Jin Ha, Jong-Chan Park, Gun-Woo Kim

Structure-Aware NGAP Fuzzer Design for Procedural and State Anomaly Analysis

Nakyung Lee, Youngseo Nam, Jinha Kim, Hwankuk Kim

Predictive Clock-Drift-Aware Wake-up Correction for Wireless Sensor Networks

Yeon-Woo Lee, Yeon-Ji Lee, Il-Gu Lee

A MITRE ATT&CK-Based Anomaly Detection System Using Privacy-Preserving Security Data

Hongil Ju, Jongsik Moon, Dongho Kang

Maritime Cybersecurity: Operational Threat Analysis and Defensive Strategies in OT·IT Convergence

Sarang Na, Seongmin Park, Daeun Kim, Jingang Kim, Jinseong Lee

Effective Strategies for Implementing and Operating a Zero Trust Environment

Seulgi Choi, Jiyong Choi, Youngju Lee, Byungwook Ha

A Study on the Analysis of Personal Data Stored in Vehicle Telematics Devices

Kyungrok Park, Samuel Woo

AI-Based Automated Threat Scenario Generation Leveraging the ATT&CK Framework

Sarang Na, Seongmin Park, Daeun Kim, Jingang Kim, Joonhyung Lim

A WBC-MAC Framework for Secure Integrity Verification of On-Device AI Models

Hanbin Lee, Junyoung Cho, Hyeon Park, Taesung Kwak, Mee Lan Han, Taeguen Kim

A Proactive Cyber Threat Response Framework Integrating Real-Time CTI with MITRE ATT&CK and D3FEND

Jo, Lee, Han, Jung, Lee, Kang, Kwak, Han, Kang

Analyzing the Limitations of LLM-Based Multi-cloud Terraform Code Transformation

Yesol Sim, Mijin Kim, Seohee Kim, Seongmin Kim

Enhancing LLM-Based IaC Transformation Accuracy Using an AST-Based Approach

Seohee Kim, Mijin Kim, Yesol Sim, Seongmin Kim

Orchestrating Security Measures for Legacy Devices in Far-Edge Computing Scenarios

Gaetano Francesco Pittalà, Gianluca Davoli, Davide Borsatti, Walter Cerroni

Forensic Analysis of Gemini's Facilitation of Malware Generation and Distribution

Gayoon Kim, Minjung Yoo, Seunghyun Park, Seongmin Kim

Enhancing the Flexibility of Cross Domain Solutions through a Zero Trust Overlay Approach

Sangkyu Ham, Jungsoo Park

Proposal for a Linkage between Zero Trust and MLS CDS

Yongjae Lee, Jungsoo Park

Never Trust, Verify Every Transfer: A Zero Trust Perspective on CDS

Yujin Kim, Jungsoo Park

Noninvasive Glucose Prediction and Diabetes Classification With ECG and PPG Derived Domain-Specific

Sujin Park, Seyeon Lee, Gyuhyeok Lee, Gunwoo Kim

Key Considerations for User Management and Roaming in Military Private 5G

Juseoung Lee, Donghyun Kum, Jihoon Choi

17:15-18:00

A Study on Enhancing Security in Private 5G Networks Using Post-Quantum Cryptography (PQC)-Based X.509

Juseoung Lee, Jihoon Choi, Sookhyun Jeon

Validation of Traceability Attacks in NAS Registration Procedure

Donghoon Lee, Youngjae Kim, Taeho Won, Bonam Kim, Ilsun You

Research study on the introduction of CDS into ZTA’s 5 Pillars

Yeomin Lee, Jungsoo Park

A Multimodal Framework for Phishing Detection

Gi Hong Kim, Sang Min Choi

Federated Learning in LEO Constellations: A Simulation-Based Study

You Jeong Lee, Jakyoung Yun, Yeon-Sup Lim

Analysis of Data Tampering Possibilities and Attack Techniques for EDR Data

Suji Lee, Daul Jeon, Junsik Yoon, Samuel Woo, Yousik Lee

A STIX Schema Design for Interoperable Feature Sharing Among AI Security Models

Taehun Kim, Hwankuk Kim

A study on CAN Communication Security Software Design Using Intrusion Alert Messages

Minyoung Chang, Samuel Woo

A Proposal for a Method to Detect Malicious Nodes Using CAN ACK-Bit Voltage

Dongwon Lee, Samuel Woo

A Genetic Algorithm Approach to Attack Path Optimization Using Attack Graphs

Lee Jong Eun, Kim Dong Wook

High-speed detection technique for encrypted steganography using GPU

Won Seok Choi, Kyung-Mo Sung, Laihyuk Park, Woongsoo Na

PX4 autopilot hijacking strategy

J. Suh, J. Kim, W. Choi, D. Kim, S. Woo, H. Ju, Y. Kim

The Confident Liar: Measuring and Governing Assertive Falsehoods in Persona-Conditioned LLMs

Seokjae Gwon, Seyoung Lee

A Private Blockchain-Based System for Managing the Originality of Digital Evidence

Hae-Yeong Cho, Seongho Lim, Nam In Park, Junseok Byun, Sang-Min Choi

A Privacy-Preserving Framework for Personalized Recommendation Systems

Ye-Jin Lee, Sang-Min Choi

A Differential Privacy Noise Allocation Method Based on Attribute Sensitivity

Yu-Na Kim, Yeon-jin Kim, Il-Gu Lee

Comparative Analysis of Reactive-based Obstacle Avoidance for Free Floating Space Robots

Myeongjun Kim, Ju-Young Kim, Ji-Hong Park, Gun-Woo Kim

Rank-Based Approach to T-Gate Reduction in Q-Circuits

Jinseob Oh, Hoyeong Kim, Soonwook Choi, Dooho Choi

Multi-factor authentication using electrostatic capacitance

Hohyeon Lim, Seyoung Lee

Formal Verification of Mixing Preshared Keys in IKEv2 Protocol Using Proverif

Changhyeon Woo, Ilsun You, Bonam Kim

Sentra: A Kubernetes Sidecar-Based Multi-Layer Security Gateway for Protecting LLM APIs

Jaeyoung Lee, Chanuk Park, Jaehyun Nam

Weaponizing Infrared Against Lane Detection Systems in Autonomous Vehicles

Hyunmin Ju, Sangmin Woo, Dohyun Kim, Weonji Choi, Yongdae Kim

Network Fuzzing Framework for Communication Protocol

Hyeon Park, Taeguen Kim, Songha Ryu

Intrusion Detection Approaches for RESTful Communication in 5G Service-Based Architecture

Youngjae Kim, Bonam Kim, Ilsun You

An LSTM-based Forgery Detection Method for V2X Messages

Kyung-Mo Sung, Won Seok Choi, Laihyuk Park, Woongsoo Na

Selective Adaptive Video Watermarking Technique Against Compression and Frame Deletion Attacks

Chaewan Hong, Seung-ha Jee, Il-Gu Lee

Real-time Anomaly Detection-enhanced Defense for Dynamic Memory Allocation

Ga-Yeong Kim, Na-Eun Park, Il-Gu Lee

Dynamic Link-State-Based Hybrid Communication Scheme for Low Earth Orbit Satellite Networks

Da-eun Yu, Seung-ha Jee, Il-Gu Lee

A Data-Firmware Aggregated Transmission Mechanism for Efficient Firmware-Over-The-Air of Low Earth

Na-Hyun Kim, Yeon-Ji Lee, Il-Gu Lee

DSWEC: A Saliency-Weighted Defense against Camera Exposure Tampering

Seohyun Kim, Sanghoon Jeon

Improved Hybrid BKZ-MITM Attack on LWE via Noisy-Search

Sieun Bak, Yujeong An, Yongha Son

Devilray: Reconfigurable, Evasive and Reference-grade LTE Fake Base Station

T. Oh, D. Kim, B. Oh, M. Son, K. Kim, S. Woo, J. Kim, C. Park, Y. Kim

Activation-Guided Fuzzing for Neural Network Analysis

Kim Beomjun, Lee Dongjae

Practical Fault Attacks on DNN Model Using Slope-based SAD Pattern Matching

Gyeongdeok An, Yunsung Kim, Sangwon Lee, Jaecheol Ha

On-Device DNN Model Binding with TPM-Backed Selective Layer Encryption

Jiseok Bang, Seungkwang Lee

LLM-Agent-Based Legal Compliance Evaluation System

Nara Shin, So-Hyun Park, Il-Gu Lee

Frequency-Domain Watermarking-Based QR Code Authentication Against Q-Phishing

Taejin Jung, Yeog Kim, Kiwook Sohn, Changhoon Lee

Reverse-Character Obfuscation for LLM Jailbreak: Bypassing Zero-Shot Safety Filters

Nahyun Kim, Younghyo Cho, Yeog Kim, Kiwook Sohn, Changhoon Lee

Enhanced Security Architecture for Direct Interworking between Commercial 5G and Defense Networks

Jisoo Shin, Yongyoon Shin, Hyunjin Kim, Jonggeun Park