Seungwon Shin

Computer Science · Physical Sciences

25h-index4.1kcitations139works1.52yr avg
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Research Topics

Network Security and Intrusion Detection(65), Software-Defined Networks and 5G(61), Advanced Malware Detection Techniques(33), Internet Traffic Analysis and Secure E-voting(22), Spam and Phishing Detection(14)

Publications139 total

Subgraph Reconstruction Attacks on Graph RAG Deployments with Practical Defenses
arXiv (Cornell University)·2026Open Access
Subgraph Reconstruction Attacks on Graph RAG Deployments with Practical Defenses
ArXiv.org·2026Open Access
ARGORA: Orchestrated Argumentation for Causally Grounded LLM Reasoning and Decision Making
arXiv (Cornell University)·2026Open Access
ARGORA: Orchestrated Argumentation for Causally Grounded LLM Reasoning and Decision Making
ArXiv.org·2026Open Access
$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models
arXiv (Cornell University)·2026Open Access
$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models
ArXiv.org·2026Open Access
MOEVIL: Poisoning Experts to Compromise the Safety of Mixture-of-Experts LLMs
2025
BeaCon: Automatic container policy generation using environment-aware dynamic analysis
Computers & Security·2025
BEACON: Automatic Container Policy Generation using Environment-aware Dynamic Analysis
arXiv (Cornell University)·2025Open Access
SecTracer: A framework for uncovering the root causes of network intrusions via security provenance
Computers & Security·2025
SecTracer: A Framework for Uncovering the Root Causes of Network Intrusions via Security Provenance
arXiv (Cornell University)·2025Open Access
PassREfinder-FL: Privacy-preserving credential stuffing risk prediction via graph-based federated learning for representing password reuse between websites
Expert Systems with Applications·2025
PassREfinder-FL: Privacy-Preserving Credential Stuffing Risk Prediction via Graph-Based Federated Learning for Representing Password Reuse between Websites
arXiv (Cornell University)·2025Open Access
HardMesh: Enabling High-performance Service Mesh Ingress Processing with SmartNICs
2025Open Access
AVXProbe: Enhancing Website Fingerprinting with Side-Channel-Assisted Kernel-Level Traces
2025Open Access
MUFFLER: Secure Tor Traffic Obfuscation with Dynamic Connection Shuffling and Splitting
2025Open Access
AutoPatch: Multi-Agent Framework for Patching Real-World CVE Vulnerabilities
arXiv (Cornell University)·2025Open Access
Covering Cracks in Content Moderation: Delexicalized Distant Supervision for Illicit Drug Jargon Detection
2025Open Access
Claim-Guided Textual Backdoor Attack for Practical Applications
2025Open Access
CR-ATTACKER: Exploiting Crash-Reporting Systems Using Timing Gap and Unrestricted File-Based Workflow
IEEE Access·2025· 2 citedOpen Access
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Frequent Co-authors

Vinod Yegneswaran(19), Phillip Porras(17), Guofei Gu(14), Changhoon Yoon(9), Seungsoo Lee(8), Taejune Park(7), Jinwoo Kim(7), Jaehyun Nam(6), Heedo Kang(5), Yeonkeun Kim(5), Sooel Son(3), Seunghyeon Lee(3), Martin Fong(2), Jiseong Noh(2), Chanhee Lee(2), Yongdae Kim(2), Hyeonseong Jo(2), Yongjae Lee(2), Sandra Scott-Hayward(2), Seungwon Woo(2)