Lab Seminar Highlights: Recent Presentations (March 2026)

We share the recent lab seminar materials from the System and Network Security (SNSec) Lab. Our members have been actively exploring the latest research trends in AI-driven security, sequence modeling, and reliable systems. This collection features six seminar materials presented between November 2025 and January 2026.

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1. MetaFTT: Improving the Fault-Tolerance against Hardware Faults for Neural Network-Based Accelerators

Speaker: Prof. Seonghoon Jeong
Date: November 12, 2025
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2. LENS: Lightweight and Explainable LLM-based APT Detection

Speaker: Jisoo Kim
Date: January 14, 2026
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3. Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Speaker: Chaeyoung Lee
Date: January 23, 2026
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4. DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection

Speaker: Chaeri Jung
Date: January 23, 2026
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5. MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis

Speaker: Prof. Seonghoon Jeong
Date: January 30, 2026
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6. Internal Seminar: Unit Testing Best Practices in Research

Speaker: Prof. Seonghoon Jeong
Date: January 30, 2026
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