furkan barış
Final-year computer engineering student at Karadeniz Technical University. I build models that find the odd packet, the fake link, and the right passage — mostly in PyTorch, mostly on real-world security data. Currently looking for an internship in security, ML, or data engineering.
01
posts
- Hello, world[pinned]
Why I am starting a blog, and what I plan to put on it.
- One-class detection for IoMT network traffic
Why intrusion detection on medical device networks is an anomaly detection problem, not a classification one.
- Three branches and an attention layer: QR phishing detection
Combining a Transformer lexical encoder with URL and QR structural features, and letting attention decide what matters.
02
projects
- anomaly-detection0.97 acc
one-class intrusion detection for IoMT network traffic (thesis)
- phishfusion0.96 acc
multimodal QR code phishing detection
- docrag
multi-user document RAG platform