5 papers
A Dual-Path Generative Framework for Zero-Day Fraud Detection in Banking Systems
Nasim Abdirahman Ismail, Enis Karaarslan
High-frequency banking environments face a critical trade-off between low-latency fraud detection and the regulatory explainability demanded by GDPR. Traditional rule-based and dis…
Improving LLM Reliability with RAG in Religious Question-Answering: MufassirQAS
Ahmet Yusuf Alan, Enis Karaarslan, Omer Aydin
Religious teachings can sometimes be complex and challenging to grasp, but chatbots can serve as effective assistants in this domain. Large Language Model (LLM) based chatbots, pow…
Towards Log Analysis with AI Agents: Cowrie Case Study
Enis Karaarslan, Esin Güler, Efe Emir Yüce +1
The scarcity of real-world attack data significantly hinders progress in cybersecurity research and education. Although honeypots like Cowrie effectively collect live threat intell…
Generative AI in Academic Writing: A Comparison of DeepSeek, Qwen, ChatGPT, Gemini, Llama, Mistral, and Gemma
Omer Aydin, Enis Karaarslan, Fatih Safa Erenay +1
DeepSeek v3, developed in China, was released in December 2024, followed by Alibaba's Qwen 2.5 Max in January 2025 and Qwen3 235B in April 2025. These free and open-source models o…
OpenAI ChatGPT interprets Radiological Images: GPT-4 as a Medical Doctor for a Fast Check-Up
Omer Aydin, Enis Karaarslan
OpenAI released version GPT-4 on March 14, 2023, following the success of ChatGPT, which was announced in November 2022. In addition to the existing GPT-3 features, GPT-4 can inter…