Ahmed Ryan

The University of Alabama

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (2)Natural Language Processing (2)Open-Source Models & Weights (1)Data Curation & Synthetic Data (1)

Frequent co-authors

Md Erfan (3)Md Rayhanur Rahman (3)Saad Sakib Noor (1)Shaswata Mitra (1)

Papers (3)

Jun 16, 2026

The University of Alabama3w ago·also The University of Dhaka

Evaluating Open-Source LLMs for Multi-Label ATT&CK Technique Classification on CTI Reports

Current open-source LLMs fall short in effectively classifying complex CTI reports, with the best model only achieving an F1 score of 0.22.

Ahmed Ryan, Saad Sakib Noor, Md Erfan +3

Eval Frameworks & Benchmarks Natural Language Processing Open-Source Models & Weights

University of Dhaka3w ago·also The University of Alabama

Multi-Source Cybersecurity Logs: An ATT&CK-Labeled Dataset and SLM Evaluation

Fine-tuning Small Language Models on a comprehensive multi-source cybersecurity log dataset resulted in a dramatic leap in classification accuracy, highlighting the potential of cross-source data for enhanced threat detection.

Abir Ashab Niloy, Ahmed Ryan, Imamul Hossain Rafi +2

Data Curation & Synthetic Data

Feb 18, 2026

The University of AlabamaFeb 18, 2026

Mind the Gap: Evaluating LLMs for High-Level Malicious Package Detection vs. Fine-Grained Indicator Identification

LLMs can almost perfectly detect malicious software packages, but their accuracy plummets when asked to pinpoint *why* a package is malicious.

Ahmed Ryan, Ibrahim Khalil, Abdullah Al Jahid +3

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Natural Language Processing

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Ahmed Ryan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (3)