Zicun Cong's Homepage – posts

HackMentor: Fine-Tuning Large Language Models for Cybersecurity

nlp

paper

TabLLM: Few-shot Classification of Tabular Data with Large Language Models

nlp

paper

The study introduces a method that employs LLMs for zero-shot and few-shot classification of tabular data by serializing the data into natural-language strings. This…

Few-Shot Learning of TTPs Classification Using Large Language Models

nlp

paper

This paper proposes a method that combines ChatGPT data augmentation with Instruction Supervised Fine-Tuning of open large language models.

Summarizing Logs with Pre-Trained Language Models

nlp

paper

In the complex landscape of IT operations, where the sheer volume of data can overwhelm even the most seasoned system engineers, the advent of AIOps (Artificial Intelligence…

Building Efficient Universal Classifiers with Natural Language Inference

nlp

paper

Let’s face it: understanding and categorizing text can be a headache. Usually, you need to teach a computer model with lots of specific examples to get it right. But what if…

Federated Malicious URL Detection with Flower and Transformers

project

nlp

federated learning

Cybersecurity is becoming increasingly important in today’s digital landscape, and malicious URLs are one of the most common ways for attackers to compromise user systems.…