Search Results for author: Izzat Alsmadi

Found 7 papers, 0 papers with code

Predicting Question Quality on StackOverflow with Neural Networks

no code implementations20 Apr 2024 Mohammad Al-Ramahi, Izzat Alsmadi, Abdullah Wahbeh

The wealth of information available through the Internet and social media is unprecedented.

Mutation-Based Adversarial Attacks on Neural Text Detectors

no code implementations11 Feb 2023 Gongbo Liang, Jesus Guerrero, Izzat Alsmadi

Neural text detectors aim to decide the characteristics that distinguish neural (machine-generated) from human texts.

A Mutation-based Text Generation for Adversarial Machine Learning Applications

no code implementations21 Dec 2022 Jesus Guerrero, Gongbo Liang, Izzat Alsmadi

Many natural language related applications involve text generation, created by humans or machines.

Text Generation

Synthetic Text Detection: Systemic Literature Review

no code implementations1 Oct 2022 Jesus Guerrero, Izzat Alsmadi

Within the text analysis and processing fields, generated text attacks have been made easier to create than ever before.

Text Detection

Benchmark Assessment for DeepSpeed Optimization Library

no code implementations12 Feb 2022 Gongbo Liang, Izzat Alsmadi

Deep Learning (DL) models are widely used in machine learning due to their performance and ability to deal with large datasets while producing high accuracy and performance metrics.

Adversarial Machine Learning in Text Analysis and Generation

no code implementations14 Jan 2021 Izzat Alsmadi

The paper summarizes main research trends in the field such as GAN algorithms, models, types of attacks, and defense against those attacks.

BIG-bench Machine Learning

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