# EMBER 2018 Malware Analysis Dataset<br>
This dataset contains 1 million records of metadata and vectorized features for malware and benign software.<br>
Visit https://github.com/elastic/ember for more information on the dataset.<br>

## Usage <br>
dataset = load_dataset("cw1521/ember2018-malware", field="data")
<br><br>
x - vectorized features <br>
y - label (0 for benign and 1 for malware)
task_categories:text-classification size_categories:1M<n<10M malware virus doi:10.57967/hf/0866 region:us
{"size_categories": ["1M<n<10M"], "task_categories": ["text-classification"], "pretty_name": "EMBER", "tags": ["malware", "virus"]}
TAGS
#task_categories-text-classification #size_categories-1M<n<10M #malware #virus #doi-10.57967/hf/0866 #region-us 

# EMBER 2018 Malware Analysis Dataset<br>
This dataset contains 1 million records of metadata and vectorized features for malware and benign software.<br>
Visit URL for more information on the dataset.<br>

## Usage <br>
dataset = load_dataset("cw1521/ember2018-malware", field="data")
<br><br>
x - vectorized features <br>
y - label (0 for benign and 1 for malware)
# EMBER 2018 Malware Analysis Dataset<br>
This dataset contains 1 million records of metadata and vectorized features for malware and benign software.<br>
Visit URL for more information on the dataset.<br> ## Usage <br>
dataset = load_dataset("cw1521/ember2018-malware", field="data")
<br><br>
x - vectorized features <br>
y - label (0 for benign and 1 for malware)
TAGS
#task_categories-text-classification #size_categories-1M<n<10M #malware #virus #doi-10.57967/hf/0866 #region-us 
 # EMBER 2018 Malware Analysis Dataset<br>
This dataset contains 1 million records of metadata and vectorized features for malware and benign software.<br>
Visit URL for more information on the dataset.<br> ## Usage <br>
dataset = load_dataset("cw1521/ember2018-malware", field="data")
<br><br>
x - vectorized features <br>
y - label (0 for benign and 1 for malware)
passage: TAGS
#task_categories-text-classification #size_categories-1M<n<10M #malware #virus #doi-10.57967/hf/0866 #region-us 
# EMBER 2018 Malware Analysis Dataset<br>
This dataset contains 1 million records of metadata and vectorized features for malware and benign software.<br>
Visit URL for more information on the dataset.<br>## Usage <br>
dataset = load_dataset("cw1521/ember2018-malware", field="data")
<br><br>
x - vectorized features <br>
y - label (0 for benign and 1 for malware)