Trojan Detection Software Challenge - cyber-pe-aug2024-train
This is the training data used to create and evaluate trojan detection software solutions. This data, generated at NIST, consists of malware packer classification AIs. A known percentage of these trained AI models have been poisoned with a known trigger which induces incorrect behavior. This data will be used to develop software solutions for mitigating/removing that trigger behavior from the trained AI models.
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"006:55"
]
|
| contactPoint |
{
"fn": "Michael Paul Majurski",
"hasEmail": "mailto:michael.majurski@nist.gov"
}
|
| description | This is the training data used to create and evaluate trojan detection software solutions. This data, generated at NIST, consists of malware packer classification AIs. A known percentage of these trained AI models have been poisoned with a known trigger which induces incorrect behavior. This data will be used to develop software solutions for mitigating/removing that trigger behavior from the trained AI models. |
| distribution |
[
{
"title": "cyber-pe-aug2024-train-rev2",
"accessURL": "https://drive.google.com/file/d/1S2-p2uwhb_wVcqPsXM6UYrT-wXh-q50O/view?usp=drive_link"
},
{
"title": "cyber-pe-aug2024-train-rev1",
"accessURL": "https://drive.google.com/file/d/1V28kBm3QR0lfk14RRxMMG0FMQCrOk2Ci/view?usp=drive_link"
}
]
|
| identifier | ark:/88434/mds2-3654 |
| issued | 2025-01-28 |
| keyword |
[
"Trojan Detection; Artificial Intelligence; AI; Machine Learning; Adversarial Machine Learning;"
]
|
| landingPage | https://data.nist.gov/od/id/mds2-3654 |
| language |
[
"en"
]
|
| license | https://www.nist.gov/open/license |
| modified | 2024-08-30 00:00:00 |
| programCode |
[
"006:045"
]
|
| publisher |
{
"name": "National Institute of Standards and Technology",
"@type": "org:Organization"
}
|
| theme |
[
"Information Technology:Cybersecurity",
"Information Technology:Software research"
]
|
| title | Trojan Detection Software Challenge - cyber-pe-aug2024-train |
