这是微软与Mitre针对机器学习系统防护的最新一项合作。双方2020年合作Adversarial ML Threat Matrix开发框架，去年微软推出Counterfit自动化红队演练AI攻击测试工具，供企业对AI算法进行安全评估。最新的Arsenal即是将Counterfit集成于插件中。Mitre的资源页说明，这个插件可存储和创建Mitre攻击ATT&CK数据库ATLAS（Adversarial Thre...
Annoucing ATLAS! We are excited to announce the new and interactive release of the AdvML Threat Matrix under a newly branded name:ATLAS- Adversarial Threat Landscape for Artificial-Intelligence Systems! Please visit our new website athttps://atlas.mitre.orgfor the new interactive matrix, new case...
Besides the matrix, the Navigator also presents a frequency heatmap of techniques employed in ATLAS case studies. You can explore the ATLAS Navigator at https://atlas.mitre.org/navigator or at https://mitre-atlas.github.io/atlas-navigator. Figure 5-1 shows the ATLAS Navigator. 3. A Deep ...
ATLAS.yaml All ATLAS-related data available in one file See the schemas and usage below for more details. Top-level keys include: id:ATLASname:Adversarial Threat Landscape for AI Systemsversion:Version number for this data releasematrices:List of matrix data-id:ATLASname:ATLAS Matrixtactics:List...
- id: ATLAS name: ATLAS Machine Learning Threat Matrix @@ -487,7 +487,7 @@ matrices: dataset. The adversary may search public sources for common model architecture configuration file formats such as yaml or python configuration files, and common model storage file formats such as YAML or Pyt...
id: ATLAS name: Adversarial Threat Landscape for AI Systems version: 4.5.1 version: 4.5.2 matrices: - id: ATLAS name: ATLAS Machine Learning Threat Matrix name: ATLAS Matrix tactics: - id: AML.TA0002 name: Reconnaissance @@ -397,8 +397,9 @@ matrices: This will include not only readin...
- [AI Telemetry Logging](https://atlas.mitre.org/mitigations/AML.M0024) - [Maintain AI Dataset Provenance](https://atlas.mitre.org/mitigations/AML.M0025) - Refreshed existing mitigations - [Limit Public Release of Information](https://atlas.mitre.org/mitigations/AML.M0000) - Previously kn...
ATLAS.yaml schemas atlas_output_schema.json atlas_website_case_study_schema.json schemas atlas_matrix.py atlas_obj.py case_study_deprecated_fields.json tests custom_words.txt test_syntax.py tools generate_schema.py import_case_study_file.py requirements.txt 20 changes: 18...
atlas_matrix.py holds the schema for the ATLAS.yaml file. atlas_obj.py holds schemas for tactic, technique, subtechnique, case study, and other data objects. Usage The schemas in this directory are used as test fixures in conftest.py. tests/schema_validation.py validates each ATLAS data ob...
We are excited to announce the new and interactive release of the AdvML Threat Matrix under a newly branded name: ATLAS - Adversarial Threat Landscape for Artificial-Intelligence Systems! Please visit our new website at https://atlas.mitre.org for the new interactive matrix, new case studies, ...