Artificial intelligence is increasingly ingrained in every aspect of healthcare diagnostics, financial systems, autonomous vehicles, and critical infrastructure. Still, the reality has set in: these systems are under threat unlike anything we have seen, and existing cybersecurity frameworks were never designed to handle AI-specific threats. <\/p>\n\n\n\n
Gone are the days when attackers exploited only networks and endpoints; now they poison training data, steal proprietary models, and manipulate AI outputs via prompt injections.<\/p>\n\n\n\n
Enter MITRE ATLAS, an innovative framework that applies the same structured, adversary-centric approach that has made MITRE ATT&CK invaluable for conventional cybersecurity to the AI security arena. <\/p>\n\n\n\n
ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) was launched in June 2021 to provide global security teams with a living resource for studying the tactics and techniques that adversaries use in the real world to target AI and machine learning systems.<\/p>\n\n\n\n
MITRE ATLAS is an exhaustive repository that lists adversarial tactics and techniques against AI\/ML. ATLAS was developed by the same nonprofit organization, MITRE Corporation, behind the ATT&CK framework.<\/p>\n\n\n\n
This is widely adopted and systematic in documenting the steps attackers can take to compromise, manipulate, or steal AI systems through their entire lifecycle: from data collection, through model training, to deployment and operations.<\/p>\n\n\n\n
It arranges threats in a matrix-like format, similar to ATT&CK, that security professionals will be familiar with if they have used ATT&CK. ATLAS is packed with reports of attack methodologies, case studies of actual techniques in the wild, and recommendations for prevention.<\/p>\n\n\n\n
It is a living, community-supported resource that is continuously updated with new techniques and incidents as the AI threat landscape expands, and its contributions have included input from major tech companies, government agencies, and academic institutions offering threat intelligence and research results.<\/p>\n\n\n\n