Adversarial Training is a machine learning technique in which two models are trained simultaneously in a zero-sum game. One model, known as the adversary, attempts to fool the other model, known as the defender, by generating adversarial examples that are designed to cause the defender to make incorrect predictions. The defender then uses these adversarial examples to update its parameters, making it more robust to adversarial attacks. Adversarial Training is used to improve the accuracy of the model by making it more resilient to adversarial attacks.

'failure bias' identifies at-risk model classes that are the most likely to fail. TrojAI's second-generation approach to identify embedded Trojan attacks. Protect deployed models from model evasion attacks both in batch and real-time. Adding AI increases attack surface for agricultural economic espionage .

Digiss was founded by a 20-year veteran of IT and cyber security. We excel at simplifying seemingly complex cyber security problems. Our core values are: SIMPLICITY, ACCOUNTABILITY, and PROFICIENCY. A passion for developing highly competent cyber security professionals led to the creation of a popular course on udemy .

SpecterOps will test your security capabilities from the perspective of today's most advanced cyber adversaries. Specters can assess your network's security posture and assist with prioritizing your defensive strategy. The specterops team is committed to understanding current adversary tactics and advanced assessment methodologies .

DIU is the only DoD organization focused exclusively on fielding and scaling commercial technology across the U.S. military at commercial speeds. We aim to move from problem identification to prototype contract award in 60–90 days. Our mission requires that we consistently define and lead collaboration in areas where the interests of technology, business, and national security overlap .

Asymmetric marketing uses processes and tools that help you compete against much larger and better-capitalized adversaries. We'll help you identify your marketstailor your propositiontarget your audienceandabove all elsedrive your revenue growth. Asymmetric marketing focuses on creating digital marketing campaigns that work - campaigns that create new leadsgain new trafficand covert more often.

ThreaTrap protects Enterprises even BEFORE an attack occurs. Security level Auditing, Cyber Threats elimination through client - centric solutions and Continuous personnel training create a Cyber Shield for the Companies. 

ThreaTrap's critical corporations are under attack. But they need to protect their sensitive information from the adversaries.This is why they have to adopt a strategy as thorough and relentless as the adversary's pursuit of it. 

They utilize years of training and field experience to proactively defend Enterprises. Threatrap delivers cutting-edge technology that identifies even the most advanced Cyber Attacks targeting organization's valuable data. Clients gain instant live view of the Enterprise's security level alongside with suggested mitigation actions. 


Recorded future is the world's largest intelligence company. We empower our clients with the right intelligence at the right time, to keep their people and infrastructure safe. Our platform delivers an end-to-end view of threats across the enterprise. At the core is the Intelligence Graph, with the world’s most comprehensive reference data set .

Core4ce founders assembled a group of preeminent business leaders, domain experts, and entrepreneurs who shared a vision. They knew no other company thinks or operates in a data-centric way. The business model tailors a set of world-class mission and support services for the intelligence and national security communities .

Recorded future is the world's largest intelligence company. We empower our clients with the right intelligence at the right time, to keep their people and infrastructure safe. Our threat research division, Insikt Group, comprises analysts and security researchers with deep government, law enforcement, military, and intelligence agency experience .

The 2021 threat detecting report is fully available through this website. If you prefer to download a PDF, just fill out this form and let us know what email to send it to. Check your inbox, the report is headed your way. Get in touch with us to learn more about how we can help you .

Adversarial Training

What is Adversarial Training?

Similar technologies

TrojAI

Digiss

SpecterOps

Defense Innovation Unit (DIU)

Asymmetric Applications Group

ThreaTrap

RECORDED FUTURE AKTIEBOLAG

Core4ce LLC

Recorded Future

Red Canary