Giskard vs L7 Defense

Open-source & collaborative CI/CD platform for ML teams

We are data scientists & software engineers combining 20 years of experience in AI applications at Dataiku, Thales & Capgemini. We created Giskard because we were frustrated at how difficult it is to ensure ML models will perform correctly in production.

We are inspired by quality standards from mature industries: manufacturing, and software engineering. We want to bring AI into the age of quality.

Location: Paris, France

Mitigating DDOS attacks in seconds

L7 Defense system is a virtual platform for mitigating sophisticated DDoS attacks automatically and efficiently in Real Time. Enhancing the self-learning intelligence of the immune system with dedicated ML components enables the system to easily mitigate unknown, under the radar, DDoS attacks as well as heavy floods. Ammune® requires no external resources such as intelligence data or professional team to operate it. Designed as a VFN (SDN) component, its deployment and on-going operation are simple, scalable and flexible and therefore can protect over large scale Data Centers.

Fully auto discovery of the application layer (SLA), Building dynamic whitelist, identifying the applications attacks and the vectors whom attacking in real time then creating autonomously signatures with high accuracy.

Location: Beer Sheva, Israel