l5kit VS tracee

Level 5 | Self-driving Research | Palo Alto, US & London, UK & Tokyo, Japan | Full-Time + Interns | Onsite (Hybrid - 2 days in p/w - currently closed)

Level 5 at Woven Planet develops real-time car automation solutions via applied Machine Learning and Computer Vision (SFM, SLAM, 3D Perception etc). The system is adding self-driving capabilities to vehicles with the end goal of providing autonomy features to all cars from the largest car company in the world, Toyota. For more information please read through https://www.self-driving-cars.org

The platform at Level 5 is written in Python & C++. We are an AWS environment with additional use of NumPy, PyTorch, GRPC, Kafka, Kubernetes, Terraform, SageMaker, Spark, Postgres & others. We work in a OneBox cloud environment with continuous deployment and are firm believers in the benefits of open source (https://github.com/woven-planet/l5kit). We apply multiple flavours of ML to petabytes of data; such as Deep Learning, Transformers, Neural Networks & Reinforcement Learning. If you are interested in applying Machine Learning (ML) to real world data - look no further. https://www.self-driving-cars.org/datasets

If you like the idea of working on some of the most challenging problems in applied computer science. We are looking for talent across Data, Computer Vision, Machine Learning, Infrastructure, Research - and of course Software Engineering. Please find our jobs at https://boards.greenhouse.io/l5

There're many other tools: https://github.com/aquasecurity/tracee from AquaSecurity for example

You can also use tracee, or auditd

If you're interested specifically in bash, you can look into bcc's bashreadline to output user commands. If you're interested in applying security policies to potential user commands, you can also take a look at Tracee although other open source solutions exist here as well.

Falco is a cloud native Kubernetes threat detection tool. It can detect unexpected behavior, intrusions, and data theft in real time. In the backend, it uses Linux eBPF technology to trace your system and applications at runtime. For example, it can detect if someone tries to read a secret file inside a container, access a pod as a root user, etc, and trigger a webhook or send logs to the monitoring system. There are similar tools like Tetragon, KubeArmor, and Tracee which also provide Kubernetes runtime security.

Aqua Security | Open Source Engineer (Go) | Remote

Aqua Security provides the next generation of Cloud Native security solutions, and open source has been core to our DNA and strategy. Our Open Source team is fully remote worldwide.

- https://github.com/aquasecurity/starboard : Kubernetes security, api-machinery and operators, security tool orchastration.

- https://github.com/aquasecurity/trivy : Vulnerability and misconfiguration scanning, image/packages/code, static analysis.

- https://github.com/aquasecurity/tracee : Runtime security, detect suspicious behavior, Linux and eBPF.

I'm the hiring manager, feel free to DM me on twitter @itaysk if you have questions.

Apply here: https://www.aquasec.com/about-us/careers/co/engineering/81.E...

I will also be looking for an Engineering Manager to join the team soon. Responsibilities include people management, product direction, cross-team collaboration enablement. Need to understand the cloud native and opens source landscape. If you're interested please DM me on Twitter since the job posting isn't up yet.

Besides opensnitch to monitor outbound connections you can use https://github.com/aquasecurity/tracee/tree/main/tracee-ebpf or the bpfcc-tools (apt install bpfcc-tools, opensnoop-bpfcc, execsnoop-bpfcc, tcpconnect-bpfcc, etc) to monitor the system, just in case there's something still running.

Aqua Security provides the next generation of Cloud Native security solutions, and open source has been a core part to our DNA and strategy. Our Open Source team is fully remote worldwide. We are looking to expand with:

- Golang / Kubernetes engineer for https://github.com/aquasecurity/starboard

- Golang engineer for https://github.com/aquasecurity/trivy

- eBPF/kernel developer for https://github.com/aquasecurity/tracee

I'm the hiring manager, feel free to DM me on twitter @itaysk if you have questions.

Apply here: https://www.aquasec.com/about-us/careers/co/engineering/81.E...