Cybersecurity

Cybersecurity work needs isolation. Penetration testing, malware analysis, and network simulation should run in an environment that cannot touch your production systems. DaDesktop gives security teams a cloud desktop that is sandboxed, resettable, and fully controlled.

What security work needs

• A sandboxed environment where exploits and malware cannot escape
• Full control over network access and data flow
• Disposable environments: reset after each engagement
• Access to the tools: Kali, Metasploit, Wireshark, Burp Suite, and more

How DaDesktop helps

• Isolated from your network: the desktop is a separate environment. A compromise in the test environment does not reach your internal systems. You control exactly what network path the desktop has, including whether it reaches the internet, a target network, or both.
• Reset on demand: wipe the desktop and start clean. No residual data, no leftover artifacts.
• Kali Linux template: start from a pre-built Kali image with the security tools already installed. Metasploit, Nmap, Burp Suite, Wireshark, and the rest are ready to go. No setup, no manual installs.
• Network control: define exactly what the desktop can reach. Segment it from production, give it a controlled path to the target system, or open it to the internet for public-facing engagements.

Local models for vulnerability work

Security teams can run local LLMs to assist with vulnerability scanning and code review. A local model can scan source code for known vulnerability patterns (injection, unsafe deserialization, hardcoded secrets) and flag suspicious logic. It can also help write and review exploit proof-of-concepts during authorized engagements.

Some security tasks hit content policy limits on commercial APIs. Generating an exploit PoC, analyzing malware strings, or drafting red-team prompts can get blocked by a frontier model's safety layer. Local models without those restrictions handle these tasks, which is why many security teams run their own models for this kind of work.

DaDesktop gives you a GPU desktop where you can run a local model alongside your security tools. The model stays on your hardware. Your code, your findings, and your engagement data never leave the environment.

Use cases

• Penetration testing engagements
• Malware analysis and reverse engineering
• Network simulation and red team exercises
• Security training and CTF labs