Cybersecurity

Cybersecurity operations demand strict isolation. Tasks such as penetration testing, malware analysis, and network simulation should be executed within an environment that is completely separate from your production systems. DaDesktop provides security teams with a cloud-based desktop solution that is sandboxed, easily resettable, and fully controlled.

What security work needs

• A sandboxed environment ensuring that exploits and malware cannot escape containment
• Complete control over network access and data flows
• Disposable environments that can be reset after each engagement
• Access to essential tools: Kali, Metasploit, Wireshark, Burp Suite, and others

How DaDesktop helps

• Isolated from your network: The desktop operates as a distinct environment, ensuring that any compromise within the test setup does not impact your internal systems. You retain precise control over the network paths available to the desktop, specifying whether it connects to the internet, a target network, or both.
• Reset on demand: Wipe the desktop to start with a clean slate, eliminating residual data and leftover artifacts.
• Kali Linux template: Begin with a pre-built Kali image where security tools are already installed. Metasploit, Nmap, Burp Suite, Wireshark, and other utilities are ready for immediate use, removing the need for manual setup or installations.
• Network control: Define precisely what the desktop can reach. You can segment it from production systems, provide a controlled path to the target system, or enable internet access for public-facing engagements.

Local models for vulnerability work

Security teams can leverage local LLMs to support vulnerability scanning and code review. Local models can analyse source code for known vulnerability patterns, such as injection, unsafe deserialization, and hardcoded secrets, flagging suspicious logic. They can also assist in writing and reviewing exploit proof-of-concepts during authorized engagements.

Certain security tasks may encounter content policy limitations on commercial APIs. Generating exploit PoCs, analysing malware strings, or drafting red-team prompts can be blocked by the safety layers of frontier models. Local models, free from such restrictions, handle these tasks effectively, which is why many security teams prefer running their own models for this type of work.

DaDesktop offers a GPU-enabled desktop where you can run local models alongside your security tools. The model remains on your hardware, ensuring that your code, findings, and 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