Over the past two years, we at CYFOX have been on a mission: to develop an autonomous EDR solution that’s as intuitive as it is advanced. It requires no security expertise to operate yet is capable of defending against the most sophisticated threats, including zero-day attacks, on both compromised and uncompromised attacks.
After intense R&D, 2024 marked a major milestone with the launch of CYFOX’s first autonomous EDR for Windows — a lightweight, AI-driven agent that brings true end-to-end protection through a robust four-layered security approach.
🔒 Layer 1: Executable Threat Mitigation
Stops malicious executables before they run — whether delivered via macros, scripts, phishing links, or fileless payloads. Our models analyze behavior patterns, not just signatures, making it resilient against polymorphic and zero-day attacks.
🧠 Layer 2: Process-Level Defense (Compromised & Uncompromised)
Detects and mitigates abnormal activity at the process level, whether it’s a compromised process (e.g., powershell.exe injected with shellcode) or an uncompromised one being abused (e.g., rundll32.exe used to sideload malicious DLLs). This layer brings deep visibility into parent-child process chains, command-line usage, and memory behavior.
🌐 Layer 3: Network Activity Deflection
Monitors and disrupts malicious outbound or lateral network activity, using deep packet inspection and real-time anomaly detection. From C2 traffic to data exfiltration and port scanning — it’s stopped before it reaches the wire.
🧭 Layer 4: IOC & GIOC Correlation
All detected activities are mapped against Indicators of Compromise (IOCs) and Global IOCs (GIOCs), continuously enriched via the MITRE ATT&CK framework. This ensures full visibility into both known and novel threat techniques, including APT campaigns and multi-stage attacks.
Building the Future of EDR with AI
2024 was not just about building the idea - it was about proving the concept.
We chose to launch initially on Windows OS, our largest user base, to validate our autonomous AI-driven approach. One of the hardest problems to solve in modern EDR is striking the right balance between high detection accuracy and minimal false positives. It’s where most solutions fail — and where we refused to compromise. Thanks to continuous model training, field validation, and extensive telemetry analysis, we reached a breakthrough by the end of 2024. This gave us the confidence to extend our offering beyond Windows.
Now Available: Full Coverage for macOS and Linux
We’re proud to announce the official launch of our autonomous EDR for macOS and Linux.
From remote developer machines to high-performance cloud servers, our EDR delivers the same real-time protection, lightweight performance, and automatic response — now across all major platforms.
This marks a new era for security teams:
Whether you’re a lean startup or a global enterprise, CYFOX now offers full-spectrum protection with zero operational overhead!
As Head of Product at CYFOX, and someone with deep roots in cybersecurity, I know how rare it is to find solutions that are truly autonomous, highly effective, and incredibly simple to deploy. What we’ve built at CYFOX is not just a product — it’s a vision of what cybersecurity should be: smart, scalable, and stress-free.
We’re just getting started.