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The 2025 RSAC Innovation Sandbox finalists have been revealed, showcasing cutting-edge AI/LLM-driven cybersecurity solutions. Here are the finalists and their key offerings:
- Aurascape (aurascape.ai) – Advanced AI security platform for safeguarding businesses in the AI era.
- CalypsoAI (calypsoai.com) – Adaptive AI security for enterprise threat protection.
- Command Zero (cmdzero.io) – AI-assisted autonomous cyber investigations platform.
- EQTY Lab (eqtylab.io) – Machine-human hybrid trust frameworks for AI.
- Knostic (knostic.ai) – LLM-powered institutional knowledge control.
- Metalware (metalware.com) – Embedded system vulnerability detection and remediation.
- MIND (mind.io) – Autopilot data security with DLP and insider risk management.
- ProjectDiscovery (projectdiscovery.io) – Open-source tools for security engineers.
- Smallstep (smallstep.com) – Hardware-bound credentials for secure device access.
- Twine Security (twinesecurity.com) – AI digital employees (e.g., “Alex”) for identity management.
You Should Know: Practical Cybersecurity Commands & Codes
1. AI Security Monitoring (CalypsoAI/Aurascape)
- Detect AI model tampering (Linux):
sudo apt install falco && falco --rules=/etc/falco/falco_rules.yaml --modern-bpf
- Log analysis for anomalies:
journalctl -u ai-service --since "1 hour ago" | grep -i "unauthorized"
2. Embedded System Security (Metalware)
- Check for firmware vulnerabilities:
binwalk -Me firmware.bin
- Extract & analyze embedded files:
strings firmware.bin | grep -i "password|key"
3. Autonomous Threat Hunting (Command Zero)
- Automate SIEM queries (Elasticsearch):
curl -XGET 'http://localhost:9200/logs-/_search?q=threat:"malware"'
- YARA rule scanning:
yara -r malware_rules.yar /suspicious_directory/
4. Data Loss Prevention (MIND)
- Monitor file transfers (Windows):
Get-EventLog -LogName Security | Where-Object {$<em>.EventID -eq 4663 -and $</em>.Message -like "Copy"} - Linux file integrity checks:
sudo aide --check
5. Open-Source Tooling (ProjectDiscovery)
- Run Nuclei for vuln scanning:
nuclei -u https://target.com -t cves/2025/
- Subdomain enumeration:
subfinder -d example.com -o subdomains.txt
What Undercode Say
The 2025 finalists highlight AI’s dominance in cybersecurity innovation. Key takeaways:
– AI-driven security requires robust logging (auditd, Sysmon).
– Embedded systems need static/dynamic analysis (Ghidra, QEMU).
– Autonomous tools thrive on APIs (curl, jq).
– DLP relies on filesystem monitoring (inotify, Windows SACL).
– Open-source tools (nmap, Metasploit) remain critical.
Expected Output:
$ nuclei -u https://example.com -t cves/2025/ [bash] Loading templates... [bash] Scanning example.com for CVEs...
Relevant URLs:
References:
Reported By: Mthomasson Finalists – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ✅
