SwarmTracker® is developing AI-Driven Cyber Attribution™ — from Deepfakes and Third-Party Compromises to Supply Chain and Emerging Physical Threats. Our solutions support Finance, Critical Infrastructure, and Small and Mid-sized Businesses.
SwarmTracker™ builds explainable tools to help security teams, researchers, and analysts trace digital threats — including synthetic media, third-party compromises, and low-signal breaches. Our first public tool, PhishFinder™, is available as a web tool at https://phishfinder.bot/ and as a Chrome extension. Our second tool, AttributionAgent Jr™, is hosted on this site.
Threat Intel Brief
A curated stream of cybersecurity updates from trusted sources.
- The legal questions raised by agentic AI hacks
- GitLab Patches Critical 9.9 AI Gateway Flaw Allowing Command Execution on Self-Hosted Servers
- Antino Backdoor Uses Outlook and OneDrive for C2 in China-Nexus Espionage Campaign
- Dell CSM Flaws Enable Unauthenticated Admin Access and Root on Kubernetes Nodes
- Kiteworks & Citrix Incidents Show Challenges of Zero-Day Response
- SWIFT Banking & Government Middleware Enables RCE
- Is Your Organization Ready for 2027's AI Accountability Era?
- Is It Fair to Blame 'Rogue' AI for Security Failures?
- Vulnerability Backlogs Are an Ownership Problem
- Malicious Linux Implants Mimic Asian Mail Security Products
- OpenAI Parts Ways With Three Safety Researchers Over Sensitive Information Mishandling
- Why CISOs Struggle to Answer the Board's Three Hardest Questions, and How to Fix the Report
- Android 17 Advanced Protection Locks Accessibility Services to Verified Accessibility Tools
- Critical FortiMail Zero-Day Flaw Exploited in Attacks Allows Unauthenticated Arbitrary File Writes
- ISC Stormcast For Friday, October 2nd, 2026 https://isc.sans.edu/podcastdetail/10120, (Fri, Oct 2nd)
- Alleged KillSec Ransomware Mastermind a 16-Year-Old
- Authorities seize KillSec extortion group infrastructure, arrest 3 alleged members
- National cyber director: Government-industry collaboration vital to managing AI risks, competition with nations
Core Capabilities
Tools for the Threat Landscape Ahead
Explainable AI Attribution
Human-readable threat analysis using large language models trained to justify each call.
PhishFinder AI
Detects potential phishing from domain names or sender addresses with natural language output.
Browser-Based Tooling
Runs right inside Chrome — no download, no login, no extra friction.
Analyst-Focused UX
Built to feel like a SOC companion, not a chatbot.
Privacy-First Design
Designed for small and midsize teams, academic reviewers, and enterprise security assessments.
Built for Scale and Scrutiny
Designed for small and midsize teams, academic reviewers, and enterprise security assessments.