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.
INDUSTRY CONTEXT:
- Cybersecurity market: $172 billion, growing 12% annually
- 91% of successful breaches start with phishing emails
- 3.5 million unfilled cybersecurity positions globally
- SMBs are 3x more likely to be targeted than enterprises
Threat Intel Brief
A curated stream of cybersecurity updates from trusted sources.
- JFrog Confirms OpenAI Models Exploited Artifactory Zero-Day Before Hugging Face Breach
- Critical OpenWrt DHCPv6 Flaw Could Let Unauthenticated Attackers Run Code as Root
- Former Citigroup CISO Blauner on What Makes A Great Security Leader
- Nimbus Manticore Deploys NightLedger and Turns Victim Systems Into Covert Relays
- Critical TeamCity Flaw Could Let Attackers Run OS Commands Without Logging In
- Researcher Says AI Helped Develop Linux Traffic-Control Race Into Root Exploit
- AutoIT Payload Injector , (Tue, Jul 28th)
- Microsoft Says New Cybersecurity AI Model Helps MDASH Hit 95.95% at Half the Cost
- Attackers Exploit Arista VeloCloud Orchestrator Command Injection Flaw
- ISC Stormcast For Tuesday, July 28th, 2026 https://isc.sans.edu/podcastdetail/10026, (Tue, Jul 28th)
- AI Agent Drives Espionage Attack on Thai Ministry of Finance
- Microsoft debuts AI cybersecurity offerings as competition heats up
- Trump asks Supreme Court to let him curtail mail-in voting ahead of midterms
- Agentic Browsers Rewind Web Security by 20 years
- 'Confused Deputy' Flaws Persist in Google Cloud, Microsoft Azure
- FBI: Breaking Affiliate Trust Sped Along LockBit's Takedown
- Why Resetting Passwords No Longer Stops Attackers
- NVIDIA Forms 37-Member Open Secure AI Alliance and Open-Sources NOOA Framework
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.