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.
- Trump turns to private sector in offensive hacking operations memo
- 'Jewelbug' APT Balances State Espionage & Cryptocurrency Theft
- Belgium's eID Authentication Opens Citizen Accounts to RCE
- Attackers Exploit SharePoint Authentication Bypass After Public PoC Release
- ISC Stormcast For Thursday, August 13th, 2026 https://isc.sans.edu/podcastdetail/10050, (Thu, Aug 13th)
- Using Gemma4 with Ollama - Testing File Hash Analysis and Recommendations with AI, (Wed, Aug 12th)
- Long-running Data Theft Campaign Targeting Salesforce, ServiceNow
- Lazarus Exploits Windows Zero-Day to Gain SYSTEM Access and Deploy Backdoor
- Researchers observe first ‘near-autonomous’ AI attack on government target in Taiwan
- Walmart's "Trusted Agent" Approach to Purple Teaming
- Linux Kernel Process Accounting, (Wed, Aug 12th)
- 737 Chrome VPN Extensions Caught Routing Traffic Through Proxies. Check If You Have One
- Ransomware Hits Colombian Justice Ministry Days Before Presidential Transition
- Walmart Leaders Transform Security Operations Without Going Bananas
- OpenAI, Anthropic, Google API Flaw Let Weaker AI Models Decode Stronger Models' Reasoning
- Enterprise Defenses Recovered at the Edge and Collapsed Inside
- Adobe Patches Three CVSS 10.0 ColdFusion and Campaign Classic Flaws
- Attackers Exploit VMware vCenter Vulnerability to Gain Persistent Remote Access
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.