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.
- ISC Stormcast For Friday, March 27th, 2026 https://isc.sans.edu/podcastdetail/9868, (Fri, Mar 27th)
- ODNI tackles AI, threat hunting, app cybersecurity in year-one tech review
- Is the FCC's Router Ban the Wrong Fix?
- Automotive Cybersecurity Threats Grow in Era of Connected, Autonomous Vehicles
- Critical Flaw in Langflow AI Platform Under Attack
- FCC pushes new rules to crack down on robocallers, foreign call centers
- TeamPCP Supply Chain Campaign: Update 001 - Checkmarx Scope Wider Than Reported, CISA KEV Entry, and Detection Tools Available, (Thu, Mar 26th)
- China-Linked Red Menshen Uses Stealthy BPFDoor Implants to Spy via Telecom Networks
- Former NSA chiefs worry American offensive edge in cybersecurity is slipping
- How Organizations Can Use Blunders to Level Up Their Security Programs
- AI-Powered Dependency Decisions Introduce, Ignore Security Bugs
- Claude Extension Flaw Enabled Zero-Click XSS Prompt Injection via Any Website
- Intermediaries Driving Global Spyware Market Expansion
- Masters of Imitation: How Hackers and Art Forgers Perfect the Art of Deception
- ThreatsDay Bulletin: PQC Push, AI Vuln Hunting, Pirated Traps, Phishing Kits & 20 More Stories
- Coruna iOS Kit Reuses 2023 Triangulation Exploit Code in New Mass Attacks
- [Webinar] Stop Guessing. Learn to Validate Your Defenses Against Real Attacks
- WebRTC Skimmer Bypasses CSP to Steal Payment Data from E-Commerce Sites
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.