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.
- IronWorm and New Miasma Worm Variant Hit npm in Supply Chain Attacks
- Android Spyware Asin Targets Arabic Users via Fake News, PDF and War Map Apps
- Nightmare Eclipse incident shows the researcher-vendor fights may never fully go away
- Adaptive, Agentic AI Worms Loom as Next Enterprise Threat
- Trump AI Order Seeks Voluntary Frontier Model Testing
- New Threat Cluster OP-512 Targets Microsoft IIS Servers with Custom Web Shell Framework
- Only 10% of SOCs Say They’re Getting Excellent Value From AI. Here’s What the Second Wave Has to Deliver
- Hackers Exploit Critical Everest Forms Pro WordPress Plugin Flaw to Take Over Sites
- FIFA World Cup 2026 Scams Are Already Live: Fake Sites, Banking Malware, and Stolen Logins
- The Evil MSI Background is Back!, (Fri, Jun 5th)
- PCPJack Hijacks 230 AWS, Google Cloud, and Azure Servers for Covert SMTP Relay Network
- ISC Stormcast For Friday, June 5th, 2026 https://isc.sans.edu/podcastdetail/9960, (Fri, Jun 5th)
- Rust-Written IronWorm Hits NPM Supply Chain
- China's TA4922 Expands Cybercrime Attacks Globally
- 4 Critical Threats Where Attackers Have the Advantage
- Hill Dems hammer GOP for $250M CISA budget cut
- Your AI agent could become your biggest insider threat
- Cisco Patches CVE-2026-20230 in Unified CM as Exploit Code Goes Public
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.