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.
- FBI takes down massive China-based cybercrime network that caused $1.9B in losses
- ShinyHunters Uses Oracle Zero-Day to Rampage Higher Ed
- Over 400 Arch Linux AUR Packages Hijacked to Deploy Infostealer and eBPF Rootkit
- 400+ Arch Linux AUR Packages Hijacked to Install Rust Credential Stealer
- Google Sues Chinese Smishing Network Accused of Using Gemini AI in Phishing
- US, France, and Italian authorities shut down massive deepfake porn site
- China-Linked Hackers Backdoored Linux Login Software to Hide for Nearly a Decade
- Conti ransomware group member pleads guilty, faces up to 20 years in prison
- ShinyHunters is actively extorting universities after exploiting an unpatched Oracle flaw
- Claude Fable 5 Doesn't Change the Mythos Security Story
- ISC Stormcast For Friday, June 12th, 2026 https://isc.sans.edu/podcastdetail/9970, (Fri, Jun 12th)
- Agentjacking Attack Tricks AI Coding Agents Into Running Malicious Code
- CyberCorps is adapting to AI. The budget isn’t keeping up.
- Rethinking MDR as Attackers and Defenders Embrace AI
- LangGraph Flaw Chain Exposes Self-Hosted AI Agents to Remote Code Execution
- INTERPOL Operation Takes Down Sniper Dz Phishing Platform, Arrests Administrator
- Europol Disrupts AudiA6 Crypto Laundering Service Used by Ransomware Gangs
- ShinyHunters Exploits Oracle PeopleSoft Zero-Day (CVE-2026-35273) to Breach Universities
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.