π€ Emerging Technology & AI Security theater
Tracks security risks at the frontier of AI/ML, deepfakes, and next-generation technology: LLM abuse, prompt injection, model poisoning, adversarial ML and state-actor experimentation with generative tools. Anticipates threats before they industrialize.
Live indicators
1.1M
in this theater
High severity
0
score β₯ 0.75 (top 60)
Actors tracked
5
documented
Mapped sources
11
in catalog
🛡 Exploited Vulnerabilities
| CVE | Vendor / Product | Ransomware | Malware |
|---|---|---|---|
| CVE-2024-27199 | JetBrains TeamCity | KNOWN | ransomware (KEV-flagged) |
| CVE-2026-24423 | SmarterTools SmarterMail | KNOWN | ransomware (KEV-flagged) |
| CVE-2025-52691 | SmarterTools SmarterMail | KNOWN | ransomware (KEV-flagged) |
| CVE-2026-23760 | SmarterTools SmarterMail | KNOWN | ransomware (KEV-flagged) |
| CVE-2024-27198 | JetBrains TeamCity | KNOWN | ransomware (KEV-flagged) |
| CVE-2023-47246 | SysAid SysAid Server | KNOWN | ransomware (KEV-flagged) |
| CVE-2023-42793 | JetBrains TeamCity | KNOWN | ransomware (KEV-flagged) |
| CVE-2021-42278 | Microsoft Active Directory | KNOWN | ransomware (KEV-flagged) |
| CVE-2021-42287 | Microsoft Active Directory | KNOWN | ransomware (KEV-flagged) |
| CVE-2021-44228 | Apache Log4j2 | KNOWN | Khonsari, Conti, TellYouThePass, Mirai (Log4Shell) |
| CVE-2021-20021 | SonicWall SonicWall Email Security | KNOWN | ransomware (KEV-flagged) |
| CVE-2021-20022 | SonicWall SonicWall Email Security | KNOWN | ransomware (KEV-flagged) |
📚 Priority sources & datasets
🔄 Live Datasets & APIs (7 key-free Β· ingestible)
📜 Emerging Technology & AI Security Playbook
- Collect malicious-LLM offerings, jailbreak kits and deepfake toolsets from underground forums, model hubs and app stores.
- Fingerprint AI-generated artifacts β synthetic media watermarks, model provenance and poisoned-dataset signatures β during processing.
- Analyze novel attack classes (prompt injection, model exfiltration, supply-chain poisoning) mapped to MITRE ATLAS tactics.
- Attribute state and criminal experimentation via OpenAI/Microsoft disclosures, infrastructure overlap and tradecraft evolution.
- Disseminate emerging-technique advisories and detection signatures to red teams and model-safety stakeholders.
- Recommend guardrail, input-validation and provenance controls, then track technique maturation into operational campaigns.
⚡ AI Skills & Automation
Automate unattended via the cron pipeline (collect → ingest → resolve → enrich → score → alert).
🎯 Add to case
🧩 Advanced Capabilities
🔗 Cross-domain pivots
Workstation Β· Copilot Β· AI Skills Β· Automation Β· Playbooks Β· Lookups Β· Docs Β· Reports
🤖 AI Copilot
⚡ AI Skills
🔍 Lookup & Enrich
📚 Docs & Reports
💡 Recommendations
- Explore related tools below
- Automate recurring work via cron