Threat Intelligence
Real-time monitoring of AI-specific threat landscape
12
Active Threat Campaigns
+25% from last week47
New Vulnerabilities (7d)
8 critical, 15 high severity23
Tracked Threat Actors
7 nation-state, 16 cybercrime34
ML-Specific Threats
19 adversarial, 15 poisoningActive Threat Campaigns Targeting AI Systems
| Campaign Name | Threat Actor | Target Sector | Attack Type | Severity | First Seen | Status |
|---|---|---|---|---|---|---|
| SHADOW SERPENT | APT-42 | Financial Services | Model Extraction |
Critical |
2025-10-28 | |
| POISON IVY | Unknown | Healthcare | Data Poisoning |
High |
2025-11-22 | |
| NEURAL STORM | Cybercrime Group X | Technology | Adversarial Attack |
Medium |
2025-10-13 | |
Threat Actor Attribution
APT-42
Nation-State | UnknownDARKML
Cybercrime | Eastern EuropeSILENT GRADIENT
Nation-State | Asia-PacificAttack Pattern Evolution & Trends
FGSM (Fast Gradient Sign Method)
PGD (Projected Gradient Descent)
C&W (Carlini & Wagner)
AutoAttack Framework
Recent Vulnerability Disclosures
CVE-2024-1234
Critical vulnerability in TensorFlow allowing arbitrary code execution
CVSS: 9.8 | TensorFlow < 2.14.0CVE-2024-5678
Model extraction vulnerability in PyTorch serving
CVSS: 7.5 | PyTorch Serve < 0.9.0CVE-2024-9012
Prompt injection in LangChain framework
CVSS: 6.3 | LangChain < 0.1.5Industry-Specific Threat Intelligence
Early Warning Indicators & Predictive Analytics
LLM Jailbreak Surge
350% increase in prompt injection attempts detected
New Poisoning Technique
Novel clean-label attack method observed in wild
Supply Chain Risk
Suspicious packages in PyPI targeting ML workflows
Live Threat Intelligence Feeds
| Time | Source | Type | Description | IOCs | Action |
|---|---|---|---|---|---|
| 21:02:31 | MITRE ATLAS | Adversarial |
New evasion technique documented for vision transformers | 5 |
|
| 20:59:31 | NIST NVD | Vulnerability |
Critical RCE in popular ML framework | 3 |
|
| 20:54:31 | Industry ISAC | Campaign |
Coordinated model extraction campaign detected | 12 |
|