Exploit Public-Facing Application
Description
Adversaries may attempt to take advantage of a weakness in an Internet-facing computer or program using software, data, or commands in order to cause unintended or unanticipated behavior. The weakness in the system can be a bug, a glitch, or a design vulnerability. These applications are often websites, but can include databases (like SQL), standard services (like SMB or SSH), network device administration and management protocols (like SNMP and Smart Install), and any other applications with Internet accessible open sockets, such as web servers and related services.
- ATLAS ID
- AML.T0049
- Maturity
- RealizedUsed by real adversaries against AI systems in the wild.
- Platforms
- Enterprise
Mitigations
- AML.M0039AI Honeypots
Honeypots can safely absorb real attacks and exploit attempts, turning payloads into mapped defensive signatures for a potential target without risking real assets.
Case studies that use it
- AML.CS0023ShadowRay: Hijacking Exposed Ray Clusters
- AML.CS0028AI Model Tampering via Supply Chain Attack
- AML.CS0030LLM Jacking
- AML.CS0052LLMSmith: RCE Vulnerabilities in LLM-Integrated Applications
- AML.CS0068Autonomous OpenAI Evaluation Agents Compromise Hugging Face Infrastructure
- AML.CS0069GTG-1002 Claude Code Espionage Campaign
- AML.CS0070Threat Actor Uses a DeepSeek-Powered Hermes Agent in Langflow and n8n Exploitation Attempts
- AML.CS0071Multi-Agent Framework Compromises Taiwanese Government Systems
Related ATT&CK technique
ATLAS adapts this technique from MITRE ATT&CK Enterprise.
Marked techniques are also explained, with detection notes and certification relevance, on our interactive ATT&CK map.
Across MITRE's defensive frameworks
Linked through the 1 ATT&CK technique above.
Counter with D3FEND
Defensive techniques MITRE D3FEND maps to the same ATT&CK techniques.
- D3-DQSADatabase Query String Analysis1 shared
- D3-ISVAInbound Session Volume Analysis1 shared
- D3-ITFInbound Traffic Filtering1 shared
- D3-PSEPProcess Segment Execution Prevention1 shared
- D3-SAORSegment Address Offset Randomization1 shared
- D3-APCAApplication Protocol Command Analysis1 shared
- D3-CSPPClient-server Payload Profiling1 shared
- D3-NTCDNetwork Traffic Community Deviation1 shared
- D3-NTFNetwork Traffic Filtering1 shared
- D3-NTSANetwork Traffic Signature Analysis1 shared
- D3-PHDURAPer Host Download-Upload Ratio Analysis1 shared
- D3-PMADProtocol Metadata Anomaly Detection1 shared