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Automated penetration testing uses software to assess systems within an authorized scope.
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NIST SP 800-115 describes phases for security testing, while recent research evaluates language-model agents on benchmark penetration-testing tasks.
NIST SP 800-115 provides technical security testing guidance organized around planning, discovery, attack and reporting. Recent LLM penetration-testing papers propose agents and evaluate them on benchmarks; results are specific to tested targets and tools. They do not prove continuous deployment, reliable interpretation of arbitrary tool output, or safe operation beyond authorized targets. As a conceptual diagram for planning a bounded test, an attack graph can represent possible system states as nodes and permitted test transitions or exploits as edges. This is an explanatory modeling choice in this guide, not a result attributed to the cited benchmark. NIST describes target-vulnerability validation techniques, including penetration testing, as ways to corroborate suspected vulnerabilities in the authorized target environment. MITRE ATT&CK separately labels Initial Access, Privilege Escalation and Lateral Movement as enterprise tactics; these can illustrate a possible attack chain but do not define every test sequence.
NIST describes planning, discovery, attack and reporting phases for technical security assessments.
A planner in a research agent can choose a next test action based on goals and state.
A benchmark study evaluates LLM-based penetration-testing performance on specific tasks.
Explicit authorization and scope define which systems a test is permitted to assess.
Agent-based testing is an area of research. Any use should remain authorized, bounded and reviewed; claims about effectiveness or deployment need evidence from the named system and test setting.
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Automated penetration testing uses software to assess systems within an authorized scope. NIST SP 800-115 describes phases for security testing, while recent research evaluates language-model agents on benchmark penetration-testing tasks.
NIST SP 800-115 describes planning, discovery, attack and reporting phases for technical security testing. This does not claim AI makes testing continuous or replaces annual assessments.
Perencana mempertimbangkan target dan memilih tindakan seperti meningkatkan hak istimewa atau bergerak ke samping.
NIST describes target-vulnerability validation techniques, including penetration testing, as ways to corroborate the existence of vulnerabilities. A finding should be interpreted within the authorized test environment and method.
MITRE ATT&CK names Initial Access, Privilege Escalation and Lateral Movement as separate enterprise tactics. This sequence illustrates how steps can be chained; it is not a claim that every penetration test follows the same path.
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