The Access Log Analysis Agent streamlines the process of analyzing system access logs to identify unusual or suspicious activities. Leveraging GenAI, this agent monitors login patterns, failed access attempts, and changes to access privileges, promptly flagging any deviations from established norms. It generates comprehensive reports for the IT security team, enabling swift investigation and mitigation of potential security threats. By automating access log monitoring, the agent reduces the time required to detect unauthorized access and ensures that security teams receive real-time alerts, enhancing the organization’s ability to address breaches effectively. This solution strengthens security incident detection, minimizes the need for manual log analysis, and ensures prompt resolution of potential threats.
Accuracy
TBD
Speed
TBD
Sample of data set required for Access Log Analysis Agent:
Known Users and Roles
User: James Miller
172.20.0.0/16
)198.51.100.0/24
)203.0.113.0/24
)Timestamp | User ID | IP Address | Login Status | Action |
---|---|---|---|---|
2024-10-14 08:23:15 | james.miller | 172.20.10.10 | Success | Login |
2024-10-14 08:25:00 | emily.davis | 203.0.113.52 | Failure | Invalid Password |
2024-10-14 08:25:15 | emily.davis | 203.0.113.52 | Failure | Invalid Password |
2024-10-14 08:25:30 | emily.davis | 203.0.113.52 | Failure | Invalid Password |
2024-10-14 08:25:45 | emily.davis | 203.0.113.52 | Success | Login |
2024-10-14 09:01:00 | lucas.rogers | 192.168.1.101 | Success | Logout |
2024-10-14 09:40:20 | sarah.connor | 198.51.100.204 | Success | Login |
2024-10-14 10:15:05 | jessica.lee | 203.0.113.120 | Failure | Invalid Password |
2024-10-14 10:15:30 | jessica.lee | 203.0.113.120 | Failure | Invalid Password |
2024-10-14 10:15:45 | jessica.lee | 203.0.113.120 | Failure | Invalid Password |
2024-10-14 10:20:00 | michael.brown | 198.51.100.45 | Success | Login |
2024-10-14 10:55:10 | jessica.lee | 203.0.113.120 | Success | Login |
2024-10-14 10:57:30 | jessica.lee | 203.0.113.120 | Failure | Privilege Escalation Attempt |
2024-10-14 10:58:15 | jessica.lee | 203.0.113.120 | Failure | Privilege Escalation Attempt |
2024-10-14 10:59:00 | jessica.lee | 203.0.113.120 | Failure | Privilege Escalation Attempt |
2024-10-14 11:00:00 | jessica.lee | 203.0.113.120 | Failure | Privilege Escalation Attempt |
Security Configuration for Anther Corp
Login Policies
172.20.0.0/16
198.51.100.0/24
203.0.113.0/24
Sample output delivered by the Access Log Analysis Agent:
Security Incident Report
Alert ID: AL-20241014-SEC01
203.0.113.120
) and proceeded to make 4 consecutive privilege escalation attempts. None of these attempts were successful, and the behavior is indicative of a compromised account or malicious intent.203.0.113.120
is added to the untrusted list and is blocked from further attempts.203.0.113.120
to the blacklist and monitor for any future attempts from similar IP ranges.Automates security questionnaire answers using LLMs and a structured knowledge base for faster, consistent, and reliable responses.
Generates initial implementation and testing plans for change requests by analyzing request details and referencing past changes.
Automatically collects and consolidates contextual information from logs or monitoring tools to enrich incident or request tickets, accelerating root cause analysis and resolution.
The License Audit and Optimization Agent scans software usage data to identify underused licenses and recommends cost-saving actions like downgrades or removals, optimizing license allocation and reducing costs.
Automates the monitoring of Service Level Agreements (SLAs), ensuring that IT services meet agreed-upon performance metrics and alerting teams when SLAs are breached.
Automatically generates detailed code documentation from the source code, ensuring that developers have access to accurate and up-to-date documentation.