This article was originally published on AI Study Room. For the full version with working code examples and related articles, visit the original post.
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Technical Controls
SOC 2 Overview
SOC 2 audits trust service criteria: Security, Availability, Processing Integrity, Confidentiality, and Privacy. Technical controls are essential for meeting these criteria.
Logging and Monitoring
Comprehensive logging is the foundation of SOC 2:
import structlog
from datetime import datetime
class SOC2Logger:
def init(self):
self.logger = structlog.get_logger()
self.required_fields = [
"timestamp", "user_id", "action", "resource",
"source_ip", "outcome", "correlation_id"
]
def log_access(self, user_id, action, resource, outcome, metadata=None):
log_entry = {
"timestamp": datetime.utcnow().isoformat(),
"user_id": user_id,
"action": action,
"resource": resource,
"source_ip": metadata.get("ip", "unknown"),
"outcome": outcome,
"correlation_id": metadata.get("correlation_id", str(uuid.uuid4())),
"user_agent": metadata.get("user_agent"),
"geo_location": metadata.get("geo"),
"auth_method": metadata.get("auth_method")
}
self.logger.info("access_log", **log_entry)
self.store_immutable(log_entry)
return log_entry
def store_immutable(self, log_entry):
"""Store logs in immutable storage for audit"""
Write to append-only log
with open("/var/log/soc2/access.log", "a") as f:
f.write(json.dumps(log_entry) + "\n")
Also send to SIEM
self.send_to_siem(log_entry)
Access Review Automation
Automate periodic access reviews:
class AccessReviewAutomation:
Read the full article on AI Study Room for complete code examples, comparison tables, and related resources.
Found this useful? Check out more developer guides and tool comparisons on AI Study Room.
Top comments (0)