Active Alerts
247
↑ 12%
vs. last week
False Positives
89
↓ 34%
AI reduction
Response Time
4.2m
↓ 58%
faster MTTR
Decisions Made
1,834
↑ 28%
this month
Threat Intelligence Timeline
Recent Activity
Brute Force Attack Detected
2m ago
Multiple failed login attempts from IP 192.168.45.120 targeting Azure AD
Anomalous Data Transfer
15m ago
Unusual outbound traffic pattern detected from finance-db-prod
Threat Mitigated
32m ago
Malware payload quarantined and source IP blocked automatically
Policy Update Applied
1h ago
New conditional access policy deployed to 247 users
Learning Model Updated
2h ago
TrendIQ pattern recognition improved based on 1,247 feedback entries
Detected Trends & Anomalies
Credential Stuffing Campaign
Coordinated login attempts detected across 47 accounts using compromised credential lists. Pattern matches known APT28 TTPs with high correlation to recent dark web credential leak.
Lateral Movement Pattern
Unusual SMB traffic and remote PowerShell sessions originating from compromised workstation. Attempting to access domain controller and file servers.
Privilege Escalation Attempts
Multiple attempts to modify user permissions and access control lists. User accounts show no previous administrative activity.
Suspicious DNS Queries
Beaconing behavior detected with DNS tunneling characteristics. Multiple endpoints communicating with known C2 infrastructure domains.
Anomalous Login Times
Multiple user accounts accessing systems outside typical working hours. May indicate compromised accounts or insider threat activity.
File Encryption Activity
Rapid file modification pattern consistent with ransomware behavior. File extensions being changed systematically across network shares.
Decision Pipeline
P0
Active Ransomware Threat Containment
TrendIQ detected file encryption activity matching known ransomware signatures. Recommend immediate isolation of affected endpoints (VLAN-Finance-01) and initiation of IR playbook RAN-001. 147 files affected across 12 workstations.
96%
Confidence
P0
Credential Stuffing Attack Response
Coordinated attack targeting 47 user accounts with compromised credentials. Recommend immediate password resets, MFA enforcement, and conditional access policy updates. APT28 attribution with 94% confidence.
94%
Confidence
P1
Lateral Movement Investigation
Unusual SMB traffic and remote PowerShell sessions from WS-SALES-042. Recommend forensic analysis, endpoint isolation, and domain controller log review. Possible insider threat or compromised account.
87%
Confidence
P1
C2 Communication Blocking
DNS tunneling activity detected across multiple endpoints. Recommend firewall rule updates to block known C2 domains and investigate affected systems for malware persistence mechanisms.
91%
Confidence
P2
Policy Violation Review
Multiple privilege escalation attempts detected. While potentially benign, recommend user account review and security awareness training. May indicate shadow IT or policy confusion.
76%
Confidence
Action Workflow
To Do
8
Isolate Affected Endpoints
Critical
Remove VLAN-Finance-01 workstations from network to prevent ransomware spread
JD
John Davis - SecOps
Force Password Resets
Critical
Reset passwords for 47 affected accounts in credential stuffing attack
SK
Sarah Kim - IAM
Update Firewall Rules
High
Block 23 identified C2 domains at perimeter firewall
MT
Mike Torres - NetSec
In Progress
5
Forensic Analysis WS-SALES-042
High
Deep dive investigation into lateral movement activity
AL
Alex Lee - Threat Hunting
Deploy MFA to Finance Team
Critical
Emergency MFA enrollment for all finance department users
SK
Sarah Kim - IAM
Malware Hash Analysis
Medium
Submit suspicious files to threat intelligence platforms
RW
Rachel Wong - Malware Analysis
Completed
12
Block Malicious IP Addresses
High
Added 34 IPs from brute force attack to blocklist
MT
Mike Torres - NetSec
Update SIEM Detection Rules
Medium
Enhanced anomaly detection for DNS tunneling patterns
JD
John Davis - SecOps
Quarantine Suspicious Emails
Medium
Removed 89 phishing emails from user mailboxes
LC
Lisa Chen - Email Security
Incident Report Documentation
Low
Completed incident report for data exfiltration attempt
AL
Alex Lee - Threat Hunting
Continuous Learning & Effectiveness
Key Learning Insights
Detection Optimization
Improved DNS Tunneling Detection
Machine learning model updated based on 589 DNS anomaly samples. New pattern recognition reduces false positives by 42% while maintaining 96% detection accuracy.
False Positives: -42%
Response Time: -28%
Response Workflow
Automated Credential Attack Response
Analysis of 23 credential stuffing incidents revealed consistent response patterns. Automated playbook now triggers immediate password resets and MFA enforcement, reducing manual intervention by 67%.
Manual Work: -67%
MTTR: -58%
Team Performance
Enhanced Cross-Team Collaboration
DecisionIQ routing algorithm learned optimal team assignments based on 1,834 completed decisions. Network Security and IAM teams now coordinate 34% faster on hybrid threats.
Collaboration Speed: +34%
Handoff Time: -41%
Threat Intelligence
APT Attribution Confidence Improved
Correlation of 47 incidents with MITRE ATT&CK framework and threat intelligence feeds improved APT attribution accuracy. Now identifying threat actors 23% faster with 91% confidence threshold.
Attribution Speed: +23%
Confidence: 91%
Performance Metrics
Detection Accuracy
94%
False Positive Reduction
66%
Automated Response Rate
78%
Mean Time to Detect (MTTD)
2.3m
Mean Time to Respond (MTTR)
4.2m
Decision Confidence Score
89%
Team Productivity Gain
+72%
Threat Intelligence Integration
96%