enhance: change -3 to -4 to handle outliers in timebased bf

.tests/ssh-time-based-bf/scenario.assert

@@ -28,9 +28,17 @@ results[0].Overflow.Alert.Events[2].GetMeta("service") == "ssh"
 results[0].Overflow.Alert.Events[2].GetMeta("source_ip") == "10.0.0.101"
 results[0].Overflow.Alert.Events[2].GetMeta("target_user") == "oracle"
 results[0].Overflow.Alert.Events[2].GetMeta("timestamp") == "2026-09-30T11:40:00Z"
+basename(results[0].Overflow.Alert.Events[3].GetMeta("datasource_path")) == "ssh-time-based-bf.log"
+results[0].Overflow.Alert.Events[3].GetMeta("datasource_type") == "file"
+results[0].Overflow.Alert.Events[3].GetMeta("log_type") == "ssh_failed-auth"
+results[0].Overflow.Alert.Events[3].GetMeta("machine") == "server"
+results[0].Overflow.Alert.Events[3].GetMeta("service") == "ssh"
+results[0].Overflow.Alert.Events[3].GetMeta("source_ip") == "10.0.0.101"
+results[0].Overflow.Alert.Events[3].GetMeta("target_user") == "postgres"
+results[0].Overflow.Alert.Events[3].GetMeta("timestamp") == "2026-09-30T12:00:00Z"
 results[0].Overflow.Alert.GetScenario() == "crowdsecurity/ssh-time-based-bf_user-enum"
 results[0].Overflow.Alert.Remediation == false
-results[0].Overflow.Alert.GetEventsCount() == 3
+results[0].Overflow.Alert.GetEventsCount() == 4
 "10.0.0.101" in results[1].Overflow.GetSources()
 results[1].Overflow.Sources["10.0.0.101"].IP == "10.0.0.101"
 results[1].Overflow.Sources["10.0.0.101"].Range == ""
@@ -60,6 +68,14 @@ results[1].Overflow.Alert.Events[2].GetMeta("service") == "ssh"
 results[1].Overflow.Alert.Events[2].GetMeta("source_ip") == "10.0.0.101"
 results[1].Overflow.Alert.Events[2].GetMeta("target_user") == "oracle"
 results[1].Overflow.Alert.Events[2].GetMeta("timestamp") == "2026-09-30T11:40:00Z"
+basename(results[1].Overflow.Alert.Events[3].GetMeta("datasource_path")) == "ssh-time-based-bf.log"
+results[1].Overflow.Alert.Events[3].GetMeta("datasource_type") == "file"
+results[1].Overflow.Alert.Events[3].GetMeta("log_type") == "ssh_failed-auth"
+results[1].Overflow.Alert.Events[3].GetMeta("machine") == "server"
+results[1].Overflow.Alert.Events[3].GetMeta("service") == "ssh"
+results[1].Overflow.Alert.Events[3].GetMeta("source_ip") == "10.0.0.101"
+results[1].Overflow.Alert.Events[3].GetMeta("target_user") == "postgres"
+results[1].Overflow.Alert.Events[3].GetMeta("timestamp") == "2026-09-30T12:00:00Z"
 results[1].Overflow.Alert.GetScenario() == "crowdsecurity/ssh-time-based-bf"
 results[1].Overflow.Alert.Remediation == false
-results[1].Overflow.Alert.GetEventsCount() == 3
+results[1].Overflow.Alert.GetEventsCount() == 4

.tests/ssh-time-based-bf/ssh-time-based-bf.log

@@ -4,7 +4,12 @@ Sep 30 10:12:00 server sshd[12347]: Invalid user guest from 10.0.0.100 port 5676
 Sep 30 11:00:00 server sshd[12348]: Invalid user root from 10.0.0.101 port 56765
 Sep 30 11:20:00 server sshd[12349]: Invalid user mysql from 10.0.0.101 port 56766
 Sep 30 11:40:00 server sshd[12350]: Invalid user oracle from 10.0.0.101 port 56767
-Sep 30 12:00:00 server sshd[12351]: Invalid user postgres from 10.0.0.102 port 56768
-Sep 30 12:10:00 server sshd[12352]: Invalid user jenkins from 10.0.0.102 port 56769
-Sep 30 12:15:00 server sshd[12353]: Accepted password for jenkins from 10.0.0.102 port 56770 ssh2
-Sep 30 12:20:00 server sshd[12354]: Invalid user admin from 10.0.0.102 port 56771
+Sep 30 12:00:00 server sshd[12351]: Invalid user postgres from 10.0.0.101 port 56768
+Sep 30 12:30:00 server sshd[12352]: Invalid user admin from 10.0.0.102 port 56769
+Sep 30 12:40:00 server sshd[12353]: Invalid user test from 10.0.0.102 port 56770
+Sep 30 12:45:00 server sshd[12354]: Accepted password for test from 10.0.0.102 port 56771 ssh2
+Sep 30 12:50:00 server sshd[12355]: Invalid user guest from 10.0.0.102 port 56772
+Sep 30 13:00:00 server sshd[12356]: Invalid user root from 10.0.0.103 port 56773
+Sep 30 13:00:02 server sshd[12357]: Invalid user admin from 10.0.0.103 port 56774
+Sep 30 13:00:04 server sshd[12358]: Invalid user test from 10.0.0.103 port 56775
+Sep 30 14:00:04 server sshd[12359]: Invalid user guest from 10.0.0.103 port 56776

scenarios/crowdsecurity/ssh-time-based-bf.md

@@ -1,7 +1,7 @@
 Detect time-based ssh bruteforce attempts that evade traditional rate limiting with false positive reduction:
 
  - Uses conditional type with capacity -1 (unlimited)
- - Triggers when at least 3 failed authentication attempts occur
+ - Triggers when at least 4 failed authentication attempts occur
  - Median interval between failed attempts exceeds 10 minutes
  - **False positive reduction**: Uses `cancel_on` to cancel bucket if user successfully authenticates
    - Prevents "forgot password" scenarios from triggering alerts
@@ -14,10 +14,10 @@ Detect time-based ssh bruteforce attempts that evade traditional rate limiting w
  - Requires `crowdsecurity/sshd-success-logs` parser for cancel_on functionality
 
 **Two variants:**
-1. **ssh-time-based-bf**: Standard bruteforce detection (3 failed logins from same IP)
-2. **ssh-time-based-bf_user-enum**: User enumeration detection (3 distinct usernames from same IP)
+1. **ssh-time-based-bf**: Standard bruteforce detection (4 failed logins from same IP)
+2. **ssh-time-based-bf_user-enum**: User enumeration detection (4 distinct usernames from same IP)
 
 This scenario complements the standard ssh-bf (capacity 5, leakspeed 10s) and ssh-slow-bf (capacity 10, leakspeed 60s) scenarios with no overlap:
 - ssh-bf catches 5 failures within ~50 seconds (rate-based)
 - ssh-slow-bf catches 10 failures within ~10 minutes (rate-based)
-- ssh-time-based-bf catches 3 failures with median interval >10 minutes (time-pattern-based, naturally capped by 2h leakspeed)
+- ssh-time-based-bf catches 4 failures with median interval >10 minutes (time-pattern-based, naturally capped by 2h leakspeed)

scenarios/crowdsecurity/ssh-time-based-bf.yaml

@@ -8,8 +8,8 @@ capacity: -1
 cancel_on: "evt.Meta.log_type == 'auth_success'"
 condition: |
     let failedAuths = filter(queue.Queue, {#.Meta.log_type == 'ssh_failed-auth'});
-    len(failedAuths) >= 3 &&
-    MedianInterval(map(failedAuths[-3:], {#.Time})) > duration("10m")
+    len(failedAuths) >= 4 &&
+    MedianInterval(map(failedAuths[-4:], {#.Time})) > duration("10m")
 leakspeed: 2h
 blackhole: 5m
 reprocess: true
@@ -34,8 +34,8 @@ capacity: -1
 cancel_on: "evt.Meta.log_type == 'auth_success'"
 condition: |
     let failedAuths = filter(queue.Queue, {#.Meta.log_type == 'ssh_failed-auth'});
-    len(failedAuths) >= 3 &&
-    MedianInterval(map(failedAuths[-3:], {#.Time})) > duration("10m")
+    len(failedAuths) >= 4 &&
+    MedianInterval(map(failedAuths[-4:], {#.Time})) > duration("10m")
 leakspeed: 2h
 blackhole: 5m
 reprocess: true